Public record
Software health reportschema 0.29.0 · metrics 2.5.0 · 2026-08-02 21:49 UTC

icereed / paperless-gpt

Use LLMs and LLM Vision (OCR) to handle paperless-ngx - Document Digitalization powered by AI

Go · TypeScriptMIT★ 2,596 stars⑂ 193 forkssince Sep 2024View on GitHub ↗
KindNetwork serviceWeb interfacehow this is determined
#ai#chatgpt#llm#ollama#paperless#paperless-ngx#mistral#ocr

icereed/paperless-gpt holds a health index of 83 out of 100, placing it in the Excellent band. It scores highest on AI Readiness (88/100) and lowest on Security (45/100). It was last updated today. A single contributor accounts for most of its recent work.

83
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

83
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.

The weighted overall 70 is calibrated to 83 on the published index scale (record calibration 2026-08-02).

Ownership

IcereedPersonal account
67 followers73 public repossince Oct 2010@bubbletax

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?

86Excellent · 21% of overall

Development activity

82Excellent
How it's scored
36/36Push recency — last push 0 days ago
19.4/36Commit cadence — 28/52 weeks with commits
18/18Commit volume — 254 commits in the last year
9/10OpenSSF Scorecard: Maintained — 11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9
Inputs used
commits_last_year254
human_commit_share0.29
days_since_last_push0
active_weeks_last_year28

Release discipline

92Excellent
How it's scored
27/27Ships releases — 47 releases published
36/36Release recency — latest release 12 days ago
19.8/27Release cadence — a release every ~46.3 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count47
latest_release_tagv0.27.0
releases_from_tagsno
days_since_latest_release12
mean_days_between_releases46.3
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

83Excellent · 17% of overall

Popularity & adoption

81Excellent
How it's scored
55.4/60Stars — 2,596 stars
19/25Forks — 193 forks
7/15Watchers — 19 watchers
Inputs used
forks193
stars2,596
watchers19
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges6
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateno

Sustainability & Governance

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

51Moderate · 23% of overall

Maintainer resilience (bus factor)

40Weak
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
7.6/22.5Commit distribution — top contributor authored 66% of commits
13.5/13.5Contributor breadth — 29 contributors
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled29
top_contributor_share0.663

Issue & PR responsiveness

56Moderate
How it's scored
22.3/42Issue resolution — 53% of issues closed
27.7/30PR acceptance — 586/634 decided PRs merged
0/13Newcomer PR acceptance — 0/12 first-time contributors' PRs merged in 30d
6/15OpenSSF Scorecard: Code-Review — Found 12/25 approved changesets -- score normalized to 4
Inputs used
merged_prs586
open_issues132
closed_issues150
prs_merged_7d0
prs_decided_7d1
prs_merged_30d8
prs_decided_30d28
issue_closed_ratio0.532
closed_unmerged_prs48
first_time_authors_30d11
first_time_prs_merged_30d0
first_time_prs_decided_30d12

Ownership & stewardship

60Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
13.2/25Owner reach — 67 followers of icereed
25/25Track record — 73 public repos, account ~15 yr old
Inputs used
followers67
owner_typeUser
is_verified—
owner_loginicereed
public_repos73
account_age_days5,767
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall

Engineering practices

78Good
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js
0/9.6Pre-commit hooks
0/6.4.editorconfig
14/20OpenSSF Scorecard: CI-Tests — 20 out of 26 merged PRs checked by a CI test -- score normalized to 7
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

85Excellent
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 8 topics
10/10Wiki
Inputs used
topicsai, chatgpt, llm, ollama, paperless, paperless-ngx, mistral, ocr
has_wikiyes
homepage—
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

45Weak · 16% of overall

Security posture

42Weak
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
1.8/2.5CI-Tests — 20 out of 26 merged PRs checked by a CI test -- score normalized to 7
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 12/25 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 6 contributing companies or organizations
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
6.8/7.5Maintained — 11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9
5/5Packaging — packaging workflow detected
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
2/5SAST — SAST tool is not run on all commits -- score normalized to 4
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 136 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.2
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.

Dependency advisories

57Moderate
How it's scored
10.4/35Direct dependencies free of known advisories — 2 affected: axios 1.13.2 (high 8.7), github.com/disintegration/imaging v1.6.2 (low)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
32.2/40No advisories left outstanding — 2 advisory-carrying package(s) unaddressed past 90 days; oldest published 1,062 days ago
Inputs used
sourceosv
advisories172
affected_packages38
assessed_packages616
unassessed_packages0
affected_by_severitycritical 5, high 24, moderate 5, low 2, unknown 2
direct_affected_packages2
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 616 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

88Excellent · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 28 of 29 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.966
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes3,844

Verify loop (build / test / typecheck)

86Excellent
How it's scored
12.6/18One-command bootstrap — go.mod (toolchain convention, no task runner)
22/22Automated tests
11/11Lint / format config — eslint.config.js
11/11Static type checking — web-app/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 16 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 71 of the last 100 commits are automated dependency updates
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configsweb-app/tsconfig.json
agent_commit_share0.16
toolchain_manifestsgo.mod
dependency_bot_commit_share0.71

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/104 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes55,860
source_files_sampled104
oversized_source_files0

Key facts

2,596GitHub stars
29contributors
254commits, last 12 months
0days since last push
47releases
1bus factor
132open issues
Go, npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 20 authors (cap 12)

More detail

Star and fork history 0 ★ / 193 ⇿
0Stars
193Forks
44Releases

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.

0408012016020018892024-102025-092026-07
Major 0Minor 24Patch 20

Each point covers 2 days.

OpenSSF Scorecard 4.2 / 10
4.2aggregate

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 · 2026-08-02 21:49 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
7CI-Tests20 out of 26 merged PRs checked by a CI test -- score normalized to 7
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 12/25 approved changesets -- score normalized to 4
10Contributorsproject has 6 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
9Maintained11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
4SASTSAST tool is not run on all commits -- score normalized to 4
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities136 existing vulnerabilities detected
Direct dependencies 35
RegistryPackageVersion constraintManifest
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Gogithub.com/Masterminds/sprig/v3v3.3.0go.mod
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Gogithub.com/fatih/colorv1.18.0go.mod
Gogithub.com/gabriel-vasile/mimetypev1.4.12go.mod
Gogithub.com/gardar/ocrchestrav0.0.0-20250521145628-aaae7e4d40e9go.mod
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All dependencies 616

Full resolved dependency set from the GitHub dependency graph: 35 direct and 581 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Dependency advisories 38

This repository publishes no package the index resolves, so its own dependency graph was assessed — 616 packages, which also include development and test pins that never ship: 38 carry known advisories, of which 2 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
flatted3.3.1indirectcritical23.4.2
golang.org/x/cryptov0.45.0indirectcritical270.52.0
google.golang.org/grpcv1.77.0indirectcritical41.82.1
protobufjs7.4.0indirectcritical118.6.0
rollup4.46.2indirectcritical14.59.0
axios1.13.2directhigh291.18.0
@grpc/grpc-js1.13.1indirecthigh21.14.4
brace-expansion1.1.12indirecthigh35.0.8
brace-expansion2.0.2indirecthigh35.0.8
form-data4.0.4indirecthigh14.0.6
github.com/quic-go/quic-gov0.54.0indirecthigh60.59.1
glob10.4.5indirecthigh111.1.0
go.opentelemetry.io/otelv1.38.0indirecthigh21.41.0
golang.org/x/imagev0.32.0indirecthigh100.43.0
js-yaml4.1.0indirecthigh34.3.0
lodash4.17.21indirecthigh34.18.0
minimatch3.1.2indirecthigh310.2.3
minimatch5.1.6indirecthigh310.2.3
minimatch9.0.5indirecthigh310.2.3
picomatch2.3.1indirecthigh24.0.4
picomatch4.0.3indirecthigh24.0.4
postcss8.5.6indirecthigh38.5.18
react-router7.10.1indirecthigh137.18.0
tar-fs2.1.3indirecthigh13.1.1
tar-fs3.1.0indirecthigh13.1.1
tmp0.2.5indirecthigh10.2.6
undici5.29.0indirecthigh98.5.0
uuid10.0.0indirecthigh113.0.1
vite7.3.0indirecthigh58.0.16
@protobufjs/utf81.1.0indirectmoderate18.0.2
ajv6.12.6indirectmoderate18.18.0
follow-redirects1.15.9indirectmoderate11.16.0
golang.org/x/netv0.47.0indirectmoderate91.26.3
yaml2.5.1indirectmoderate12.8.3
github.com/disintegration/imagingv1.6.2directlow1—
@babel/core7.28.4indirectlow18.0.0-rc.6
golang.org/x/sysv0.38.0indirectunknown10.44.0
golang.org/x/textv0.31.0indirectunknown10.39.0

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

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "ai",
        "chatgpt",
        "llm",
        "ollama",
        "paperless",
        "paperless-ngx",
        "mistral",
        "ocr"
      ],
      "is_fork": false,
      "size_kb": 124285,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Go": 542233,
        "CSS": 6074,
        "HTML": 893,
        "Shell": 2380,
        "Dockerfile": 2876,
        "JavaScript": 2587,
        "TypeScript": 244968,
        "Go Template": 7993
      },
      "pushed_at": "2026-08-02T18:45:53Z",
      "created_at": "2024-09-23T12:55:43Z",
      "owner_type": "User",
      "updated_at": "2026-08-02T10:10:50Z",
      "description": "Use LLMs and LLM Vision (OCR) to handle paperless-ngx - Document Digitalization powered by AI",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Go",
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      "recent_commits": [
        {
          "oid": "72ddde765709544823a0f5452575a070fdaac3b4",
          "body": "… surface (#1018)\n\n* fix(ocr): polish the Playground ramp-to-automation and Activity trust surface\n\nPre-release critique (dual-agent, live deployment) landed the redesign at\n32/40 with a clean build. The remaining friction clustered on the product's\nown north star — the UI as a ramp to hands-off Aut\n[…]\ne Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_019Qy47KUp6J7Z7R4NnUqNBw\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ocr): polish the Playground ramp-to-automation and Activity trust…",
          "author_name": "Icereed",
          "author_login": "icereed",
          "committed_at": "2026-07-21T10:06:41Z",
          "body_truncated": true,
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        },
        {
          "oid": "6aa38fedef3bd3b63f1580bc2c17dd2dc2dce587",
          "body": "…ES attempts (#1008)\n\n* fix(background): stop endless OCR retry, fail-tag after OCR_MAX_RETRIES attempts\n\nWhy the old code was problematic: processAutoOcrTagDocuments handled an OCR\nprocessing error with a bare continue - the auto OCR tag stayed on the\ndocument, so it was retried every poll cycle fo\n[…]\nde-Session: https://claude.ai/code/session_019Qy47KUp6J7Z7R4NnUqNBw\n\n---------\n\nCo-authored-by: Dominik Schröter <domi@icereed.net>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(background): stop endless OCR retry, fail-tag after OCR_MAX_RETRI…",
          "author_name": "Matthias Breddin",
          "author_login": "lunetics",
          "committed_at": "2026-07-21T07:45:55Z",
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        },
        {
          "oid": "ff059b7f70a8f374694b7883d686029bd0aa95e8",
          "body": "…o hands-off Auto-OCR (#1005)\n\n* feat(api): async suggestion jobs with progress, cancel and per-document failures\n\nAdopt and extend the async suggestion-job flow from #984: the manual UI\nsubmits work through POST /api/jobs/suggestions, polls status, and can\nstop pending or running jobs. The legacy s\n[…]\ncom>\nClaude-Session: https://claude.ai/code/session_019Qy47KUp6J7Z7R4NnUqNBw\n\n---------\n\nCo-authored-by: Christian Hessel <c.hessel@shopware.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "OCR Playground & Activity: run, tune, compare, apply — and graduate t…",
          "author_name": "Icereed",
          "author_login": "icereed",
          "committed_at": "2026-07-21T06:40:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c5f8dccd2867891e08fec6c6a61f897ea29df559",
          "body": "Replace .github/copilot-instructions.md with an AGENTS.md at the repo\nroot (agents.md open format, read natively by Copilot, Cursor, Codex\nand others). Content updated for the current CI setup: mock-LLM E2E\nscripts, secret-free PR pipeline, OPENAI_BASE_URL. CLAUDE.md is a\nsymlink to AGENTS.md.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_019Qy47KUp6J7Z7R4NnUqNBw",
          "is_bot": false,
          "headline": "docs: migrate copilot-instructions to AGENTS.md standard",
          "author_name": "Dominik Schröter",
          "author_login": "icereed",
          "committed_at": "2026-07-10T05:14:52Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "227b061b57510ba46f3d7e4f036d53486175b388",
          "body": "…roups\n\nFixes #995.\n\nThe rootless entrypoint introduced in v0.26.0 guarded user/group creation\nby *name* (getent group paperless-gpt), so on any system where the\nrequested GID already exists under another name, addgroup failed and\nset -e killed the container. Alpine ships group \"users\" with GID 100,\n[…]\nGID=100 (the reported case), defaults 10001:10001,\nUID collision with nobody (65534, HOME stays /home/paperless-gpt),\nand PUID=0 still rejected.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(entrypoint): support PUID/PGID that collide with existing users/g…",
          "author_name": "Dominik Schröter",
          "author_login": "icereed",
          "committed_at": "2026-07-08T12:36:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d358eac12a42f73b0a37afd94847b7189b0847d0",
          "body": "…e mock E2E (#993)\n\nBackend: OPENAI_BASE_URL is now respected for the plain openai provider\n(LLM and vision paths), not only for Azure. This enables OpenAI-compatible\nendpoints like OpenRouter, LiteLLM and vLLM — and mock servers in tests.\n\nE2E: new mock mode (E2E_LLM_MODE=mock) starts a WireMock co\n[…]\nasis for running E2E on every fork PR in CI without exposing\nany secrets. Verified locally: 1 passed (1.0m) with all LLM API key env\nvars unset.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: OPENAI_BASE_URL for any OpenAI-compatible endpoint + secret-fre…",
          "author_name": "Icereed",
          "author_login": "icereed",
          "committed_at": "2026-07-08T12:30:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f9909b1fdd6502d20dbda60df5149883767dfae0",
          "body": "…E2E (#994)\n\n* feat: OPENAI_BASE_URL for any OpenAI-compatible endpoint + secret-free mock E2E\n\nBackend: OPENAI_BASE_URL is now respected for the plain openai provider\n(LLM and vision paths), not only for Azure. This enables OpenAI-compatible\nendpoints like OpenRouter, LiteLLM and vLLM — and mock se\n[…]\nenvironment is a pure\napproval gate, so the push-to-main run stays automatic.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: secret-free PR pipeline + environment-approval gate for real-LLM …",
          "author_name": "Icereed",
          "author_login": "icereed",
          "committed_at": "2026-07-08T12:29:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cc9da742ea7032ad539352a56cc371a765dea064",
          "body": "Fork PRs have no access to repo secrets, so the Docker Hub login step in\nbuild-amd64 failed every fork PR after ~17s with \"Username and password\nrequired\" (e.g. PRs #922, #660, #470, #458). PR builds never push\n(push: false), so no registry login is needed at all.\n\nAdds the same event guard build-arm64 already has.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ci): skip registry logins on pull_request builds (#992)",
          "author_name": "Icereed",
          "author_login": "icereed",
          "committed_at": "2026-07-07T19:02:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "befe34cf255c4c5037b6f8febeecca92377220eb",
          "body": "…pt Content variable\n\nFills the documentation gaps left by the v0.26.0 feature set (#990):\n- OLLAMA_THINK env var row in the configuration table\n- REMOVE_FROM_CONTENT / REMOVE_FROM_CONTENT_REGEX env var rows\n- {{.Content}} template variable for ocr_prompt.tmpl (per-document\n  existing OCR text, capped at 8000 chars)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: document OLLAMA_THINK, REMOVE_FROM_CONTENT(_REGEX) and OCR prom…",
          "author_name": "Dominik Schröter",
          "author_login": "icereed",
          "committed_at": "2026-07-07T09:23:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "92f2e96ff3a21a0c9d17c28dd211d2851bb1f63a",
          "body": "The whole_pdf Mistral OCR test asserts the exact substring \"Musée royal\nd'Histoire naturelle de Belgique\". In the source PDF that phrase is split\nacross a line break (\"...d'Histoire\" / \"naturelle...\"), so the assertion\nonly held while mistral-ocr-latest happened to join those lines with a\nplain spac\n[…]\nuinely missing museum name still fails. On mismatch the full OCR\ncontent is dumped to the log so future drift is diagnosable from CI logs\nalone.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(e2e): make Mistral OCR phrase assertion robust to model drift (#991)",
          "author_name": "Icereed",
          "author_login": "icereed",
          "committed_at": "2026-07-07T09:03:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e9b7e116625bd77536b9d6e90eb84a18aecd9a3d",
          "body": "…backlog) (#990)\n\n* feat: rootless - switch to user 1000:1000\n\n* move to PUID > 10000 and ensure PUID is not root\n\n* fix(docker): bump pinned musl-dev to 1.2.5-r11\n\nAlpine 3.21's repo GC'd 1.2.5-r9, breaking every fresh image build.\n\n* Throttle empty document polling\n\n* Use five second document poll\n[…]\nmilan.schilling <milan.schilling@sony.com>\nCo-authored-by: Cristian Filipov <5324653+cfilipov@users.noreply.github.com>\nCo-authored-by: Kaindl Network <82705244+kaindlnetwork@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Bundle of 16 small, pre-verified community PRs (batch review to ease …",
          "author_name": "Henning Dickten",
          "author_login": "hensing",
          "committed_at": "2026-07-07T08:22:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "94c84287fc7a4f945b5a06a0b01176957f269997",
          "body": "…new tags (#936)\n\n* Initial plan\n\n* feat: add CREATE_NEW_TAGS env var to allow LLM to suggest new tags\n\nWhen CREATE_NEW_TAGS=true:\n- LLM prompt is updated to allow suggesting new tags beyond the available list\n- New tags suggested by the LLM are no longer filtered out\n- New tags are automatically cr\n[…]\n4269+icereed@users.noreply.github.com>\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: icereed <444269+icereed@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add CREATE_NEW_TAGS env var to allow LLM to suggest and create …",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-03-29T07:00:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d445bfa50622bc6f85004e1380f70e8068f43125",
          "body": "…pdf mode (#909)\n\nIn the whole_pdf processing branch, the short variable declaration `:=`\non the DownloadDocumentAsPDF call created a new local `totalPdfPages`\nvariable that shadowed the outer one declared at function scope. After\nthe if-block exited, the outer `totalPdfPages` remained 0, causing th\n[…]\ntalPdfPages` to always fail and\nskip PDF generation.\n\nThe fix declares `pdfBytes` and `err` separately, then uses plain\nassignment `=` so that `totalPdfPages` refers to the outer variable.\n\nFixes #874",
          "is_bot": false,
          "headline": "Fix variable shadowing causing totalPdfPages to always be 0 in whole_…",
          "author_name": "Chase Bolt",
          "author_login": "chasebolt",
          "committed_at": "2026-03-02T15:48:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2527df45396c5d0faf50db7cacc6b7e5a4e4d5ed",
          "body": "* Skip tag update on deleted document when PDF_REPLACE=true\n\nWhen PDF_REPLACE is enabled, ProcessDocumentOCR uploads the OCR'd\nPDF as a new document and deletes the original. The subsequent\nUpdateDocuments call in processAutoOcrTagDocuments then fails with\na 404 since the original document no longer\n[…]\n this field, ensuring autoOcrTag is still removed when replacement\nwas configured but didn't actually happen (e.g., no hOCR capability,\npage count mismatch, PDF generation failure, or upload failure).",
          "is_bot": false,
          "headline": "Skip tag update for replaced document when PDF_REPLACE=true (#911)",
          "author_name": "Chase Bolt",
          "author_login": "chasebolt",
          "committed_at": "2026-03-02T15:47:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ac45c2e2f3910cb9b26d67e2fda5941bad742147",
          "body": "* Initial plan\n\n* feat: add version display in WebUI footer\n\n- Added GET /api/version endpoint to expose version, commit, and build date\n- Frontend fetches version info on mount and displays in footer\n- Version appears as \"paperless-gpt {version} ({short-commit})\" in an unobtrusive gray text\n- Commi\n[…]\n4269+icereed@users.noreply.github.com>\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: icereed <444269+icereed@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add version display to WebUI footer (#905)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-03-02T05:15:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6bbc6f1be6698320498ac8e0db8fb9040400e3ba",
          "body": "* Initial plan\n\n* Fix URL encoding for emoji tags in GetDocumentsByTag\n\n- Add url.QueryEscape() to properly encode tag parameter in API query\n- Add test case TestGetDocumentsByTagWithEmoji to verify emoji/Unicode tag handling\n- Resolves 400 error when querying documents with emoji tags like \"🤖 AI-Qu\n[…]\n4269+icereed@users.noreply.github.com>\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: icereed <444269+icereed@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix URL encoding for tag queries with special characters (#901)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-02-22T13:44:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4167332eefee6783e94bff443d23923355329ee3",
          "body": "Adjust docs (https://github.com/icereed/paperless-gpt/pull/758)",
          "is_bot": false,
          "headline": "Update README.md (#895)",
          "author_name": "nettnikl",
          "author_login": "nettnikl",
          "committed_at": "2026-02-18T14:46:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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                "detail": "last human commit 14 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 14
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "excellent",
        "name": "Community & Adoption",
        "value": 83,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "forks": 193,
              "stars": 2596,
              "watchers": 19,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "2,596 stars",
                "points": 55.4,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 2596
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "193 forks",
                "points": 19,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 193
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "19 watchers",
                "points": 7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 19
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": 6,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "readme_badge_services": [
                "shields.io"
              ],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "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",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 51,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "weak",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 29,
              "top_contributor_share": 0.663
            },
            "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 66% of commits",
                "points": 7.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 66
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "29 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 29
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "merged_prs": 586,
              "open_issues": 132,
              "closed_issues": 150,
              "prs_merged_7d": 0,
              "prs_decided_7d": 1,
              "prs_merged_30d": 8,
              "prs_decided_30d": 28,
              "issue_closed_ratio": 0.532,
              "closed_unmerged_prs": 48,
              "first_time_authors_30d": 11,
              "first_time_prs_merged_30d": 0,
              "first_time_prs_decided_30d": 12
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "53% of issues closed",
                "points": 22.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 53
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "586/634 decided PRs merged",
                "points": 27.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 586,
                      "decided": 634
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "0/12 first-time contributors' PRs merged in 30d",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "newcomer_prs_merged",
                    "params": {
                      "days": 30,
                      "merged": 0,
                      "decided": 12
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 12/25 approved changesets -- score normalized to 4",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "followers": 67,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "icereed",
              "public_repos": 73,
              "account_age_days": 5767
            },
            "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": "67 followers of icereed",
                "points": 13.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 67,
                      "login": "icereed"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "73 public repos, account ~15 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 73
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 15
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 81,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
                    }
                  }
                ],
                "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": "20 out of 26 merged PRs checked by a CI test -- score normalized to 7",
                "points": 14,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "topics": [
                "ai",
                "chatgpt",
                "llm",
                "ollama",
                "paperless",
                "paperless-ngx",
                "mistral",
                "ocr"
              ],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "8 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 8
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                  }
                ],
                "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": "weak",
        "name": "Security",
        "value": 45,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 42,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.2
            },
            "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": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "20 out of 26 merged PRs checked by a CI test -- score normalized to 7",
                "points": 1.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 12/25 approved changesets -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 4",
                "points": 2,
                "status": "partial",
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "136 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 616 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 616
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 57,
            "inputs": {
              "source": "osv",
              "advisories": 172,
              "affected_packages": 38,
              "assessed_packages": 616,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 5, high 24, moderate 5, low 2, unknown 2",
              "direct_affected_packages": 2
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "2 affected: axios 1.13.2 (high 8.7), github.com/disintegration/imaging v1.6.2 (low)",
                "points": 10.4,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 2,
                      "packages": "axios 1.13.2 (high 8.7), github.com/disintegration/imaging v1.6.2 (low)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "2 advisory-carrying package(s) unaddressed past 90 days; oldest published 1062 days ago",
                "points": 32.2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 2,
                      "oldest": 1062
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 616,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 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": "excellent",
        "name": "AI Readiness",
        "value": 88,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.966,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 3844
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "28 of 29 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 28,
                      "sampled": 29
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 86,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "web-app/tsconfig.json"
              ],
              "agent_commit_share": 0.16,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.71
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "go.mod"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "web-app/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "web-app/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "16 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 16,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "71 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 71,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 55860,
              "source_files_sampled": 104,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/104 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 104,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "application"
      ],
      "labels": [
        "network-service",
        "web-ui"
      ],
      "scores": {
        "web-ui": 4,
        "network-service": 4
      },
      "primary": "network-service",
      "evidence": [
        {
          "tier": "dependencies",
          "label": "network-service",
          "source": "dep:github.com/gin-gonic/gin",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "web-ui",
          "source": "dep:react-dom",
          "weight": 4
        }
      ],
      "artifacts": [],
      "confidence": "low",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": false
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "First-time contributor figures cover 12 of 20 authors (cap 12)"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-02T21:49:37.850932Z",
  "schema_version": "0.29.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/i/icereed/paperless-gpt.svg",
  "full_name": "icereed/paperless-gpt",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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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 v2.5.0, schema v0.29.0 — full methodology · metrics wiki.

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