Josverl / mpflash

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 26 direkte und 81 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 107 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 0 tragen bekannte Advisories, davon 0 direkte.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

{
  "data": {
    "repo": {
      "topics": [
        "dfu-programmer",
        "esptool",
        "microcontroller",
        "micropython",
        "uf2"
      ],
      "is_fork": false,
      "size_kb": 15370,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Just": 2764,
        "Python": 900134,
        "Jupyter Notebook": 1174097
      },
      "pushed_at": "2026-07-29T12:03:13Z",
      "created_at": "2025-02-26T20:57:22Z",
      "owner_type": "User",
      "updated_at": "2026-07-29T11:45:09Z",
      "description": "mpflash is a command-line tool for working with MicroPython firmware. It provides features to help you flash and update MicroPython on one or more attached microcontrollers.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Jupyter Notebook",
      "significant_languages": [
        "Jupyter Notebook",
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Jos Verlinde",
      "type": "User",
      "login": "Josverl",
      "company": "@microsoft",
      "location": "Netherlands",
      "followers": 72,
      "avatar_url": "https://avatars.githubusercontent.com/u/981654?v=4",
      "created_at": "2011-08-15T18:34:17Z",
      "is_verified": null,
      "public_repos": 246,
      "account_age_days": 5461
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.28.4",
          "kind": "patch",
          "published_at": "2026-07-29T12:06:07Z"
        },
        {
          "tag": "v1.28.3",
          "kind": "patch",
          "published_at": "2026-07-26T19:23:37Z"
        },
        {
          "tag": "v1.28.2",
          "kind": "patch",
          "published_at": "2026-07-26T19:12:42Z"
        },
        {
          "tag": "v1.28.1.dev2",
          "kind": "other",
          "published_at": "2026-06-30T22:32:33Z"
        },
        {
          "tag": "v1.28.0",
          "kind": "minor",
          "published_at": "2026-04-11T21:20:26Z"
        },
        {
          "tag": "v1.25.0.post2",
          "kind": "other",
          "published_at": "2025-05-29T20:07:21Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "96addb485bcdb47b99ca60410165fe75452d3212",
          "body": null,
          "is_bot": false,
          "headline": "Merge commit '59edc10499f7569433591fdd4340920f4ca3dccb'",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-29T11:43:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e37fbef54940be0ef571901a387dbea4985c8a9a",
          "body": "Enhance filesystem formatting support and tests\n\n    - Added support for `--format` option in `mpflash flash`.\n    - Updated `CHANGELOG.md` to reflect the new filesystem support.\n    - Improved the `erase_bdev.py` and `format_bdev.py` scripts for\n      better runtime detection of filesystem types.\n \n[…]\n erase the filesystem and reboot the board without flashing new firmware.\n    - Update README and CHANGELOG to document new commands.\n    - Add tests for `mpflash format` and `mpflash erase` commands.",
          "is_bot": false,
          "headline": "Add `mpflash format` and `mpflash erase` commands",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-29T11:39:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "34f3dff5521cb747209ffb6d93346e6edaa50c1b",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "fix: update Codecov action to v7 and specify report type",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-29T11:25:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "30cc876e7465d9808a7119e5dfdeb837b2eb276d",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "fix: handle dirty working tree in get_local_tag()",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-28T12:49:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7667fe8c525856bf901823fa0b9cd02c8ef16ef",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "docs: update README",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T20:50:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59edc10499f7569433591fdd4340920f4ca3dccb",
          "body": "…rieval\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: add get_softdevice function and update tests for SoftDevice ret…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T20:15:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bfd80fef4024ad2b6f9b5fa8f2435637b118d58",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "deps:  Update codecov/test-results-action.",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T19:25:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "172e1b93c63b4f6f94021a76e270b53285acd67e",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "chore.",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T19:23:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6404d4ed393dd234234edf3ae07667a380d99d3c",
          "body": null,
          "is_bot": false,
          "headline": "Release v1.28.3",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T19:21:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1e99e9a645c7dfe954cd199b7adbe244b7d765e",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "fix(tests): add sys_platform attribute to MockMCU class",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T19:19:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89919623b3fd10eb1a5b3e9b9fb1f1701562664c",
          "body": "…ement\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "docs: update release process documentation and automate version manag…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T19:19:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f1e0fe32868fc72cc4a4cac6dcc7c38627b1020",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "chore",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T19:19:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7fa605d0544ae8dacece432d9eced1e0e09be1b",
          "body": "--HIL <port> runs only hardware-marked tests against the given serial port (feeds MPFLASH_HW_UF2_PORT). Adds a HIL test that seeds a file, erases the filesystem over serial and confirms it is gone after reboot, plus an mpflash_db fixture so get_mcu_info/wait_for_restart can query the board database.",
          "is_bot": false,
          "headline": "test: add --HIL pytest option and hardware erase test",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T19:19:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40cb9333aaf2358d52218e425b07b89c72b5d51d",
          "body": "Replace the per-platform flash-nuke (rp2 universal_flash_nuke.uf2) and the samd/nrf post-flash 'rm -r :' with a single serial-side erase: erase_bdev.py erases the filesystem block device and calls machine.reset(), leaving the board on MicroPython with a fresh filesystem. Bootloader entry stays a separate step. flash_uf2 now only copies firmware (no erase param). Removes the vendored pico-universal-flash-nuke image.",
          "is_bot": false,
          "headline": "feat(uf2): serial block-device filesystem erase, drop flash-nuke",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T19:19:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b6a92e3a08e3ce907800c7570206b7d5a62a9921",
          "body": "When the serial port vanishes after an activator (the board reset into its UF2 bootloader), do not fall through to touch-1200 on a port that no longer exists. Re-check in_bootloader to give the UF2 volume time to mount and only report success once the drive is actually detected.",
          "is_bot": false,
          "headline": "fix(bootloader): confirm UF2 drive when serial port disappears",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T19:19:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c41629f16ab9da59590b48c68a89df1eb9e18751",
          "body": "- wait_for_UF2_windows uses psutil.disk_partitions(all=True) and polls twice per second so a freshly-mounted removable volume is not filtered or missed.\n- wait_for_restart returns bool via a bounded quiet probe so callers can detect when a board never reconnects.",
          "is_bot": false,
          "headline": "fix(uf2): reliable UF2 drive detection and board restart",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T19:19:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "505a1735e578db3002917958e4b188a1890224ca",
          "body": "Fixees: after transferring the firmware, it attempts to copy file metadata. The UF2 bootloader can consume the firmware and disconnect before that metadata operation, causing a false failure and three ineffective retries.\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "FIX:  Avoid copying meteadata to UF2 flash destinations.",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T19:19:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c1f5089547488b1f4277a6146e10a0f936d0821",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: Update sync command to include pyOCD and add HIL testing targets",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T19:19:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "435acfc647365b8e7c4d2f94fa151e776c73f177",
          "body": "… and upload test results to Codecov\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: Update GitHub Actions workflow to install all test dependencies…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T19:19:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07ccd2ef5a3258653a4ac43e11de489b68772693",
          "body": "- Introduced comprehensive unit tests for the pyOCD flash module to enhance code coverage.\n- Added tests for helper functions, probe discovery, connection flows, and flash programming.\n- Created a new test file for target detection, covering MCU info parsing, fuzzy matching, and dynamic target detec\n[…]\nlation and error handling scenarios.\n- Mocked external dependencies to ensure tests run without requiring actual hardware or pyOCD installation.\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "Add unit tests for pyOCD flash module and target detection",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T13:24:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "732f6b839fa9f22657e8fddb0274b28f4a88a355",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "chore: Add dependencies for new features",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T13:24:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8f0a86d0d5f7279eacc2a1c6e642040517e106d",
          "body": "…Docker support\n\n- Introduced BuildManager class for managing firmware builds, including caching and version handling.\n- Implemented methods to check for cached builds, validate dependencies (mpbuild and Docker), and build firmware.\n- Added CLI options for building firmware locally before flashing, \n[…]\ning registered flash backends and their capabilities.\n- Updated common utilities to include FlashMethod enum for better flash method management.\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: Add build management for MicroPython firmware with caching and …",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T13:24:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "28c207c4e3aa89e68afa2aa1b5ed3444937e33b9",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: load environment variables from .env file and expand user paths",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T13:24:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8dfaef3b1d38082c87df46a18b2301ef4eff7cdc",
          "body": "refactors the boot methods into a plugin structure\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: bootloader plugins",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T13:24:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49a498d4242e19c8a57865b72d117b80af3aef1f",
          "body": "refactors existing flash methods, and adds a new PyOCD flash method.\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "fea: use Flash plugins.",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T13:24:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "abbc8ab272ac5dd17828f0ddfd5333f86eaa4829",
          "body": "and some reformatting.\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: avoid using eval()",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T13:24:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45b41872b5c6b9ac2cd80d9b3ef673859e231532",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "chore: streamline logging for board_id fallback in custom_fw_from_path",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T13:24:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1c6cf9ec9524f3df5201106107101584a1267b7",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "chore(udev): add udev rules for various STM32 and debug probes.",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T13:24:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5fb2fc2bb3c6a5213255dd8539d178d78d841f1a",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "fix: update serial port in test to match existing mock configuration",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T13:22:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4f568b5c1198f408ce082262174ee5a8f1ae335",
          "body": "…PRemoteBoard\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: add best_matching_port function and sys_platform attribute to M…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-07-26T13:22:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b7f52cef31410f7369789603bc26b46d1a34663",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 6 to 7.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-python\n  dependency-version: '7'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump actions/setup-python from 6 to 7",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T12:13:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1e94848978cbaf7cde8f43e36a7e40430db7fd7",
          "body": "Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 4 to 8.\n- [Release notes](https://github.com/actions/download-artifact/releases)\n- [Commits](https://github.com/actions/download-artifact/compare/v4...v8)\n\n---\nupdated-dependencies:\n- dependency-name: actions/download-artifact\n  dependency-version: '8'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump actions/download-artifact from 4 to 8",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-07T14:27:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "526451927a452a1d84c49a10e0b5281209b44541",
          "body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 4 to 7.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/v4...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/upload-artifact\n  dependency-version: '7'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump actions/upload-artifact from 4 to 7",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-07T14:26:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23995281d7bfd8ebad48fccfbf019c8abb8b315f",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 7.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v4...v7)\n\n---\nupdated-dependenc\n[…]\n:\n- dependency-name: actions/checkout\n  dependency-version: '7'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump actions/checkout from 4 to 7",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-07T14:26:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6b56a34f89f5a896311f99d9a71543f5ef898fce",
          "body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 6 to 7.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: astral-sh/setup-uv\n  dependency-version: '7'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump astral-sh/setup-uv from 6 to 7",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-07T14:26:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0bff96f9152a5e547b4c6a34acfd520c18387a0f",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "bump version: v1.28.1.dev2",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-06-30T22:25:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73af56c2a0ebb1c4350fa82cf359c35bab5e0a9e",
          "body": "…b releases.\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: Add release workflow for automated package publishing and GitHu…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-06-30T22:15:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5dd7c98dd620913fbf7b320732c47e2137e270ef",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6 to 7.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v6...v7)\n\n---\nupdated-dependenc\n[…]\n:\n- dependency-name: actions/checkout\n  dependency-version: '7'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump actions/checkout from 6 to 7",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-23T08:25:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5daeed0f78147d5e62d9e6729317d17c85afe7e8",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/dependabot/uv/pyjwt-2.13.0'",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-06-20T22:11:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ac805b94fe90eae400312a6cb190facf056b958",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "chore: Remove ipykernel",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-06-20T21:58:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20491df5a0fe5e0a20d5b2efdf27c9e3ed9506f4",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "Switch to libusb_package",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-06-20T21:28:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba847d997eff00beae7c4711068d76a6674eb3e7",
          "body": "Bumps [pyjwt](https://github.com/jpadilla/pyjwt) from 2.12.1 to 2.13.0.\n- [Release notes](https://github.com/jpadilla/pyjwt/releases)\n- [Changelog](https://github.com/jpadilla/pyjwt/blob/master/CHANGELOG.rst)\n- [Commits](https://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0)\n\n---\nupdated-dependencies:\n- dependency-name: pyjwt\n  dependency-version: 2.13.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump pyjwt from 2.12.1 to 2.13.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-16T03:46:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98c1e0b67e90bc308e2cd9fb2b4c9c3e0beeee5a",
          "body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.1.0 to 8.2.0.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/v8.1.0...v8.2.0)\n\n---\nupdated-dependencies:\n- dependency-name: astral-sh/setup-uv\n  depen\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump astral-sh/setup-uv from 8.1.0 to 8.2.0 (#93)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-08T18:08:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "28acc6dc82de3a8d3c24f31541ef7c9f7985a660",
          "body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 6 to 7.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/compare/v\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump codecov/codecov-action from 6 to 7 (#94)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-08T15:29:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "18fa6c891fe2b4c6c3794b3baf0dc3e49316eaac",
          "body": "Bumps [idna](https://github.com/kjd/idna) from 3.11 to 3.15.\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/idna/compare/v3.11...v3.15)\n\n---\nupdated-dependencies:\n- dependency-name: idna\n  dependency-version: '3.15'\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump idna from 3.11 to 3.15 (#90)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-20T00:45:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08fbc449c6a9662c3253599a2db93be03fd62dc3",
          "body": "* Initial plan\n\n* Add --reset/--no-reset option to the list command\n\nAgent-Logs-Url: https://github.com/Josverl/mpflash/sessions/aa67b28c-fcbb-42ff-96d6-db87d158f265\n\nCo-authored-by: Josverl <981654+Josverl@users.noreply.github.com>\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Josverl <981654+Josverl@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add --no-reset option to the list command (#91)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-05-20T00:44:21Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "62eb861173c1f36e746ac01208b30dcdf01bf8fa",
          "body": "…ibility (#92)\n\n* Initial plan\n\n* fix: normalize firmware paths to POSIX format for cross-platform DB compatibility\n\nUse .as_posix() instead of str() when storing and comparing relative\nfirmware paths in the database. This prevents path separator mismatches\n(backslash vs forward slash) when the same\n[…]\n1654+Josverl@users.noreply.github.com>\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Josverl <981654+Josverl@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Normalize firmware DB paths to POSIX format for cross-platform compat…",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-05-20T00:43:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c5bed8f8056dc633b51fed064513640ce64d88d8",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "docs: add license information for pico-universal-flash-nuke module",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-05-16T14:35:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f75f06a42d45bf6d825c13a42acc7191fae70a4a",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "Update .env: Add MICROPY_DIR variable for MicroPython directory",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-05-15T19:46:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a455fe204efb9449695015f32e8f892b812976f0",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "ESP32: Delay after flashing and force reset.",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-05-15T19:45:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e5598aeea33c9ed549f7755dc12da8288abc45cd",
          "body": "…IMEOUT\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "Refactor timeout parameters in MPRemoteBoard methods to use DEFAULT_T…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-05-15T19:29:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0dde20a4d23ebfc750717254d674be097c6ba5a8",
          "body": "Bumps [actions/dependency-review-action](https://github.com/actions/dependency-review-action) from 4 to 5.\n- [Release notes](https://github.com/actions/dependency-review-action/releases)\n- [Commits](https://github.com/actions/dependency-review-action/compare/v4...v5)\n\n---\nupdated-dependencies:\n- dep\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump actions/dependency-review-action from 4 to 5 (#85)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-12T14:57:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d0dc6ded092279be87e89a0bb79f06043c908184",
          "body": "…(#84)\n\nAgent-Logs-Url: https://github.com/Josverl/mpflash/sessions/280a4529-a3f0-4ca3-97e9-703329b36835\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Josverl <981654+Josverl@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix TypeError when logging GitHub API errors in micropython_versions …",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-05-11T04:33:07Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3401068365758b50076b86ae42ea39c2c7a36686",
          "body": "Agent-Logs-Url: https://github.com/Josverl/mpflash/sessions/c9bae027-8b66-40ee-883b-cf4e00ba1a20\n\nCo-authored-by: Josverl <981654+Josverl@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Fix mpflash add crash on non-standard firmware paths",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-05-09T12:44:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83089eede3a46b37a9890b946e4a06ee754568a0",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "Docs: --dir is a global option.",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-05-06T08:09:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a8b3c2ae9ae53fb20866ea6beab6b546a08b9b3",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "Bump version to 1.28.1.dev1",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-05-06T08:02:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "713e6a567a43792a229548deae70e644d6a84e55",
          "body": "…nment and update help output\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "Enhance tests for --dir option to ensure correct firmware folder alig…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-05-06T07:54:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3ce5051a8ec9b21b6dc112b6eb5841fb6292e62",
          "body": "Agent-Logs-Url: https://github.com/Josverl/mpflash/sessions/bd3e4abf-3ef6-4dbc-afe0-07e3d4b743ee\n\nCo-authored-by: Josverl <981654+Josverl@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Add --dir option to download command",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-05-06T07:54:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3a2f431bb48612a1db76a28d7e95cf560db12a6",
          "body": "…rement\n\nUpdates the requirements on [pytest-github-actions-annotate-failures](https://github.com/pytest-dev/pytest-github-actions-annotate-failures) to permit the latest version.\n- [Release notes](https://github.com/pytest-dev/pytest-github-actions-annotate-failures/releases)\n- [Commits](https://gi\n[…]\nated-dependencies:\n- dependency-name: pytest-github-actions-annotate-failures\n  dependency-version: 0.4.0\n  dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): Update pytest-github-actions-annotate-failures requi…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-04T15:43:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ad4c09a4461bdef95c119dd4ab105a2a87b26124",
          "body": "Bumps [tenacity](https://github.com/jd/tenacity) from 9.0.0 to 9.1.4.\n- [Release notes](https://github.com/jd/tenacity/releases)\n- [Commits](https://github.com/jd/tenacity/compare/9.0.0...9.1.4)\n\n---\nupdated-dependencies:\n- dependency-name: tenacity\n  dependency-version: 9.1.4\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump tenacity from 9.0.0 to 9.1.4",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-04T15:41:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93ed5505f46c96d176c2e198c107d58abd99d7b2",
          "body": "Bumps [pytest](https://github.com/pytest-dev/pytest) from 8.4.2 to 9.0.3.\n- [Release notes](https://github.com/pytest-dev/pytest/releases)\n- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pytest-dev/pytest/compare/8.4.2...9.0.3)\n\n---\nupdated-dependencies:\n- dependency-name: pytest\n  dependency-version: 9.0.3\n  dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): Bump pytest from 8.4.2 to 9.0.3",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-29T09:38:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2aab4bfd9f813029c3513fe8e627c9609f33850e",
          "body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.0.0 to 8.1.0.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/v8.0.0...v8.1.0)\n\n---\nupdated-dependencies:\n- dependency-name: astral-sh/setup-uv\n  dependency-version: 8.1.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump astral-sh/setup-uv from 8.0.0 to 8.1.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-20T15:08:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0193d5ebdbef77c38918555428bcfc62653e5f3",
          "body": "…ent flash mode (#74)\n\n* Initial plan\n\n* feat: retry on failed ESPxxx flash with lower baud rate and different flash mode\n\nAgent-Logs-Url: https://github.com/Josverl/mpflash/sessions/3d2f90d3-f5b0-4c3b-a1a5-d1dc77ba1d88\n\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Josverl <981654+Josverl@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: automatic retry on failed ESPxxx flash with lower baud / differ…",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-04-17T14:45:36Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a44e13af48ad8ac263922e8959a3b5531ff588d2",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "release: Publish v1.28.0",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-11T21:09:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9f5ec90470229e07ceb9f2a8c64f43544b9b285",
          "body": "…croPython boards\n\n- Implemented `build_reporting_db.py` to collect board data from a local MicroPython repository and store it in an SQLite database.\n- Added functionality to handle both modern and legacy board directory structures.\n- Included version statistics collection and metadata storage in t\n[…]\nmand-line interface using Click for easy execution of the script.\n- Initialized the SQLite database file `micropython_boards_reporting.sqlite3`.\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat(reporting): add script to build SQLite reporting database for Mi…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-11T20:29:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "589d25bf92e1204e23b1d604a086edd3a4ca09af",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "ci: skip testing exact output",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-11T20:29:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e33e53d17787dbc07211f7bafc83da748fcacd1",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "fix: enhance UF2 volume path detection for Windows-style drive roots",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-11T20:29:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bdb7e0e28ac7917cfd554ac37f612baed15db34f",
          "body": "…ng project dependencies.\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "Remove the update_deps.py script as it is no longer needed for managi…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-11T20:29:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da08b1d630e09834dffb493fa2bd66bf4113042c",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: update boards version to v1.29.0 and modify micropython_boards.zip",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-11T20:29:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aae966a8997a7152a759cf6b93de441a5ff06a64",
          "body": "… Board class\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "fix: update default micropython repo path and improve URL handling in…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-11T20:29:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "300d2adf15620d2c2bf014185a3e3070688c7b7d",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "chore: formatting",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-11T20:29:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4a8c0885330db254da1efad8a1f5a99698c691e",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: add support for explicit UF2 volume paths in flashing process",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-11T20:29:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65503fc545e958c39e45ce43de2414a02cb28f98",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: improve error handling in CLI worklist creation for flash options",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-11T20:29:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e663fe24b25d386abbaa7937e0cb2b99d6449bcb",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "chore: update pyright configuration to exclude additional directories",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T12:22:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d05b0a8257ab64f1a73a453f846ff8d9d524056",
          "body": "…teractivity\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: enhance interactive mode handling in CI and update tests for in…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T11:49:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d7c4988daeca0b28124d38084bd29accb0a3f73",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "refactor: update import paths in test files and add new dependencies",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T11:48:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5befb344e2476c03a0ce10441ce7a1722545fed1",
          "body": "…alysis\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: add profiling commands for mpremote and improve startup time an…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T11:48:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "abb4ce82661d832ca606d13e464220dbbb4d8917",
          "body": "chore: update .gitignore to exclude profile data and logs\ndocs: add documentation for measuring CLI startup speed\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: optimize imports for lazy loading and improve CLI performance",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T11:48:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f4333845a2f1e636c8cd656d2bc5055fd0973256",
          "body": "…xtures\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "Fix: Ensure proper database connection handling in backup and test fi…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T11:47:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f797574b1a351c41d28efdf7cfcc3799b14da6f",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "chore: update deps",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T11:40:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a073bba3558eedc3ef15f24086796d21950bd180",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "db: remove  dead SQLAlchemy-compat style session code",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T11:34:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5363c50ad167e31b9515f160b221418d25bea44f",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "ci: Update actions",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T11:28:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ea5c37600ad8618af224269fa2e4e357383d846d",
          "body": "…ing.\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "Fix: Robust board info parsing, handle unknown boards, add debug logg…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T10:51:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f622658439cf88d9b343dcc6947f994c21073e48",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "test: Fix  interactive config handling in tests",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T10:45:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf974dd840fbdf33748a3d13b6ff3f59481f0b84",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "style: switch to Magenta",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T10:33:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d752a54469b9707b0f04bae9adda7fb5fa20bcc0",
          "body": "…ing interactive directly\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "refactor: Simplify config mocking in test_ask_missing_params by patch…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T10:25:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d89b3f628b85376bb15d55b988b463cf430b4ba6",
          "body": "…ssibility\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: Add high-contrast style for questionary prompts to enhance acce…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-10T10:15:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5aabc209840d38a817c1231bd08a49ba680b65f2",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "just add it.",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-02T15:42:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d123e4579197bdf9f3cbfc0f9c2bafcddf01863e",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "version = \"1.26.9\"",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-01T22:01:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47d5364dda4abc35bd912e08e3be137ea488bb43",
          "body": "…pts.\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "fix: ask_missing_params to improve parameter validation and user prom…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-04-01T22:00:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91151effa4e04fd248308de98eb9ff9d7361250c",
          "body": "… package\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "chore: add questionary package and update dependencies, remove richui…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-03-31T18:46:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7537fe9636f110cc23b22bf6bc37ad7363cce448",
          "body": "fixes flashing ESP32-P4\nimprove chip key normalization\nAdd tests\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: retrieve flash address from esptool",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-03-31T18:41:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79fa28ff00362b1260f3565c88950e790e00642f",
          "body": "Signed-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "chore: update dependencies in uv.lock",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-03-31T18:41:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "619208b6fa0aeb0802668be804c9b16d1ee0d9d0",
          "body": "…rameter to 'auto'\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "tests: remove hardcoded firmware folder path and update bootloader pa…",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-03-31T18:41:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "411c1b69402f836831653acb2faafebc3bafc8c9",
          "body": "- typeahead\n- colors\n\nAllows selecting of :\n- serial port\n- version\n- MicroPython port\n- Boards\n- Board Variants\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "feat: use questionary for better  nteractive prompts",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-03-31T18:41:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08530c82f0394d5c8ca5bd4e9ca2d0e8d5eca491",
          "body": "…etion and rich Tree display\n\n- New ask_port_board_variant(multi_select, action, answers) -> (port, boards, variant):\n  * Port: richui input() with tab-completion from a list of known ports\n  * Displays a rich.Tree of board→variant hierarchy before the board prompt\n  * Board (flash): richui input() \n[…]\nix.py to assert variant is captured\n\nAgent-Logs-Url: https://github.com/Josverl/mpflash/sessions/f901c60e-1e65-43a4-a543-bdad6babfc20\n\nCo-authored-by: Josverl <981654+Josverl@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: add ask_port_board_variant with richui port/board-variant compl…",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-03-31T18:41:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6ec065769413b86df75ce7fdadf06baf1db80b01",
          "body": "- Rewrite mpflash/ask_input.py to use rich-inquirer (SelectPrompt,\n  MultiSelectPrompt, FuzzyPrompt) instead of inquirer question objects.\n  Helper functions now run prompts directly and return values; cancellation\n  (ESC / None) propagates cleanly as an empty-list return from ask_missing_params.\n- \n[…]\nich-inquirer TUI note to README.md.\n\nAgent-Logs-Url: https://github.com/Josverl/mpflash/sessions/48f92d68-7ce9-45b2-9c47-d8b1a29e0257\n\nCo-authored-by: Josverl <981654+Josverl@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: replace inquirer with rich-inquirer for modern TUI prompts",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-03-31T18:41:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7ffc60ddae889e9955a0e69f30ac60a3971433b5",
          "body": "stm32_dfu.py — corrected DLL path (_platform/windows/x86_64), made init_libusb_windows cache and return the backend, dfu_init now returns the backend\nstm32_dfu.py:95 — flash_stm32_dfu now calls dfu_init() and passes backend= to all pydfu calls\ndetect.py — check_dfu_devices now passes the backend to get_dfu_devices\n\nSigned-off-by: Jos Verlinde <Jos_Verlinde@hotmail.com>",
          "is_bot": false,
          "headline": "fix: DFU initialization for Windows and support backend configuration.",
          "author_name": "Jos Verlinde",
          "author_login": "Josverl",
          "committed_at": "2026-03-31T16:30:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b99892ba20fe99ffb988aa4ff4e12c403c8d89ca",
          "body": "… flashing\n\nAgent-Logs-Url: https://github.com/Josverl/mpflash/sessions/497f38a2-b090-499c-ad1a-00ce993003bc\n\nCo-authored-by: Josverl <981654+Josverl@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update pydfu.py from upstream and add .bin file support for STM32 DFU…",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-03-31T15:35:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a146aa3a17c7cdad223f7fb4447441321e99b930",
          "body": null,
          "is_bot": true,
          "headline": "Initial plan",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-03-31T15:35:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 6,
      "commits_last_year": 192,
      "latest_release_at": "2026-07-29T12:06:07Z",
      "latest_release_tag": "v1.28.4",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 28,
      "days_since_latest_release": 0,
      "mean_days_between_releases": 85.1
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 57,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "mpflash",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "MicroPython",
            "UF2",
            "download",
            "esptool",
            "firmware",
            "flash",
            "Development Status :: 5 - Production/Stable",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: Implementation :: CPython",
            "Programming Language :: Python :: Implementation :: MicroPython",
            "Topic :: Software Development :: Build Tools",
            "Topic :: System :: Hardware",
            "Topic :: Utilities"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/mpflash/",
          "is_deprecated": false,
          "latest_version": "1.28.4",
          "repository_url": "https://github.com/Josverl/mpflash",
          "versions_count": 76,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2024-03-05T21:48:24.858282Z",
          "latest_published_at": "2026-07-29T12:05:49.408385Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 0
        }
      ]
    },
    "popularity": {
      "forks": 1,
      "stars": 12,
      "watchers": 1,
      "fork_history": {
        "days": [
          {
            "date": "2025-08-16",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 1,
        "total_forks": 1
      },
      "star_history": null,
      "open_issues_and_prs": 19
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples",
        "notebooks"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "justfile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "mpflash/py.typed"
      ],
      "toolchain_manifests": [],
      "largest_source_bytes": 29652,
      "source_files_sampled": 159,
      "oversized_source_files": 0,
      "agent_instruction_files": [
        ".github/copilot-instructions.md"
      ],
      "agent_instruction_max_bytes": 6071
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 107,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "beautifulsoup4",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.12.3"
        },
        {
          "name": "bincopy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=20.0.0"
        },
        {
          "name": "blkinfo",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.2.0"
        },
        {
          "name": "cachetools",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=5.3.0"
        },
        {
          "name": "esptool",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=5.0.0"
        },
        {
          "name": "questionary",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.0.0"
        },
        {
          "name": "jsonlines",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.0.0"
        },
        {
          "name": "jsons",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.6.3"
        },
        {
          "name": "pywin32",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=310"
        },
        {
          "name": "loguru",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.7.2"
        },
        {
          "name": "mpremote",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.22.0"
        },
        {
          "name": "packaging",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=24.2"
        },
        {
          "name": "platformdirs",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.2.0"
        },
        {
          "name": "psutil",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=7.0.0,<8.0.0"
        },
        {
          "name": "pygithub",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.1.1"
        },
        {
          "name": "pyusb",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.2.1"
        },
        {
          "name": "requests",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.31.0"
        },
        {
          "name": "rich-click",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.8.1"
        },
        {
          "name": "tenacity",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "==9.1.4"
        },
        {
          "name": "cache-to-disk",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.0.0"
        },
        {
          "name": "tomli-w",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.2.0"
        },
        {
          "name": "tomli",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.2.1"
        },
        {
          "name": "pytest-cov",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=7.0.0"
        },
        {
          "name": "peewee",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.0.3"
        },
        {
          "name": "libusb-package",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0.26.0"
        },
        {
          "name": "python-dotenv",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0.0"
        },
        {
          "name": "libusb-package",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0.26.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "beautifulsoup4",
            "direct": true,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "bincopy",
            "direct": true,
            "version": "20.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "blkinfo",
            "direct": true,
            "version": "0.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cache-to-disk",
            "direct": true,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cachetools",
            "direct": true,
            "version": "7.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "esptool",
            "direct": true,
            "version": "5.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonlines",
            "direct": true,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsons",
            "direct": true,
            "version": "1.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "libusb-package",
            "direct": true,
            "version": "1.0.26.1",
            "ecosystem": "pypi"
          },
          {
            "name": "loguru",
            "direct": true,
            "version": "0.7.3",
            "ecosystem": "pypi"
          },
          {
            "name": "mpremote",
            "direct": true,
            "version": "1.28.0",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": true,
            "version": "26.2",
            "ecosystem": "pypi"
          },
          {
            "name": "peewee",
            "direct": true,
            "version": "4.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": true,
            "version": "4.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": true,
            "version": "7.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pygithub",
            "direct": true,
            "version": "2.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": true,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": true,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyusb",
            "direct": true,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32",
            "direct": true,
            "version": "312",
            "ecosystem": "pypi"
          },
          {
            "name": "questionary",
            "direct": true,
            "version": "2.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.34.2",
            "ecosystem": "pypi"
          },
          {
            "name": "rich-click",
            "direct": true,
            "version": "1.9.8",
            "ecosystem": "pypi"
          },
          {
            "name": "tenacity",
            "direct": true,
            "version": "9.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": true,
            "version": "2.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli-w",
            "direct": true,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-doc",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "appdirs",
            "direct": false,
            "version": "1.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "argparse-addons",
            "direct": false,
            "version": "0.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "26.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "backports-tarfile",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "bitarray",
            "direct": false,
            "version": "3.8.2",
            "ecosystem": "pypi"
          },
          {
            "name": "bitstring",
            "direct": false,
            "version": "4.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "capstone",
            "direct": false,
            "version": "5.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.6.17",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cmsis-pack-manager",
            "direct": false,
            "version": "0.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "49.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "distro",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fasteners",
            "direct": false,
            "version": "0.20",
            "ecosystem": "pypi"
          },
          {
            "name": "hidapi",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "humanfriendly",
            "direct": false,
            "version": "10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.18",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": false,
            "version": "9.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-resources",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "intelhex",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "intervaltree",
            "direct": false,
            "version": "3.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-classes",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-context",
            "direct": false,
            "version": "6.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-functools",
            "direct": false,
            "version": "4.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jeepney",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "keyring",
            "direct": false,
            "version": "25.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "lark",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "linkify-it-py",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mdit-py-plugins",
            "direct": false,
            "version": "0.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mock",
            "direct": false,
            "version": "5.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "more-itertools",
            "direct": false,
            "version": "11.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mpbuild",
            "direct": false,
            "version": "0.8",
            "ecosystem": "pypi"
          },
          {
            "name": "mpbuild",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mpflash",
            "direct": false,
            "version": "1.28.3",
            "ecosystem": "pypi"
          },
          {
            "name": "natsort",
            "direct": false,
            "version": "8.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "prettytable",
            "direct": false,
            "version": "3.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "prompt-toolkit",
            "direct": false,
            "version": "3.0.52",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyelftools",
            "direct": false,
            "version": "0.33",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyinstrument",
            "direct": false,
            "version": "5.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pylink-square",
            "direct": false,
            "version": "1.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pynacl",
            "direct": false,
            "version": "1.6.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyocd",
            "direct": false,
            "version": "0.44.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyreadline3",
            "direct": false,
            "version": "3.5.6",
            "ecosystem": "pypi"
          },
          {
            "name": "pyserial",
            "direct": false,
            "version": "3.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-github-actions-annotate-failures",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-json-report",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-metadata",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-mock",
            "direct": false,
            "version": "3.15.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32-ctypes",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "reedsolo",
            "direct": false,
            "version": "1.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": "15.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "secretstorage",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "shellingham",
            "direct": false,
            "version": "1.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sortedcontainers",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "soupsieve",
            "direct": false,
            "version": "2.8.4",
            "ecosystem": "pypi"
          },
          {
            "name": "textual",
            "direct": false,
            "version": "8.2.7",
            "ecosystem": "pypi"
          },
          {
            "name": "tibs",
            "direct": false,
            "version": "0.5.7",
            "ecosystem": "pypi"
          },
          {
            "name": "tuna",
            "direct": false,
            "version": "0.5.15",
            "ecosystem": "pypi"
          },
          {
            "name": "typer",
            "direct": false,
            "version": "0.26.7",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typish",
            "direct": false,
            "version": "1.9.3",
            "ecosystem": "pypi"
          },
          {
            "name": "uc-micro-py",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wcwidth",
            "direct": false,
            "version": "0.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "win32-setctime",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 107,
        "direct_count": 26,
        "indirect_count": 81
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 6,
        "merged_prs": 48,
        "open_issues": 13,
        "closed_ratio": 0.683,
        "closed_issues": 28,
        "closed_unmerged_prs": 17
      },
      "bus_factor": 1,
      "bot_contributors": 3,
      "top_contributors": [
        {
          "type": "User",
          "login": "Josverl",
          "commits": 882,
          "avatar_url": "https://avatars.githubusercontent.com/u/981654?v=4"
        },
        {
          "type": "User",
          "login": "pi-anl",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/10622971?v=4"
        }
      ],
      "contributors_sampled": 2,
      "top_contributor_share": 0.999
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "copilot-setup-steps.yml",
        "dependency-review.yml",
        "pytest_mpflash.yml",
        "release.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "uv.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 9,
            "reason": "binaries present in source code",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": null,
            "reason": "no pull request found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 3,
            "reason": "project has 1 contributing companies or organizations -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "no SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "96addb485bcdb47b99ca60410165fe75452d3212",
        "ran_at": "2026-07-29T12:09:47Z",
        "aggregate_score": 4.6,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-29T11:49:45Z",
      "oldest_open_prs": [
        {
          "number": 36,
          "created_at": "2025-08-19T05:26:53Z",
          "last_comment_at": "2026-05-13T21:32:13Z",
          "last_comment_author": "codecov"
        },
        {
          "number": 37,
          "created_at": "2025-08-19T05:40:19Z",
          "last_comment_at": "2026-05-11T08:26:59Z",
          "last_comment_author": "Josverl"
        },
        {
          "number": 48,
          "created_at": "2025-09-27T15:02:15Z",
          "last_comment_at": "2025-09-27T16:10:55Z",
          "last_comment_author": "copilot-swe-agent"
        },
        {
          "number": 83,
          "created_at": "2026-05-09T15:07:26Z",
          "last_comment_at": "2026-05-09T21:07:59Z",
          "last_comment_author": "codecov"
        },
        {
          "number": 96,
          "created_at": "2026-06-11T18:23:46Z",
          "last_comment_at": "2026-06-11T20:41:06Z",
          "last_comment_author": "Josverl"
        },
        {
          "number": 110,
          "created_at": "2026-07-27T11:44:01Z",
          "last_comment_at": "2026-07-27T11:44:03Z",
          "last_comment_author": "dependabot"
        }
      ],
      "last_merged_pr_at": "2026-07-20T12:13:30Z",
      "ci_last_conclusion": "FAILURE",
      "oldest_open_issues": [
        {
          "number": 8,
          "created_at": "2024-06-24T20:34:30Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 10,
          "created_at": "2024-06-30T21:20:30Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 9,
          "created_at": "2024-10-06T22:52:49Z",
          "last_comment_at": "2025-06-04T23:01:19Z",
          "last_comment_author": "Josverl"
        },
        {
          "number": 16,
          "created_at": "2025-03-26T11:30:20Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 29,
          "created_at": "2025-07-15T20:03:09Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 33,
          "created_at": "2025-08-11T20:45:20Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 34,
          "created_at": "2025-08-11T20:56:36Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 47,
          "created_at": "2025-09-27T15:01:42Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 51,
          "created_at": "2025-12-02T12:50:43Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 65,
          "created_at": "2026-03-31T14:35:49Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 82,
          "created_at": "2026-05-09T15:06:48Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 95,
          "created_at": "2026-06-10T09:02:36Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 111,
          "created_at": "2026-07-27T17:38:20Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/Josverl/mpflash",
    "host": "github.com",
    "name": "mpflash",
    "owner": "Josverl"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": "The weighted overall 62 is calibrated to 69 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
          "params": {
            "raw": 62,
            "calibrated": 69,
            "calibration": "2026-08-02"
          }
        }
      ],
      "value": 69,
      "inputs": {
        "security": 57,
        "vitality": 83,
        "community": 42,
        "governance": 54,
        "calibration": "2026-08-02",
        "engineering": 66,
        "ai_readiness": 75,
        "weighted_overall_raw": 62
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 83,
        "weight": 0.21,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "commits_last_year": 192,
              "human_commit_share": 0.79,
              "days_since_last_push": 0,
              "active_weeks_last_year": 28
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "28/52 weeks with commits",
                "points": 19.4,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 28
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "192 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 192
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "releases_count": 6,
              "latest_release_tag": "v1.28.4",
              "releases_from_tags": false,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 85.1
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "6 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~85.1 days",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 85.1
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 4,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 4 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 4
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "weak",
        "name": "Community & Adoption",
        "value": 42,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 17,
            "inputs": {
              "forks": 1,
              "stars": 12,
              "watchers": 1,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "12 stars",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 54,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 15,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 2,
              "top_contributor_share": 0.999
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "2 contributors",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "merged_prs": 48,
              "open_issues": 13,
              "closed_issues": 28,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 0.683,
              "closed_unmerged_prs": 17,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "68% of issues closed",
                "points": 28.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 68
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "48/65 decided PRs merged",
                "points": 22.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 48,
                      "decided": 65
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "followers": 72,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "Josverl",
              "public_repos": 246,
              "account_age_days": 5461
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "72 followers of Josverl",
                "points": 13.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 72,
                      "login": "Josverl"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "246 public repos, account ~14 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 246
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "mpflash"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "76 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 76
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 66,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "dfu-programmer",
                "esptool",
                "microcontroller",
                "micropython",
                "uf2"
              ],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 57,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 46,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.6
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 107 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 107
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 107,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 107,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 75,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.797,
              "agent_instruction_files": [
                ".github/copilot-instructions.md"
              ],
              "agent_instruction_max_bytes": 6071
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "63 of 79 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 63,
                      "sampled": 79
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "justfile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "mpflash/py.typed"
              ],
              "agent_commit_share": 0.04,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.15
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "justfile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "justfile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "mpflash/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "mpflash/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "4 of the last 100 commits agent-authored or agent-credited",
                "points": 8,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 4,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "15 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 15,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Jupyter Notebook",
              "largest_source_bytes": 29652,
              "source_files_sampled": 159,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Jupyter Notebook with type-check config (mpflash/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "mpflash/py.typed",
                      "language": "Jupyter Notebook"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/159 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 159,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "metrics_version": "2.2.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:mpflash@1.28.4; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T12:09:56.836453Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/Josverl/mpflash.svg",
  "full_name": "Josverl/mpflash",
  "license_state": "standard",
  "license_spdx": "MIT"
}