Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-26 05:35 UTC

PancakeTAS / lsfg-vk

Lossless Scaling Frame Generation on Linux

C++GPL-3.0★ 4,595 stars⑂ 125 forkssince Jun 2025View on GitHub ↗

PancakeTAS/lsfg-vk holds a health index of 56 out of 100, placing it in the Moderate band. It scores highest on Vitality (70/100) and lowest on Security (35/100). It was last updated 27 days ago. A single contributor accounts for most of its recent work.

56
overall / 100
Moderate

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.

56
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.

Ownership

PancakeTASPersonal account
288 followers33 public repossince Jan 2021

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Metrics by category

Vitality

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

70Good · 22% of overall
How it's scored
28.8/36Push recency — last push 27 days ago
14.5/36Commit cadence — 21/52 weeks with commits
18/18Commit volume — 149 commits in the last year
5/10OpenSSF Scorecard: Maintained — 2 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 5
Inputs used
commits_last_year149
human_commit_share1
days_since_last_push27
active_weeks_last_year21
How it's scored
27/27Ships releases — 3 releases published
36/36Release recency — latest release 27 days ago
12.6/27Release cadence — a release every ~168.3 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count3
latest_release_tagv2.0.0-dev
releases_from_tagsno
days_since_latest_release27
mean_days_between_releases168.3

Community & Adoption

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

70Good · 18% of overall
How it's scored
59.4/60Stars — 4,595 stars
17.4/25Forks — 125 forks
9.9/15Watchers — 61 watchers
Inputs used
forks125
stars4,595
watchers61
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (GPL-3.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

47At risk · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.8/22.5Commit distribution — top contributor authored 96% of commits
13.5/13.5Contributor breadth — 11 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled11
top_contributor_share0.963
How it's scored
36.2/46.8Issue resolution — 77% of issues closed
21.1/38.3PR acceptance — 27/49 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 2/23 approved changesets -- score normalized to 0
Inputs used
merged_prs27
open_issues14
closed_issues48
issue_closed_ratio0.774
closed_unmerged_prs22
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
17.7/25Owner reach — 288 followers of PancakeTAS
22.1/25Track record — 33 public repos, account ~5 yr old
Inputs used
followers288
owner_typeUser
is_verified
owner_loginPancakeTAS
public_repos33
account_age_days2,002
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

54Moderate · 20% of overall
How it's scored
24/24CI workflows — 3 workflow(s)
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 3 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_ciyes
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://discord.gg/losslessscaling
10/10Repository description
10/10Topics — 6 topics
10/10Wiki
Inputs used
topicslinux, lsfg, steamdeck, vulkan, losslessscaling, frame-generation
has_wikiyes
homepagehttps://discord.gg/losslessscaling
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
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
0/2.5CI-Tests — 0 out of 3 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 2/23 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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
3.8/7.5Maintained — 2 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 5
0/5Packaging — no data
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_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3.5
Excluded from scoring (no data or not applicable): branch_protection, packaging. Remaining weights renormalized.

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.

37At risk · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 98 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.98
agent_instruction_files
agent_instruction_max_bytes
How it's scored
0/18One-command bootstrap
0/22Automated tests
0/11Lint / format config
11/11Static type checking — C++ (statically typed)
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_testsno
lockfiles
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — C++ (statically typed)
54.3/55Manageable file sizes — 1/81 source files over 60KB
Inputs used
primary_languageC++
largest_source_bytes485,931
source_files_sampled81
oversized_source_files1

Key facts

4,595GitHub stars
11contributors
149commits, last 12 months
27days since last push
3releases
1bus factor
14open issues
package ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

Star and fork history 0 ★ / 125 ⇿
0Stars
125Forks
3Releases

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.

025507510012512352025-072026-012026-07
Major 1Minor 1Patch 0
OpenSSF Scorecard 3.5 / 10
3.5aggregate

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 · 2026-07-26 05:35 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during GetBranch(release): error during branchesHandler.query: 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
0CI-Tests0 out of 3 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 2/23 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
5Maintained2 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 5
n/aPackagingpackaging workflow not 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
All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "linux",
        "lsfg",
        "steamdeck",
        "vulkan",
        "losslessscaling",
        "frame-generation"
      ],
      "is_fork": false,
      "size_kb": 3109,
      "has_wiki": true,
      "homepage": "https://discord.gg/losslessscaling",
      "languages": {
        "C++": 298079,
        "QML": 12709,
        "CMake": 6776
      },
      "pushed_at": "2026-06-28T07:01:02Z",
      "created_at": "2025-06-28T08:52:08Z",
      "owner_type": "User",
      "updated_at": "2026-07-26T05:27:03Z",
      "description": "Lossless Scaling Frame Generation on Linux",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "GPL-3.0",
      "default_branch": "develop",
      "license_spdx_raw": "GPL-3.0",
      "primary_language": "C++",
      "significant_languages": [
        "C++"
      ]
    },
    "owner": {
      "blog": "https://pancake.gay",
      "name": "PancakeTAS",
      "type": "User",
      "login": "PancakeTAS",
      "company": null,
      "location": "Germany",
      "followers": 288,
      "avatar_url": "https://avatars.githubusercontent.com/u/78265483?v=4",
      "created_at": "2021-01-30T14:08:22Z",
      "is_verified": null,
      "public_repos": 33,
      "account_age_days": 2002
    },
    "license": {
      "state": "standard",
      "spdx_id": "GPL-3.0",
      "raw_spdx": "GPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v2.0.0-dev",
          "kind": "prerelease",
          "published_at": "2026-06-28T07:01:03Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2025-07-30T19:41:37Z"
        },
        {
          "tag": "v0.9.0",
          "kind": "minor",
          "published_at": "2025-07-26T16:09:45Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "8b0da2661c6f3473a7fccc8ba643880050e71642",
          "body": "Whoops.",
          "is_bot": false,
          "headline": "fix: fix: Unset HDR enabled property entirely",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-06-28T06:59:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e282e243ad79f438c82ba4310eff7a1ea1732db3",
          "body": "When the HDR enabled property is set, LSFG will assume the source buffer is in the Windows HDR colorspace (scRGB?). Prior to this change lsfg-vk would enabled this property whenever a 10-bit or 16-bit framebuffer is used, without respecting the swapchains actual colorspace. According to some reports\n[…]\n 10-bit or 16-bit framebuffer (such as mpv or ffplay when playing movies, etc.), but in turn this might also break some HDR games. A proper HDR implementation will be released once I find the time to.",
          "is_bot": false,
          "headline": "fix: Unset HDR enabled property entirely",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-06-27T08:05:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "218820e8dc2d69c21a7a0775b5c47f2c447ed31a",
          "body": null,
          "is_bot": false,
          "headline": "chore: Adjust to new compiler warnings",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-04-25T18:52:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f17e9ce746ba3fe2dc46e5a22145af6fb389c615",
          "body": "Apparently people just cannot read, so hopefully this works better",
          "is_bot": false,
          "headline": "docs: Re-create issue templates",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-02-23T13:23:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "997bc665f7f0f229c8d89a59cf3567ee3930927c",
          "body": null,
          "is_bot": false,
          "headline": "docs: Add wrong GPU troubleshooting note",
          "author_name": "WillyJL",
          "author_login": "WillyJL",
          "committed_at": "2026-02-05T20:24:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08c381915b83c9c6b8e5a7d5a01827a3b706c7a0",
          "body": "#458",
          "is_bot": false,
          "headline": "docs: remove issue templates",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-02-05T01:14:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9cdcf8ba78b2e104eda3a8d66673c4b30a9fb71",
          "body": "shader order was swapped, causing fp16 to be used when fp32 was requested and vice versa.",
          "is_bot": false,
          "headline": "fix: backend: switch fp16/fp32 shader order",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-01-31T17:53:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14904b9f3d78aea692bff0d330ce403ae0e74766",
          "body": null,
          "is_bot": false,
          "headline": "fix: ui: create config directory before config file",
          "author_name": "Gary Tierney",
          "author_login": "garyttierney",
          "committed_at": "2026-01-18T17:48:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1f89cc1daed469cd6e1a21a18e5816fea9ec9fb",
          "body": null,
          "is_bot": false,
          "headline": "apt add missing folderlistmodel",
          "author_name": "Andrey Zgarbul",
          "author_login": "burrbull",
          "committed_at": "2026-01-06T19:16:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0cec20d8a9029d9d290e088388ca2187c32ea10",
          "body": null,
          "is_bot": false,
          "headline": "fix: cli: do not set irreversible benchmark defaults",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-01-05T21:11:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc137ed3103bbb81f006d4503a9bf5f0c10fbdec",
          "body": null,
          "is_bot": false,
          "headline": "chore: turn pointer into a noexcept",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-31T10:01:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d4bf16f990fbf62323709f7f3b48b987f0897d1",
          "body": "previously this would always result in a transfer to the first queue, which seems to always be the right queue.. but that shouldn't be relied on",
          "is_bot": false,
          "headline": "fix: specify ignored queue family transition",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-31T10:00:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "034c431d76237e1122ce42e9b8853cac179e10ce",
          "body": null,
          "is_bot": false,
          "headline": "chore: update clang-tidy warnings",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-31T09:57:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58c494b473bc5851eb2d46cf50aae60ea80983ba",
          "body": "whoops",
          "is_bot": false,
          "headline": "fix: layer: invert flow scale",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-29T04:32:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8b75d85d2784ce6901797575d121a856826f09f",
          "body": "looks like 22.04 does not have these two packages in their dependeny tree..",
          "is_bot": false,
          "headline": "docs: add missing packages on ubuntu/debian",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-28T07:13:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9943153918b50804338adfbc719793be3546f954",
          "body": "i- it turns out some games *do* use multiple Vulkan instances",
          "is_bot": false,
          "headline": "fix: layer: support multiple instances",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-26T03:14:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94d243bc2d4ab6e334200616a3c8a01a43a567ee",
          "body": "comments document why this is needed. closes #59",
          "is_bot": false,
          "headline": "workaround: leak Vulkan instance & device",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T21:45:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ceff118e8a0644382e724282c12029b04178858f",
          "body": null,
          "is_bot": false,
          "headline": "fix: change various definitions for x86 support",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T20:47:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2928e4ce6d2fbc5410a7f0ec12b3266b7eadbf8",
          "body": "emplacing a value into an unordered map does not override, so if the swapchain handles were identical (which they are commonly), then it would try to continue with the swapchain images from the old swapchain.\n\nironically, the swapchain images are also mostly identical. in fact, when using validation\n[…]\nay, this fixes a bunch of weird behavior:\n- swapchain creation failing\n- the application hanging on a present\n- the infamous \"assertion failed!\" wine warning\n- segmentation faults in the NVIDIA driver",
          "is_bot": false,
          "headline": "fix: layer: clean up layer info",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T19:23:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6d2ed649c9841adbc50d4d2d92c6d922060810a1",
          "body": "for some reason one the Steam Deck pixels don't quite mean pixels",
          "is_bot": false,
          "headline": "fix: ui: let the layout decide group height",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T05:23:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1975f2f64ff3381c84a9460f4ad712d1794bacca",
          "body": "I should sleep",
          "is_bot": false,
          "headline": "fix: remove leftover stderr",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T04:17:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "991056abc175eaa35455b2dbf6572677b85d7877",
          "body": "the string in the profile needs to be the end of the identified string, not the other way around",
          "is_bot": false,
          "headline": "fix: fix order of partial match",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T04:00:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a13914b55e7ce71f5522513fde277a2affb5a1f",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): add docs to main repository",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3019dd7143996da6ca04b36b480e62f3fdfb157",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): declare as string, not bool",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35603aa1ad67636177776df24747691400b85c2d",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix detection logic",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ba851ba08ad10ef35f1392ad330ea937562e2e4",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): ui backwards compat fixes",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b57e364fab6ac51b42d7b4c0c871bdd52fae5205",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): correct intendation of default config",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1cba898adedd3fa98e739b0d1919e2065027aee8",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix active_in model",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff97eca240fb8862aef161513d4180b936f1ba1c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): update README.md",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8871441d5de6c43877f0bf89b74d59497eb11ae",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): custom cli (including benchmark) & fixup",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46d51207500b6b2d5dd538511aafb9219c2fe4c1",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): version bump & release workflow",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "884ff2754bb0322fb7a26025339248bff54961bd",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix exe detection",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3caaf0dea6ea4742b32803edb109a6b78f48f0b3",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): update issue templates",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78bcb05fcee0dea4f86b9e970fdf5b21d9d76b77",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): license identifiers",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2ce4856bd04d08a6b68eaf3fcc880abc590435c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): workflows & flatpaks",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70dea45251e06bfd3a209d9bd0d720ba5a887048",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): be nicer on older compilers",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e129aaf8de1e52cfc5cffb157c65a02072bf817",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): add installation logic to buildscript",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e053d3dcab8434fd0d1b7fbba6ee62b11f4d79f2",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): do not allow empty profiles/games",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec37172b8308b6884aab8e24d4a9f067d01e36bd",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): add ui icon",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "569302dffe3981e9af0aad2ecd4c5388f5554423",
          "body": "we don't need it anymore",
          "is_bot": false,
          "headline": "refactor(cleanup): remove process picker",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98c1e8587d0af66c68fc447114cada7396caaab4",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): add active_in dialog",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fa79b7b947e6fc3223dd7e564f19cf6f071f96a",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fill gpu model & fix layout widths",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73a34a0a27eb0ff20403426e243a4cb07f298c43",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): automatically reload configuration",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51c39c6a1c46ac09806922a4c3129f3d1253b408",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): write configuration serializer",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08f7c77fd2c341ce946f1371dec23a3d6ad98288",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): enable profile creation/deletion through ui",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "effd469b5ed95b39a9062bddafdf75a7bb2523ce",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): synchronize configuration state with ui",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f4b0cc5db14299505119201eadcae685f2f27f0",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): make configuration a common objet",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7bfccd7c1aac99bad952e4b69ac00803edd624b",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): rename namespaces and handle errors more robustly",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e685e07946736c349b01b701787da8b453d342c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): begin ui rewrite in qt",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1201b416d202618b4f2a5e3c91fa31bbdc08ed15",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): introduce a pipeline cache",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d36f9e7e50abc6edd702b44c7579f64a27c90970",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): optimize VRAM amount a slight bit",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "350d843223ed82411271887c0d447f3c6a5ce63c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): remove format and memory model dependency",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e65c9881fec89a252082ff6a549c3b80877e771",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): reuse command buffers and semaphores",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55c5c903af02086b4cb3ffed39c45edac4294457",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): submit a single barrier",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40b44bbc7a710b4f876aa3d4bc41764b6b5418b1",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): hide out of date errors",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0176718bc00f75c378f26c0d17c0aa919784ab0",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): prevent wayland wsi early reuse",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a354150cbad61efde4ec0533e6a533489e687011",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix a memory leak & optimize reuse",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df6367cf2ef1c0435dd0fab1d1e5e94398ff5932",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): dynamically allocate descriptor pool sizes",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0fac3e5a9596a0ad313210a3b6cbfa324766bcb",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): implement basic/none frame pacing",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e936784abef19c9342358e836796b4080e00df4",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): initial swapchain logic & temporary backend creation",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ba80142b28767394b70d386c37b393128572f8e",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): global cleanup",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "883f3d2556a9488a73d620f1771826bad996080d",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): backend initialization logic",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bd907516ab0c75fd69ffe4b1901eeeba0a2433b",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): deinitialization logic",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f5f8edbddeeb31c262217314f228506c1b79f03",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): support device loader function in backend",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf1d8a8a0996363a269a62e241b9f35a6208c6ed",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): pass vulkan instance to layer",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b387b2b370e1ade74c594aee6f5f6863690e829",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): remove global constructors and initialize vk funcs",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bc7555744e720130ef8c09ecd5eb199e8a25ea5",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): remove cast function",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f2f267e4d041ca91dc2ac4c0ac0e62239f60e73",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix string lifetimes",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83c3ce68b0c7f70b0ed293dc09dac9b2161f9da8",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): proper device picker",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5fa3ddc8e3b3a3a753db2975d9c0cdb9e618d1f0",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): new config system",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69a97675514dd7f27593f74a4423b2cf883ce880",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): non-wrapped error constructor",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8888a2caf2a18084444af6b327451636041c125",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): base of new layer",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b70b4032977908010605dcd50a116593c87e69ef",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): try to open libvulkan.so as well",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d6fee39ddd087f38e4709e51c35ef7bb4bc15ace",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): do not link Vulkan",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "019dd214c7d4c47a085cb2dc2dd912db01d6665c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix shaders",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "690c166f7ed601ce4d3bc72e79e98e28947b652a",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix new error type",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3536b08953b5ab6dd0669ecf3202a1e11a3937b",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): rewrite main pass in new abstraction",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3d6cdfc2884c824543cd238d440ac7064bf0b30",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): rewrite pre-pass in new abstraction",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ca9bc5de99e9d96e9d12b1538c3f6993657aa3c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): add primitive debug tool",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96ae2c760ca971360a701008de46203f3282ae4f",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): main backend context & instance logic",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67ba28148b53250e22de7eec4fdc43caae98f775",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): shader/descriptor set helper",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92a0d51d6c13af33427c112d192fa67a502d3fa1",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): support external timeline semaphores",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3fc830ad0c59bce7eaee02c3cecef42abece315a",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix pointer implementation",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18b01050eba5d164385ce8a79724be42c48c8a61",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): expand vulkan abstraction",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3879dd9b3d1cf7c8c4eed12548b0b15aea7bddc8",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): refactor dll & shader extraction logic",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bedd8dd3e1b23026671f5a9dd8591fe7baf7da6",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): refactor core vulkan abstractions",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff1a0f72a7d6d08b84d58b7b4dc5f05c9f904f98",
          "body": "fixes #236",
          "is_bot": false,
          "headline": "fix issue templates",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-11-07T17:16:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62f814999f754907570c7c55be74493f0ff5e0c7",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpak): add support for 25.08",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-10-06T15:16:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0048283a8a35e6c2f30043983bdb4ea51fac1b3e",
          "body": null,
          "is_bot": false,
          "headline": "fix: hide unload message if never loaded",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T11:01:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b87a0c71b2a93975e32ec023ad0335538a1a45d",
          "body": null,
          "is_bot": false,
          "headline": "workflows: better manual dispatch",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T10:51:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "714326ce11858dd28c00b0c958751e974c5ee3b4",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): fix workflow",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:53:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a22ad810562b26175b9f7df1161aff5b6fdbeeac",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): add manually triggered workflow",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45ae660e78b77c12b047d6e4a237255ce37428e8",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): force version number in release workflow",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a2fa943c4479c1c17b31f3e7a76d5136f04c319",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): also update packages",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4260f29bc640ff30d30d2a1d540c02e8a3eebe4e",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): update packaging logic",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bfd8d0b8e5f5757653672bb7c9ec9fc5f6fc98dd",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): enhance main build workflow",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ab4f2ef5615da0bfd6bf38087cb4a9d6e7f0b94",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): remove version information from most files",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60d4e10c5c9347b6789c255679fa0421652fe09b",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): update release flatpak workflow",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68c10561deadd025964b2062d890145e80f54ade",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): add metainfo file for main application",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ccd4d92a3e665e6d1bb5ae9f03e86edd0ad2766b",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): update action branch and cache",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 3,
      "commits_last_year": 149,
      "latest_release_at": "2026-06-28T07:01:03Z",
      "latest_release_tag": "v2.0.0-dev",
      "releases_from_tags": false,
      "days_since_last_push": 27,
      "active_weeks_last_year": 21,
      "days_since_latest_release": 27,
      "mean_days_between_releases": 168.3
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 57,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": []
    },
    "popularity": {
      "forks": 125,
      "stars": 4595,
      "watchers": 61,
      "fork_history": {
        "days": [
          {
            "date": "2025-07-04",
            "count": 4
          },
          {
            "date": "2025-07-05",
            "count": 3
          },
          {
            "date": "2025-07-06",
            "count": 2
          },
          {
            "date": "2025-07-07",
            "count": 1
          },
          {
            "date": "2025-07-08",
            "count": 4
          },
          {
            "date": "2025-07-09",
            "count": 2
          },
          {
            "date": "2025-07-10",
            "count": 1
          },
          {
            "date": "2025-07-11",
            "count": 5
          },
          {
            "date": "2025-07-13",
            "count": 3
          },
          {
            "date": "2025-07-14",
            "count": 2
          },
          {
            "date": "2025-07-15",
            "count": 3
          },
          {
            "date": "2025-07-16",
            "count": 2
          },
          {
            "date": "2025-07-19",
            "count": 2
          },
          {
            "date": "2025-07-24",
            "count": 2
          },
          {
            "date": "2025-07-25",
            "count": 1
          },
          {
            "date": "2025-07-26",
            "count": 3
          },
          {
            "date": "2025-07-28",
            "count": 2
          },
          {
            "date": "2025-07-29",
            "count": 1
          },
          {
            "date": "2025-07-30",
            "count": 1
          },
          {
            "date": "2025-07-31",
            "count": 1
          },
          {
            "date": "2025-08-01",
            "count": 1
          },
          {
            "date": "2025-08-02",
            "count": 2
          },
          {
            "date": "2025-08-03",
            "count": 1
          },
          {
            "date": "2025-08-09",
            "count": 1
          },
          {
            "date": "2025-08-14",
            "count": 1
          },
          {
            "date": "2025-08-16",
            "count": 1
          },
          {
            "date": "2025-08-19",
            "count": 1
          },
          {
            "date": "2025-08-31",
            "count": 1
          },
          {
            "date": "2025-09-07",
            "count": 1
          },
          {
            "date": "2025-09-09",
            "count": 1
          },
          {
            "date": "2025-09-13",
            "count": 1
          },
          {
            "date": "2025-09-17",
            "count": 1
          },
          {
            "date": "2025-09-27",
            "count": 1
          },
          {
            "date": "2025-10-04",
            "count": 1
          },
          {
            "date": "2025-10-06",
            "count": 1
          },
          {
            "date": "2025-10-07",
            "count": 1
          },
          {
            "date": "2025-10-09",
            "count": 1
          },
          {
            "date": "2025-10-21",
            "count": 1
          },
          {
            "date": "2025-10-26",
            "count": 2
          },
          {
            "date": "2025-11-02",
            "count": 2
          },
          {
            "date": "2025-11-04",
            "count": 1
          },
          {
            "date": "2025-11-07",
            "count": 1
          },
          {
            "date": "2025-11-08",
            "count": 1
          },
          {
            "date": "2025-11-16",
            "count": 1
          },
          {
            "date": "2025-11-27",
            "count": 1
          },
          {
            "date": "2025-11-30",
            "count": 1
          },
          {
            "date": "2025-12-14",
            "count": 1
          },
          {
            "date": "2025-12-24",
            "count": 1
          },
          {
            "date": "2026-01-01",
            "count": 1
          },
          {
            "date": "2026-01-04",
            "count": 1
          },
          {
            "date": "2026-01-10",
            "count": 1
          },
          {
            "date": "2026-01-13",
            "count": 1
          },
          {
            "date": "2026-01-16",
            "count": 1
          },
          {
            "date": "2026-01-18",
            "count": 1
          },
          {
            "date": "2026-01-22",
            "count": 1
          },
          {
            "date": "2026-01-30",
            "count": 1
          },
          {
            "date": "2026-02-05",
            "count": 2
          },
          {
            "date": "2026-02-14",
            "count": 1
          },
          {
            "date": "2026-02-18",
            "count": 1
          },
          {
            "date": "2026-02-25",
            "count": 1
          },
          {
            "date": "2026-03-11",
            "count": 1
          },
          {
            "date": "2026-03-25",
            "count": 1
          },
          {
            "date": "2026-04-03",
            "count": 1
          },
          {
            "date": "2026-04-05",
            "count": 1
          },
          {
            "date": "2026-04-09",
            "count": 1
          },
          {
            "date": "2026-04-12",
            "count": 1
          },
          {
            "date": "2026-04-19",
            "count": 1
          },
          {
            "date": "2026-04-21",
            "count": 1
          },
          {
            "date": "2026-04-28",
            "count": 2
          },
          {
            "date": "2026-04-30",
            "count": 1
          },
          {
            "date": "2026-05-01",
            "count": 1
          },
          {
            "date": "2026-05-09",
            "count": 1
          },
          {
            "date": "2026-05-13",
            "count": 2
          },
          {
            "date": "2026-05-15",
            "count": 1
          },
          {
            "date": "2026-05-16",
            "count": 1
          },
          {
            "date": "2026-05-18",
            "count": 1
          },
          {
            "date": "2026-05-19",
            "count": 1
          },
          {
            "date": "2026-05-21",
            "count": 1
          },
          {
            "date": "2026-05-23",
            "count": 1
          },
          {
            "date": "2026-05-24",
            "count": 1
          },
          {
            "date": "2026-05-27",
            "count": 1
          },
          {
            "date": "2026-05-31",
            "count": 1
          },
          {
            "date": "2026-06-21",
            "count": 1
          },
          {
            "date": "2026-06-26",
            "count": 1
          },
          {
            "date": "2026-07-01",
            "count": 1
          },
          {
            "date": "2026-07-04",
            "count": 3
          },
          {
            "date": "2026-07-05",
            "count": 1
          },
          {
            "date": "2026-07-06",
            "count": 1
          },
          {
            "date": "2026-07-12",
            "count": 1
          },
          {
            "date": "2026-07-13",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 123,
        "total_forks": 125
      },
      "star_history": null,
      "open_issues_and_prs": 16
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 485931,
      "source_files_sampled": 81,
      "oversized_source_files": 1,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [],
      "advisories": {
        "error": null,
        "scope": null,
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [],
      "dependencies": [],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 2,
        "merged_prs": 27,
        "open_issues": 14,
        "closed_ratio": 0.774,
        "closed_issues": 48,
        "closed_unmerged_prs": 22
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "PancakeTAS",
          "commits": 391,
          "avatar_url": "https://avatars.githubusercontent.com/u/78265483?v=4"
        },
        {
          "type": "User",
          "login": "Rerence1016",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/197455449?v=4"
        },
        {
          "type": "User",
          "login": "Samueru-sama",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/36420837?v=4"
        },
        {
          "type": "User",
          "login": "burrbull",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/3072754?v=4"
        },
        {
          "type": "User",
          "login": "Caliel666",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/38433434?v=4"
        },
        {
          "type": "User",
          "login": "garyttierney",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/1180094?v=4"
        },
        {
          "type": "User",
          "login": "strokesws",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/5131379?v=4"
        },
        {
          "type": "User",
          "login": "pabloaul",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/35423980?v=4"
        },
        {
          "type": "User",
          "login": "Twig6943",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/119701717?v=4"
        },
        {
          "type": "User",
          "login": "WillyJL",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/49810075?v=4"
        }
      ],
      "contributors_sampled": 11,
      "top_contributor_share": 0.963
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": false,
      "ci_workflows": [
        "ci.yml",
        "flatpak.yml",
        "manual.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "internal error: error during GetBranch(release): error during branchesHandler.query: 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",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 0,
            "reason": "0 out of 3 merged PRs checked by a CI test -- score normalized to 0",
            "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 2/23 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": 0,
            "reason": "no 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": 5,
            "reason": "2 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 5",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not 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": "SAST tool is not run on all commits -- score normalized to 0",
            "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": "8b0da2661c6f3473a7fccc8ba643880050e71642",
        "ran_at": "2026-07-26T05:35:46Z",
        "aggregate_score": 3.5,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-14T11:11:50Z",
      "oldest_open_prs": [
        {
          "number": 504,
          "created_at": "2026-04-25T23:57:26Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 523,
          "created_at": "2026-05-19T18:56:09Z",
          "last_comment_at": "2026-05-31T20:04:42Z",
          "last_comment_author": "FeltMacaroon389"
        }
      ],
      "last_merged_pr_at": "2026-02-05T20:24:18Z",
      "ci_last_conclusion": "SKIPPED",
      "oldest_open_issues": [
        {
          "number": 14,
          "created_at": "2025-07-06T02:15:39Z",
          "last_comment_at": "2025-08-06T08:28:40Z",
          "last_comment_author": "gangoogle"
        },
        {
          "number": 80,
          "created_at": "2025-07-14T00:40:48Z",
          "last_comment_at": "2026-05-09T16:10:15Z",
          "last_comment_author": "PancakeTAS"
        },
        {
          "number": 95,
          "created_at": "2025-07-16T23:00:50Z",
          "last_comment_at": "2025-07-24T06:00:27Z",
          "last_comment_author": "VigneshR387"
        },
        {
          "number": 122,
          "created_at": "2025-07-22T15:20:33Z",
          "last_comment_at": "2026-01-12T07:51:17Z",
          "last_comment_author": "rimaille"
        },
        {
          "number": 159,
          "created_at": "2025-07-30T19:59:53Z",
          "last_comment_at": "2026-07-14T11:11:40Z",
          "last_comment_author": "Yuns92"
        },
        {
          "number": 166,
          "created_at": "2025-08-01T15:59:17Z",
          "last_comment_at": "2025-12-09T02:01:46Z",
          "last_comment_author": "sammiedez"
        },
        {
          "number": 230,
          "created_at": "2025-10-18T09:34:17Z",
          "last_comment_at": "2026-04-01T01:45:03Z",
          "last_comment_author": "Veskomenas"
        },
        {
          "number": 231,
          "created_at": "2025-10-19T19:24:33Z",
          "last_comment_at": "2026-01-25T04:07:59Z",
          "last_comment_author": "joepaji"
        },
        {
          "number": 234,
          "created_at": "2025-11-01T18:20:55Z",
          "last_comment_at": "2025-11-19T19:01:44Z",
          "last_comment_author": "PancakeTAS"
        },
        {
          "number": 266,
          "created_at": "2026-01-03T16:56:13Z",
          "last_comment_at": "2026-04-08T10:46:25Z",
          "last_comment_author": "Cainam-git"
        },
        {
          "number": 458,
          "created_at": "2026-02-05T00:56:42Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 464,
          "created_at": "2026-02-11T18:51:04Z",
          "last_comment_at": "2026-02-23T20:40:36Z",
          "last_comment_author": "SjoerdV"
        },
        {
          "number": 483,
          "created_at": "2026-03-11T02:40:36Z",
          "last_comment_at": "2026-03-28T21:36:07Z",
          "last_comment_author": "PancakeTAS"
        },
        {
          "number": 526,
          "created_at": "2026-05-21T21:32:38Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/PancakeTAS/lsfg-vk",
    "host": "github.com",
    "name": "lsfg-vk",
    "owner": "PancakeTAS"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 56,
      "inputs": {
        "security": 35,
        "vitality": 70,
        "community": 70,
        "governance": 47,
        "engineering": 54
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 70,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "commits_last_year": 149,
              "human_commit_share": 1,
              "days_since_last_push": 27,
              "active_weeks_last_year": 21
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 27 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 27
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "21/52 weeks with commits",
                "points": 14.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 21
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "149 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 149
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "2 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 5",
                "points": 5,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "good",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "releases_count": 3,
              "latest_release_tag": "v2.0.0-dev",
              "releases_from_tags": false,
              "days_since_latest_release": 27,
              "mean_days_between_releases": 168.3
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "3 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 27 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 27
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~168.3 days",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 168.3
                    }
                  }
                ],
                "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": "excellent",
            "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": 27,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 27 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 27
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 70,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 87,
            "inputs": {
              "forks": 125,
              "stars": 4595,
              "watchers": 61,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "4,595 stars",
                "points": 59.4,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 4595
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "125 forks",
                "points": 17.4,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 125
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "61 watchers",
                "points": 9.9,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 61
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "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 (GPL-3.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "GPL-3.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "at_risk",
        "name": "Sustainability & Governance",
        "value": 47,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 26,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 11,
              "top_contributor_share": 0.963
            },
            "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 96% of commits",
                "points": 0.8,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 96
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "11 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "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": null,
            "notes": [],
            "value": 57,
            "inputs": {
              "merged_prs": 27,
              "open_issues": 14,
              "closed_issues": 48,
              "issue_closed_ratio": 0.774,
              "closed_unmerged_prs": 22
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "77% of issues closed",
                "points": 36.2,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 77
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "27/49 decided PRs merged",
                "points": 21.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 27,
                      "decided": 49
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 2/23 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": 62,
            "inputs": {
              "followers": 288,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "PancakeTAS",
              "public_repos": 33,
              "account_age_days": 2002
            },
            "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": "288 followers of PancakeTAS",
                "points": 17.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 288,
                      "login": "PancakeTAS"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "33 public repos, account ~5 yr old",
                "points": 22.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 33
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 5
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 54,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "critical",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 24,
            "inputs": {
              "has_ci": true,
              "has_tests": false,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "0 out of 3 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "linux",
                "lsfg",
                "steamdeck",
                "vulkan",
                "losslessscaling",
                "frame-generation"
              ],
              "has_wiki": true,
              "homepage": "https://discord.gg/losslessscaling",
              "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": "https://discord.gg/losslessscaling",
                "points": 15,
                "status": "met",
                "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": "6 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 35,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 35,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during GetBranch(release): error during branchesHandler.query: 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": "0 out of 3 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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 2/23 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": "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": "2 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "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"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 10
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 37,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.98,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "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": "98 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 98,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 11,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "C++ (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "C++",
              "largest_source_bytes": 485931,
              "source_files_sampled": 81,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C++ (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/81 source files over 60KB",
                "points": 54.3,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 81,
                      "oversized": 1
                    }
                  }
                ],
                "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",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T05:35:59.497846Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/PancakeTAS/lsfg-vk.svg",
  "full_name": "PancakeTAS/lsfg-vk",
  "license_state": "standard",
  "license_spdx": "GPL-3.0"
}

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 v0.27.0 — full methodology · metrics wiki.

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