Public record
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 12:14 UTC

espressif / esptool

Serial utility for flashing, provisioning, and interacting with Espressif SoCs

PythonGPL-2.0★ 6,417 stars⑂ 1,495 forkssince Sep 2014View on GitHub ↗

espressif/esptool holds a health index of 39 out of 100, placing it in the At risk band. It scores highest on Vitality (95/100) and lowest on Security (35/100). It was last updated today. 2 contributors account for most of its recent work.

39
overall / 100
At risk

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

39
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.

Ownership

Espressif SystemsOrganization
8,416 followers321 public repossince Oct 2014

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIesptool5.3.11,559,7119023 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

95Excellent · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
33.9/36Commit cadence — 49/52 weeks with commits
18/18Commit volume — 231 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year231
human_commit_share0.98
days_since_last_push0
active_weeks_last_year49
How it's scored
27/27Ships releases — 54 releases published
36/36Release recency — latest release 8 days ago
27/27Release cadence — a release every ~40.4 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count54
latest_release_tagv4.12.0
releases_from_tagsno
days_since_latest_release8
mean_days_between_releases40.4

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

91Excellent · 18% of overall
How it's scored
60/60Stars — 6,417 stars
25/25Forks — 1,495 forks
13.2/15Watchers — 236 watchers
Inputs used
forks1,495
stars6,417
watchers236
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (GPL-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductno
has_pull_request_templateyes
How it's scored
80/80Monthly downloads — 1,559,711 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesesptool
dependents
ecosystemspypi
total_downloads
monthly_downloads1,559,711
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

75Good · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
16.1/22.5Commit distribution — top contributor authored 28% of commits
13.5/13.5Contributor breadth — 98 contributors
10/10OpenSSF Scorecard: Contributors — project has 10 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled98
top_contributor_share0.285
How it's scored
46/46.8Issue resolution — 98% of issues closed
15.5/38.3PR acceptance — 93/230 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 1/28 approved changesets -- score normalized to 0
Inputs used
merged_prs93
open_issues14
closed_issues928
issue_closed_ratio0.985
closed_unmerged_prs137
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 8,416 followers of espressif
25/25Track record — 321 public repos, account ~11 yr old
Inputs used
followers8,416
owner_typeOrganization
is_verified
owner_loginespressif
public_repos321
account_age_days4,283
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 23 days ago
20/20Version history — 90 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesesptool
ecosystemspypi
any_deprecatedno
min_days_since_publish23

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 20% of overall
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
10/20OpenSSF Scorecard: CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://docs.espressif.com/projects/esptool
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepagehttps://docs.espressif.com/projects/esptool
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

35At risk · 16% of overall
How it's scored
0.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — no data
1.2/2.5CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/28 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 10 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3.8
high_risk_jurisdiction_cap49
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier19
security_posture_before_jurisdiction38
Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier and gives Security posture an At risk ceiling of 49.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages16
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:esptool@5.3.1 runtime dependency closure — what installing the published package pulls in — 16 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

63Moderate · 0% of overall
How it's scored
45/45Agent instructions — .github/copilot-instructions.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 97 of 98 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.99
agent_instruction_files.github/copilot-instructions.md
agent_instruction_max_bytes7,512
How it's scored
18/18One-command bootstrap — test/elf2image/esp32-too-many-sections/Makefile, test/elf2image/esp32c6-appdesc/Makefile, test/images/ram_helloworld/source/Makefile
22/22Automated tests
11/11Lint / format config
0/11Static type checking
0/10Reproducible environment
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileno
typed_languageno
bootstrap_filestest/elf2image/esp32-too-many-sections/Makefile, test/elf2image/esp32c6-appdesc/Makefile, test/images/ram_helloworld/source/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
How it's scored
0/45Type-checkable code — Python without a type-check config
52.8/55Manageable file sizes — 6/149 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes145,883
source_files_sampled149
oversized_source_files6

Key facts

6,417GitHub stars
98contributors
231commits, last 12 months
0days since last push
54releases
2bus factor
14open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 1,495 ⇿
0Stars
1,495Forks
38Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

5007501,0001,2501,5001,495102018-072022-072026-07
Major 1Minor 9Patch 14

Each point covers 8 days.

OpenSSF Scorecard 3.8 / 10
3.8aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-22 12:14 UTC

1Binary-Artifactsbinaries present in source code
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
5CI-Tests1 out of 2 merged PRs checked by a CI test -- score normalized to 5
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/28 approved changesets -- score normalized to 0
10Contributorsproject has 10 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 10
RegistryPackageVersion constraintManifest
PyPIbitstring>=3.1.6,!=4.2.0pyproject.toml
PyPIcryptography>=43.0.0pyproject.toml
PyPIcryptography<49.0.0pyproject.toml
PyPIpyserial>=3.3pyproject.toml
PyPIreedsolo>=1.5.3,<1.8pyproject.toml
PyPIPyYAML>=5.1pyproject.toml
PyPIintelhexpyproject.toml
PyPIrich_click<2pyproject.toml
PyPIclick<9pyproject.toml
PyPIesp-pylib>=1.0.0pyproject.toml
All dependencies 11

Full resolved dependency set from the GitHub dependency graph: 8 direct and 3 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIbitstringdirect
PyPIclickdirect
PyPIcryptographydirect
PyPIesp-pylibdirect
PyPIpyserialdirect
PyPIpyyamldirect
PyPIreedsolodirect
PyPIrich-clickdirect
PyPIcoverageindirect
PyPIesp-docsindirect
PyPIsetuptoolsindirect
Dependency advisories 0

Installing pypi:esptool@5.3.1 pulls in 16 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
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      ],
      "recent_commits": [
        {
          "oid": "bd40e320ee9f4cfc10a74336eef3df499a734d43",
          "body": "change: Hint to use hex format when merging binaries\n\nCloses ESPTOOL-1277\n\nSee merge request espressif/esptool!1001",
          "is_bot": false,
          "headline": "Merge branch 'feat/add_hint_to_merge_bin' into 'master'",
          "author_name": "Peter Dragun",
          "author_login": "peterdragun",
          "committed_at": "2026-07-22T10:17:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23229a2623cda5f9ec57ec8dc6bb58134afc24a1",
          "body": "Raw merge-bin pads gaps with 0xFF, which can erase unused flash sectors\nand slow flashing. Prefer --format hex, which keeps those gaps unpadded.\nSkipping 0xFF flash blocks in the stub was considered\n(https://github.com/espressif/esp-flasher-stub/pull/73), but with compression and Intel HEX it\nadds complexity for little real-world gain. Pointing users at hex is the\nsimpler fix.",
          "is_bot": false,
          "headline": "change: Hint to use hex format when merging binaries",
          "author_name": "Vojtech Piroch",
          "author_login": "vojt444",
          "committed_at": "2026-07-22T08:20:41Z",
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          "body": "docs: Add documentation for color output and CLI help themes\n\nCloses ESPTOOL-1354\n\nSee merge request espressif/esptool!997",
          "is_bot": false,
          "headline": "Merge branch 'docs/colors' into 'master'",
          "author_name": "Peter Dragun",
          "author_login": "peterdragun",
          "committed_at": "2026-07-17T10:23:04Z",
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          "oid": "0315a1010bd6df7adf04a15cc5308bb03f90f15f",
          "body": "https://github.com/espressif/esptool/issues/1175",
          "is_bot": false,
          "headline": "docs: Add documentation for color output and CLI help themes",
          "author_name": "Peter Dragun",
          "author_login": "peterdragun",
          "committed_at": "2026-07-16T08:33:07Z",
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        },
        {
          "oid": "1cdd062615619369aec53242e9760ca812280a09",
          "body": "feat: Extract connect_esp function to cmds\n\nCloses ESPTOOL-1318\n\nSee merge request espressif/esptool!994",
          "is_bot": false,
          "headline": "Merge branch 'feat/connect-esp' into 'master'",
          "author_name": "Peter Dragun",
          "author_login": "peterdragun",
          "committed_at": "2026-07-15T14:35:05Z",
          "body_truncated": false,
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        {
          "oid": "756c9079a2997dfe235dfc354a7329fae073a6f8",
          "body": "… into 'master'\n\nAdd SDC support in esptool\n\nSee merge request espressif/esptool!832",
          "is_bot": false,
          "headline": "Merge branch 'feat/add_espsecure_command_to_generate_rma_certificate'…",
          "author_name": "Roland Dobai",
          "author_login": "dobairoland",
          "committed_at": "2026-07-14T18:09:25Z",
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        {
          "oid": "92842ee41a893befcf3c3cb5eaca90dec15cd182",
          "body": "Co-Authored-By: nilesh.kale <nilesh.kale@espressif.com>",
          "is_bot": false,
          "headline": "feat(esptool): Add Secure Debug Controller commands",
          "author_name": "Aditya Patwardhan",
          "author_login": "AdityaHPatwardhan",
          "committed_at": "2026-07-14T12:09:09Z",
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        },
        {
          "oid": "9a6c5cba32927affe6686173f1c8442325c16a62",
          "body": "Add a new public connect_esp() command that mirrors how the esptool CLI\nestablishes a connection: auto-discover serial ports, auto-detect the\nchip, and retry failed connections. This gives scripts a single-call\nentry point for the full CLI connection behavior without reimplementing\nit around detect_\n[…]\n ROM cannot\nchange baud, only the stub can), and add host-only tests verifying the\ndeprecated aliases forward to their replacements. Remove the mocked\ntest_connect_esp.py in favor of these real tests.",
          "is_bot": false,
          "headline": "feat: Extract connect_esp function to cmds",
          "author_name": "Nebojša Cvetković",
          "author_login": "nebkat",
          "committed_at": "2026-07-13T12:49:37Z",
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          "oid": "ba57b820bd5da6dd4c8eb3a6c909be0301dce6ac",
          "body": "    * generate-sdc-certificate - Command to Generate the SDC certificate\n    * generate-sdc-public-key-digest - Command to Generate the SDC\n      public key digest\n\nCo-Authored-By: nilesh.kale <nilesh.kale@espressif.com>",
          "is_bot": false,
          "headline": "feat(espsecure): Add support for Secure Debug Controller commands",
          "author_name": "Aditya Patwardhan",
          "author_login": "AdityaHPatwardhan",
          "committed_at": "2026-07-13T12:43:29Z",
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          "oid": "b584f576f7bbf1dd521125c0d1caf5bd7c5a8b98",
          "body": "ci: Bump pre-commit hooks\n\nCloses ESPTOOL-1355\n\nSee merge request espressif/esptool!984",
          "is_bot": false,
          "headline": "Merge branch 'pre-commit-ci-update-config' into 'master'",
          "author_name": "Roland Dobai",
          "author_login": "dobairoland",
          "committed_at": "2026-07-13T07:00:36Z",
          "body_truncated": false,
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        {
          "oid": "36f1e8cf7c13c0274455dcfb8199c93b7c9d265e",
          "body": "ci(sync): resolve carried MRs to master targets only\n\nSee merge request espressif/esptool!987",
          "is_bot": false,
          "headline": "Merge branch 'ci/fix_sync_mr_self_reference' into 'master'",
          "author_name": "Roland Dobai",
          "author_login": "dobairoland",
          "committed_at": "2026-07-13T06:54:20Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "ci(sync): resolve carried MRs to master targets only",
          "author_name": "Roland Dobai",
          "author_login": "dobairoland",
          "committed_at": "2026-07-08T18:01:00Z",
          "body_truncated": false,
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          "oid": "c7dd1c6ffe4266ba398d44b6c43678263570b8ac",
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          "is_bot": false,
          "headline": "Merge branch 'contribution_pylib' into 'master'",
          "author_name": "Roland Dobai",
          "author_login": "dobairoland",
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          "is_bot": false,
          "headline": "Merge branch 'fix_logger_nooverride' into 'master'",
          "author_name": "Roland Dobai",
          "author_login": "dobairoland",
          "committed_at": "2026-07-08T13:30:14Z",
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          "is_bot": false,
          "headline": "docs(contributing.rst): Add section about reusing shared code (esp-py…",
          "author_name": "Peter Dragun",
          "author_login": "peterdragun",
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          "body": null,
          "is_bot": false,
          "headline": "ci: Remove outdated Python 3.7 mention in pre-commit config",
          "author_name": "Peter Dragun",
          "author_login": "peterdragun",
          "committed_at": "2026-07-08T10:57:36Z",
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          "is_bot": false,
          "headline": "change: Do not override the logger if it is already set",
          "author_name": "Peter Dragun",
          "author_login": "peterdragun",
          "committed_at": "2026-07-08T10:09:05Z",
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          "oid": "b74b8a9d56e4f8b021488dcac6a01a68a4738dbf",
          "body": "updates:\n- [github.com/pre-commit/pre-commit-hooks: v4.4.0 → v6.0.0](https://github.com/pre-commit/pre-commit-hooks/compare/v4.4.0...v6.0.0)\n- [github.com/astral-sh/ruff-pre-commit: v0.15.9 → v0.15.20](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.9...v0.15.20)\n- [github.com/pre-commit/mirrors-mypy: v1.20.0 → v2.1.0](https://github.com/pre-commit/mirrors-mypy/compare/v1.20.0...v2.1.0)",
          "is_bot": true,
          "headline": "ci: Bump pre-commit hooks",
          "author_name": "pre-commit-ci[bot]",
          "author_login": "pre-commit-ci[bot]",
          "committed_at": "2026-07-06T19:13:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "48ad5b36932c41a3338fabc4b4add398e3261a6d",
          "body": "ci: skip Danger MR linter on bot/sync-master to fix config_error\n\nSee merge request espressif/esptool!980",
          "is_bot": false,
          "headline": "Merge branch 'ci/skip_danger_on_sync_bot' into 'master'",
          "author_name": "Roland Dobai",
          "author_login": "dobairoland",
          "committed_at": "2026-07-03T12:51:04Z",
          "body_truncated": false,
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        },
        {
          "oid": "ed9505195afaf64a4464ee5c5b44f0e9fc6b7ee1",
          "body": null,
          "is_bot": false,
          "headline": "ci: skip Danger MR linter on bot/sync-master to fix config_error",
          "author_name": "Roland Dobai",
          "author_login": "dobairoland",
          "committed_at": "2026-07-03T10:17:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df7d0d4915a4915eed9a4d8f58ee8763355d7296",
          "body": "ci: auto-open review MR syncing master into internal/dev_release\n\nSee merge request espressif/esptool!978",
          "is_bot": false,
          "headline": "Merge branch 'ci/auto_sync_internal_release' into 'master'",
          "author_name": "Roland Dobai",
          "author_login": "dobairoland",
          "committed_at": "2026-07-02T17:25:40Z",
          "body_truncated": false,
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        },
        {
          "oid": "c10a9db4c8e3e20ba029f670fe3a3995428326e6",
          "body": null,
          "is_bot": false,
          "headline": "ci: auto-open review MR syncing master into internal/dev_release",
          "author_name": "Roland Dobai",
          "author_login": "dobairoland",
          "committed_at": "2026-07-02T12:30:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50be069ec53eae76f159ab26a4709df3a1ba9d00",
          "body": "feat(espefuse): Support efuse token dump\n\nCloses ESPTOOL-1166\n\nSee merge request espressif/esptool!807",
          "is_bot": false,
          "headline": "Merge branch 'feature/efuse_dump' into 'master'",
          "author_name": "Roland Dobai",
          "author_login": "dobairoland",
          "committed_at": "2026-06-30T14:27:03Z",
          "body_truncated": false,
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        },
        {
          "oid": "a634b47e31764b91c314f0e7a736f9972c3a135f",
          "body": null,
          "is_bot": false,
          "headline": "feat(espefuse): Adds eFuse token dump",
          "author_name": "Konstantin Kondrashov",
          "author_login": "KonstantinKondrashov",
          "committed_at": "2026-06-30T13:37:26Z",
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        },
        {
          "oid": "e7f3ca80c8b24a99bcea95cf3afca30a83920bae",
          "body": null,
          "is_bot": false,
          "headline": "fix(espefuse): Remove adc_tp class for irrelevant fields",
          "author_name": "Konstantin Kondrashov",
          "author_login": "KonstantinKondrashov",
          "committed_at": "2026-06-30T13:29:44Z",
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          "is_coding_agent": false
        },
        {
          "oid": "331097f8fdda657778f90c509b6511e9366a5177",
          "body": "feat: Migrate esptool to use esp-pylib\n\nCloses ESPTOOL-1273 and ESPTOOL-1334\n\nSee merge request espressif/esptool!953",
          "is_bot": false,
          "headline": "Merge branch 'feat/pylib' into 'master'",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
          "committed_at": "2026-06-29T07:48:23Z",
          "body_truncated": false,
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        },
        {
          "oid": "790309df3163598fb4d125bbff5e7794cccd1cbd",
          "body": "change: Update version to 5.3.1\n\nSee merge request espressif/esptool!973",
          "is_bot": false,
          "headline": "Merge branch 'update/release_v5.3.1' into 'master'",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
          "committed_at": "2026-06-29T06:33:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "0d2dfefe029eb48c23ddde61f9118b32d39dc7b9",
          "body": null,
          "is_bot": false,
          "headline": "change: Update version to 5.3.1",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
          "committed_at": "2026-06-26T10:11:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bbf22b902323539ad70ce43295dfacc275c55699",
          "body": "change: limit cryptography version to 49.0.0 for Intel Macs\n\nSee merge request espressif/esptool!971",
          "is_bot": false,
          "headline": "Merge branch 'cryptography_limit_intel_macos' into 'master'",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
          "committed_at": "2026-06-26T09:20:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4eb420a20c9eae3068fb5c8a2fc44a8e0528c6e",
          "body": "Add esp-pylib as a mypy additional dependency and tighten Click type hints,\nincluding a shared EsptoolContext for typed context attributes.",
          "is_bot": false,
          "headline": "fix: satisfy mypy after adding esp-pylib to pre-commit",
          "author_name": "Peter Dragun",
          "author_login": "peterdragun",
          "committed_at": "2026-06-26T08:57:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ec37d388ea38b00cfab5344e6c50ff1b18e09a6",
          "body": null,
          "is_bot": false,
          "headline": "feat: Migrate esp_rfc2217_server to use esp-pylib and rich_click",
          "author_name": "Peter Dragun",
          "author_login": "peterdragun",
          "committed_at": "2026-06-26T08:57:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd052d61530fd2c291f27c4186067339754fa312",
          "body": "Route shared infrastructure through esp-pylib: EspLog-based logging,\nToolConfig, serial port discovery/sorting, reset primitives, shared\nClick types/options, FatalError base class, and IDE exception reporting.\n\nEsptoolLogger subclasses EspLog; TemplateLogger and its warning/error\naliases are preserv\n[…]\nide effect, we are also solving the issue of NO_COLOR not working\ncorrectly in all cases. The logic behind smart features is now moved\nto rich.\n\nCloses https://github.com/espressif/esptool/issues/1168",
          "is_bot": false,
          "headline": "feat: Migrate esptool to use esp-pylib",
          "author_name": "Peter Dragun",
          "author_login": "peterdragun",
          "committed_at": "2026-06-26T08:57:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6258c1fb21ee84c9f75c7b2366ef810330d47e39",
          "body": "Temporary fix for the build issue on Intel Macs.\nCryptography 49.0.0 has stopped building wheels for Intel Macs.",
          "is_bot": false,
          "headline": "change: limit cryptography version to 49.0.0 for Intel Macs",
          "author_name": "Peter Dragun",
          "author_login": "peterdragun",
          "committed_at": "2026-06-26T08:18:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39fd73f28c49462ea35b60d254932a2f537abafe",
          "body": "fix: Preserve VID/PID lookup for symlinked ports\n\nSee merge request espressif/esptool!970",
          "is_bot": false,
          "headline": "Merge branch 'fix/vid-pid-symlink-lookup' into 'master'",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
          "committed_at": "2026-06-25T14:24:03Z",
          "body_truncated": false,
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        },
        {
          "oid": "aea67cd3d79888046e56b490ca80a8ae8efe7cac",
          "body": null,
          "is_bot": false,
          "headline": "fix: Preserve VID/PID lookup for symlinked ports",
          "author_name": "Jaroslav Burian",
          "author_login": "Dzarda7",
          "committed_at": "2026-06-25T11:37:15Z",
          "body_truncated": false,
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        },
        {
          "oid": "c58a5bdbb7528c7c538ce1e87f38ebc85009b760",
          "body": "fix: Fix operations over USB-Serial/JTAG transport in Secure Download Mode\n\nCloses ESPTOOL-1344 and ESPTOOL-1346\n\nSee merge request espressif/esptool!966",
          "is_bot": false,
          "headline": "Merge branch 'fix/esp32p4_SDM' into 'master'",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
          "committed_at": "2026-06-22T11:17:06Z",
          "body_truncated": false,
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        },
        {
          "oid": "6c9ad54634744c3c3cce9824e85f69dc6e6a1972",
          "body": "… Mode\n\nCloses https://github.com/espressif/esptool/issues/1173",
          "is_bot": false,
          "headline": "fix: Fix operations over USB-Serial/JTAG transport in Secure Download…",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
          "committed_at": "2026-06-22T10:32:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65f72ed769e25d1f98301a58d28b5da852dae832",
          "body": "refactor(gitlab_ci): GitLab pipeline refactor\n\nCloses ESPTOOL-732 and ESPTOOL-1320\n\nSee merge request espressif/esptool!620",
          "is_bot": false,
          "headline": "Merge branch 'refactor/GL_pipeline' into 'master'",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
          "committed_at": "2026-06-18T10:18:34Z",
          "body_truncated": false,
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        },
        {
          "oid": "8091c9df8d73d2f3257d780f61a36edca0569ed2",
          "body": "Raise FatalError instead of leaking StopIteration\n\nCloses ESPTOOL-1341\n\nSee merge request espressif/esptool!963",
          "is_bot": false,
          "headline": "Merge branch 'change/stop_iteration_to_fatal_error' into 'master'",
          "author_name": "Roland Dobai",
          "author_login": "dobairoland",
          "committed_at": "2026-06-17T18:28:09Z",
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          "oid": "2b5bc8b58b7e0e89f1dd5f24e846d112560d1bb7",
          "body": null,
          "is_bot": false,
          "headline": "fix: Raise FatalError instead of leaking StopIteration",
          "author_name": "Roland Dobai",
          "author_login": "dobairoland",
          "committed_at": "2026-06-17T16:54:37Z",
          "body_truncated": false,
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        },
        {
          "oid": "5002a3b0611c585a21b73956ee7689732446fa68",
          "body": null,
          "is_bot": false,
          "headline": "ci: GitLab pipeline readability refactor",
          "author_name": "Jakub Kocka",
          "author_login": "jakub-kocka",
          "committed_at": "2026-06-17T13:40:24Z",
          "body_truncated": false,
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        },
        {
          "oid": "f6fded4002d81279b261a056761f81f8fc07d7e0",
          "body": "Remove non-existent HMAC key purposes for ESP32-C61\n\nSee merge request espressif/esptool!962",
          "is_bot": false,
          "headline": "Merge branch 'fix/remove_hmac_key_purposes_c61' into 'master'",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
          "committed_at": "2026-06-09T13:55:29Z",
          "body_truncated": false,
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        },
        {
          "oid": "ec4fc2aaafded00f90de0ec9955b7437188fc022",
          "body": "ESP32-C61 does not support the HMAC peripheral, so the HMAC_DOWN_ALL,\nHMAC_DOWN_JTAG, HMAC_DOWN_DIGITAL_SIGNATURE and HMAC_UP key purposes do\nnot exist on this chip. Remove them from the C61 key purpose list to\nmatch the hardware (and the ESP-IDF C61 efuse definitions).",
          "is_bot": false,
          "headline": "fix(espefuse): Remove non-existent HMAC key purposes for ESP32-C61",
          "author_name": "harshal.patil",
          "author_login": "Harshal5",
          "committed_at": "2026-06-09T12:36:07Z",
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        },
        {
          "oid": "c5f95c9418be315952ff82387b0776046070f848",
          "body": "Updated pre-commit hooks, Added checks, Fixed files\n\nSee merge request espressif/esptool!960",
          "is_bot": false,
          "headline": "Merge branch 'ci/pre-commit-update' into 'master'",
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          "author_login": "radimkarnis",
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          "is_bot": false,
          "headline": "Merge branch 'fix/url_handler' into 'master'",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
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          "is_bot": false,
          "headline": "ci: Added commit sha to .git-blame-ignore-revs",
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          "author_login": "jakub-kocka",
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          "headline": "fix(pyinstaller): Bundle pyserial URL handlers",
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          "is_bot": false,
          "headline": "Merge branch 'change/explain_new_stub' into 'master'",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
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          "is_bot": false,
          "headline": "Merge branch 'update/release_v5.3.0' into 'master'",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
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          "is_bot": false,
          "headline": "Merge branch 'fix/stub_flasher_v2_fixes' into 'master'",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
          "committed_at": "2026-05-29T14:20:04Z",
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          "is_bot": false,
          "headline": "fix(stub_flasher): Fix C900 compressed upload error + writing to non-…",
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          "author_login": "radimkarnis",
          "committed_at": "2026-05-29T13:02:53Z",
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          "is_bot": false,
          "headline": "Merge branch 'change/internal_dev_release_support' into 'master'",
          "author_name": "Roland Dobai",
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          "headline": "change: Introduce the new internal development release process",
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          "is_bot": false,
          "headline": "Merge branch 'update_actions' into 'master'",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
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          "headline": "ci(github): Update actions to the latest versions",
          "author_name": "Peter Dragun",
          "author_login": "peterdragun",
          "committed_at": "2026-05-25T07:06:42Z",
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          "headline": "Merge branch 'bugifx/flash-region-issue' into 'master'",
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          "headline": "Merge branch 'feat/reset_hw_flow_ctrl' into 'master'",
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          "headline": "feat(espefuse): Update efuse table for ESP32-H21",
          "author_name": "Konstantin Kondrashov",
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          "committed_at": "2026-05-22T07:14:31Z",
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          "headline": "ci: Added macOS binaries signing",
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          "is_bot": false,
          "headline": "change(stub_flasher): Default the stub flasher version to 2, keep 1 a…",
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          "author_login": "radimkarnis",
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          "oid": "9ea2c5c018fd01710f88f611a16310c3c99f78f0",
          "body": "USB-UART adapter with always-enabled hardware flow control like the\nSiLabs CP2102C need special treatment",
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          "headline": "feat(reset): support hardware flow control adapters",
          "author_name": "Jeija",
          "author_login": "Jeija",
          "committed_at": "2026-05-13T11:08:57Z",
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          "headline": "ci(uf2): Exclude ESP32-E22 from UF2 ID checks",
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        {
          "oid": "3eefe1703b47c3c904ba55b5e3c260cf6e1803fb",
          "body": "Add a parametrized TestRamOnlyHeader suite that synthesizes ELFs\nwith controlled section sizes and addresses to exercise the\n--ram-only-header codepath across the (BOOTLOADER_FLASH_OFFSET,\narch) equivalence groups: esp32, esp32s3, esp32c3, esp32c5.\n\nSix layout scenarios target the pad-length math in\n[…]\n2-LSB files\nfor these tests. pyelftools is read-only and cannot produce ELFs,\nso the small subset of the spec esptool consumes is hand-rolled.\n\nSigned-off-by: Sylvio Alves <sylvio.alves@espressif.com>",
          "is_bot": false,
          "headline": "test(elf2image): Cover --ram-only-header layout edge cases",
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          "body": "In --ram-only-header mode a pad segment is always written before each\nflash segment. The previous code reused get_alignment_data_needed(),\nwhose \"already aligned\" short-circuit does not account for the extra\n8-byte pad header, producing an off-by-8 pad length when the file\nposition landed just short\n[…]\n segment whose size ends in 0xXff8).\n\nCompute the pad length inline in the ram-only branch. The non-ram\nbranch (used by ESP-IDF) is unchanged.\n\nSigned-off-by: Sylvio Alves <sylvio.alves@espressif.com>",
          "is_bot": false,
          "headline": "fix(elf2image): Correct pad length for ram-only-header flash segments",
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          "headline": "ci: Add nightly stub compatibility canary pipeline",
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          "author_login": "dobairoland",
          "committed_at": "2026-05-05T12:37:02Z",
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          "body": "…shes during clock init",
          "is_bot": false,
          "headline": "feat(flasher_stub): Support USB-Serial/JTAG on ESP32-S31, prevent cra…",
          "author_name": "Radim Karniš",
          "author_login": "radimkarnis",
          "committed_at": "2026-05-04T12:41:21Z",
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          "headline": "feat(test): Unit tests non-encrypted binaries to encrypted device",
          "author_name": "Jakub Kocka",
          "author_login": "jakub-kocka",
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          "headline": "fix(esptool): Use correct address for reading efuses in ESP32-S31",
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          "is_bot": false,
          "headline": "fix(stub_flasher): Print an explanatory error if the stub flasher fil…",
          "author_name": "Radim Karniš",
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          "headline": "ci: Add ruff isort rules to pyproject.toml",
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          "body": "Include the hex raw bitstring as the raw_value for JSON summary output.",
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          "headline": "feat(espefuse): add raw_value to JSON summary output",
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          "author_login": "radimkarnis",
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          "headline": "feat(esp32s31): Add stub flasher support",
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          "headline": "feat: Use vid pid detection instead of UARTDEV_BUF_NO",
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          "headline": "feat(espefuse): Add calib efuse fields for ESP32C5",
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          "headline": "fix(esp32h4): make flash could run at 64MHz since 2nd stage bootloader",
          "author_name": "Song Ruo Jing",
          "author_login": "songruo",
          "committed_at": "2026-04-20T10:39:31Z",
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          "headline": "change(esp32s3): Add external NAND flash chip support via the new stu…",
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          "author_login": "dobairoland",
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          "body": "For consistency reasons with other chips the value description is moved to the description.",
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          "headline": "fix(espefuse): Remove the value description of the efuse for ESP32-C5",
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          "committed_at": "2026-04-07T13:32:48Z",
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          "body": "updates:\n- [github.com/astral-sh/ruff-pre-commit: v0.14.10 → v0.15.9](https://github.com/astral-sh/ruff-pre-commit/compare/v0.14.10...v0.15.9)\n- [github.com/pre-commit/mirrors-mypy: v1.19.1 → v1.20.0](https://github.com/pre-commit/mirrors-mypy/compare/v1.19.1...v1.20.0)\n- [github.com/codespell-project/codespell: v2.4.1 → v2.4.2](https://github.com/codespell-project/codespell/compare/v2.4.1...v2.4.2)",
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              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 3.8,
              "high_risk_jurisdiction_cap": 49,
              "high_risk_jurisdiction_multiplier": 50,
              "security_posture_after_multiplier": 19,
              "security_posture_before_jurisdiction": 38
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "1 out of 2 merged PRs checked by a CI test -- score normalized to 5",
                "points": 1.2,
                "status": "partial",
                "details": [],
                "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 1/28 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 10 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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 14 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": "SAST tool is not run on all commits -- score normalized to 0",
                "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": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:esptool@5.3.1 runtime dependency closure — what installing the published package pulls in — 16 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:esptool@5.3.1",
                  "assessed": 16
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 16,
              "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": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "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": "excellent",
            "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": 16,
              "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": "moderate",
            "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": 50,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": true,
              "exposures": [
                {
                  "role": "top_contributor",
                  "count": 1,
                  "country": "Russia"
                }
              ],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 12
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Russia: top_contributor (1)",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
                    "params": {
                      "role": "top_contributor",
                      "count": 1,
                      "country": "Russia"
                    }
                  }
                ],
                "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": "moderate",
        "name": "AI Readiness",
        "value": 63,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.99,
              "agent_instruction_files": [
                ".github/copilot-instructions.md"
              ],
              "agent_instruction_max_bytes": 7512
            },
            "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": "97 of 98 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 97,
                      "sampled": 98
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "test/elf2image/esp32-too-many-sections/Makefile",
                "test/elf2image/esp32c6-appdesc/Makefile",
                "test/images/ram_helloworld/source/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "test/elf2image/esp32-too-many-sections/Makefile, test/elf2image/esp32c6-appdesc/Makefile, test/images/ram_helloworld/source/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "test/elf2image/esp32-too-many-sections/Makefile, test/elf2image/esp32c6-appdesc/Makefile, test/images/ram_helloworld/source/Makefile"
                    }
                  }
                ],
                "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": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "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": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 145883,
              "source_files_sampled": 149,
              "oversized_source_files": 6
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "6/149 source files over 60KB",
                "points": 52.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 149,
                      "oversized": 6
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T12:14:58.443858Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/espressif/esptool.svg",
  "full_name": "espressif/esptool",
  "license_state": "standard",
  "license_spdx": "GPL-2.0"
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.26.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsPyPI.