Public recordAt risk
Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-20 23:27 UTC
shredEngineer / Archive-Agent
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shredEngineer/Archive-Agent holds a health index of 47 out of 100, placing it in the At risk band. It scores highest on Vitality (80/100) and lowest on Security (21/100). It was last updated 10 days ago. A single contributor accounts for most of its recent work.
47
overall / 100Software 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.
47
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)
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
Dr.-Ing. Paul WilhelmPersonal account
31 followers27 public repossince May 2018
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?
80
Development activity
66Moderate
How it's scored
| 28.8/36 | Push recency — last push 10 days ago |
| 15.2/36 | Commit cadence — 22/52 weeks with commits |
| 18/18 | Commit volume — 291 commits in the last year |
| 4/10 | OpenSSF Scorecard: Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4 |
Inputs used
| commits_last_year | 291 |
| human_commit_share | — |
| days_since_last_push | 10 |
| active_weeks_last_year | 22 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 53 releases published |
| 36/36 | Release recency — latest release 10 days ago |
| 27/27 | Release cadence — a release every ~16.4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 53 |
| latest_release_tag | v22.5.0 |
| releases_from_tags | no |
| days_since_latest_release | 10 |
| mean_days_between_releases | 16.4 |
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?
44
Popularity & adoption
38At risk
How it's scored
| 29.1/60 | Stars — 63 stars |
| 7.5/25 | Forks — 9 forks |
| 1.7/15 | Watchers — 3 watchers |
Inputs used
| forks | 9 |
| stars | 63 |
| watchers | 3 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (GPL-3.0) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
40
Maintainer resilience (bus factor)
13Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0.1/22.5 | Commit distribution — top contributor authored 99% of commits |
| 4.1/13.5 | Contributor breadth — 3 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.994 |
Issue & PR responsiveness
59Moderate
How it's scored
| 33.7/46.8 | Issue resolution — 72% of issues closed |
| 25.5/38.3 | PR acceptance — 2/3 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/28 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 2 |
| open_issues | 17 |
| closed_issues | 44 |
| issue_closed_ratio | 0.721 |
| closed_unmerged_prs | 1 |
Ownership & stewardship
54Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 10.8/25 | Owner reach — 31 followers of shredEngineer |
| 22.5/25 | Track record — 27 public repos, account ~8 yr old |
Inputs used
| followers | 31 |
| owner_type | User |
| is_verified | — |
| owner_login | shredEngineer |
| public_repos | 27 |
| account_age_days | 2,985 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Engineering Quality
Are baseline engineering and documentation practices in place?
44
Engineering practices
24Critical
How it's scored
| 0/24 | CI workflows |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
Inputs used
| has_ci | no |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
75Good
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://wilhelm.dev |
| 10/10 | Repository description |
| 10/10 | Topics — 9 topics |
| 10/10 | Wiki |
Inputs used
| topics | ocr, openai, python, rag, mcp-server, ollama, lm-studio, mcp, qdrant |
| has_wiki | yes |
| homepage | https://wilhelm.dev |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
21
Security posture
17Critical
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/28 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 0/10 | Dangerous-Workflow — no data |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 3/7.5 | Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — no data |
| 0/7.5 | Vulnerabilities — 72 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 14 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 4 |
| scorecard_aggregate | 1.7 |
Excluded from scoring (no data or not applicable): dangerous_workflow, packaging, signed_releases, token_permissions. Remaining weights renormalized.
Dependency advisories
39At risk
How it's scored
| 6.3/35 | Direct dependencies free of known advisories — 5 affected: pillow 11.3.0 (critical 9.1), mcp 1.8.1 (high 7.5), diskcache 5.6.3 (moderate), +2 more |
| 0/25 | Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope |
| 22.9/40 | No advisories left outstanding — 5 advisory-carrying package(s) unaddressed past 90 days; oldest published 381 days ago |
Inputs used
| source | osv |
| advisories | 135 |
| affected_packages | 23 |
| assessed_packages | 146 |
| unassessed_packages | 0 |
| affected_by_severity | critical 2, high 10, moderate 9, low 2 |
| direct_affected_packages | 5 |
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 146 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? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
49
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 47,940 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 55/55 | Manageable file sizes — 0/151 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 24,904 |
| source_files_sampled | 151 |
| oversized_source_files | 0 |
Machine-readable interfaces
20Critical
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 0/40 | Runnable examples |
Inputs used
| example_dirs | — |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
63GitHub stars
3contributors
291commits, last 12 months
10days since last push
53releases
1bus factor
17open issues
PyPIpackage ecosystems
Data collection warnings
- Could not fetch pypi package 'archive-agent' from its registry
More detail
OpenSSF Scorecard 1.7 / 10
1.7aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/28 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| n/a | Dangerous-Workflow | no workflows found |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 4 | Maintained | 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| n/a | Token-Permissions | No tokens found |
| 0 | Vulnerabilities | 72 existing vulnerabilities detected |
Direct dependencies 19
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | openai | >=1.69.0,<2.0.0 | pyproject.toml |
| PyPI | qdrant-client | >=1.15.0,<2.0.0 | pyproject.toml |
| PyPI | diskcache | >=5.6.3,<6.0.0 | pyproject.toml |
| PyPI | typer | >=0.15.2,<0.16.0 | pyproject.toml |
| PyPI | pillow | >=11.1.0,<12.0.0 | pyproject.toml |
| PyPI | charset-normalizer | >=3.4.1,<4.0.0 | pyproject.toml |
| PyPI | rich | >=14.0.0,<15.0.0 | pyproject.toml |
| PyPI | requests | >=2.32.3,<3.0.0 | pyproject.toml |
| PyPI | streamlit | >=1.44.1,<2.0.0 | pyproject.toml |
| PyPI | pypandoc | >=1.15,<2.0 | pyproject.toml |
| PyPI | spacy | >=3.8.5,<4.0.0 | pyproject.toml |
| PyPI | en-core-web-md | @ https://github.com/explosion/spacy-models/releases/download/en_core_web_md-3.8.0/en_core_web_md-3.8.0-py3-none-any.whl | pyproject.toml |
| PyPI | pymupdf4llm | >=0.0.21,<0.0.22 | pyproject.toml |
| PyPI | fastapi | >=0.115.12,<0.116 | pyproject.toml |
| PyPI | uvicorn | >=0.34.2,<0.35 | pyproject.toml |
| PyPI | mcp | ==1.8.1 | pyproject.toml |
| PyPI | ollama | >=0.4.8,<0.5 | pyproject.toml |
| PyPI | streamlit-extras | >=0.4.3,<0.5 | pyproject.toml |
| PyPI | kneed | >=0.8.5,<0.9.0 | pyproject.toml |
All dependencies 146
Full resolved dependency set from the GitHub dependency graph: 19 direct and 127 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | charset-normalizer | 3.4.2 | direct |
| PyPI | diskcache | 5.6.3 | direct |
| PyPI | en-core-web-md | 3.8.0 | direct |
| PyPI | fastapi | 0.115.14 | direct |
| PyPI | kneed | 0.8.5 | direct |
| PyPI | mcp | 1.8.1 | direct |
| PyPI | ollama | 0.4.9 | direct |
| PyPI | openai | 1.93.1 | direct |
| PyPI | pillow | 11.3.0 | direct |
| PyPI | pymupdf4llm | 0.0.21 | direct |
| PyPI | pypandoc | 1.15 | direct |
| PyPI | qdrant-client | 1.16.2 | direct |
| PyPI | requests | 2.32.4 | direct |
| PyPI | rich | 14.0.0 | direct |
| PyPI | spacy | 3.8.7 | direct |
| PyPI | streamlit | 1.46.1 | direct |
| PyPI | streamlit-extras | 0.4.7 | direct |
| PyPI | typer | 0.15.4 | direct |
| PyPI | uvicorn | 0.34.3 | direct |
| PyPI | altair | 5.5.0 | indirect |
| PyPI | altex | 0.2.0 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anyio | 4.9.0 | indirect |
| PyPI | archive-agent | 22.5.0 | indirect |
| PyPI | attrs | 25.3.0 | indirect |
| PyPI | beautifulsoup4 | 4.13.4 | indirect |
| PyPI | blinker | 1.9.0 | indirect |
| PyPI | blis | 1.3.0 | indirect |
| PyPI | cachetools | 6.1.0 | indirect |
| PyPI | catalogue | 2.0.10 | indirect |
| PyPI | certifi | 2025.6.15 | indirect |
| PyPI | click | 8.1.8 | indirect |
| PyPI | cloudpathlib | 0.21.1 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | confection | 0.1.5 | indirect |
| PyPI | contourpy | 1.3.2 | indirect |
| PyPI | coverage | 7.9.2 | indirect |
| PyPI | cycler | 0.12.1 | indirect |
| PyPI | cymem | 2.0.11 | indirect |
| PyPI | distro | 1.9.0 | indirect |
| PyPI | entrypoints | 0.4 | indirect |
| PyPI | exceptiongroup | 1.3.0 | indirect |
| PyPI | faker | 37.4.0 | indirect |
| PyPI | favicon | 0.7.0 | indirect |
| PyPI | fonttools | 4.58.5 | indirect |
| PyPI | gitdb | 4.0.12 | indirect |
| PyPI | gitpython | 3.1.44 | indirect |
| PyPI | grpcio | 1.73.1 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | h2 | 4.2.0 | indirect |
| PyPI | hpack | 4.1.0 | indirect |
| PyPI | htbuilder | 0.9.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | httpx-sse | 0.4.1 | indirect |
| PyPI | hyperframe | 6.1.0 | indirect |
| PyPI | idna | 3.10 | indirect |
| PyPI | iniconfig | 2.1.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | jiter | 0.10.0 | indirect |
| PyPI | jsonschema | 4.24.0 | indirect |
| PyPI | jsonschema-specifications | 2025.4.1 | indirect |
| PyPI | kiwisolver | 1.4.8 | indirect |
| PyPI | langcodes | 3.5.0 | indirect |
| PyPI | language-data | 1.3.0 | indirect |
| PyPI | lxml | 6.0.0 | indirect |
| PyPI | marisa-trie | 1.2.1 | indirect |
| PyPI | markdown | 3.8.2 | indirect |
| PyPI | markdown-it-py | 3.0.0 | indirect |
| PyPI | markdownlit | 0.0.7 | indirect |
| PyPI | markupsafe | 3.0.2 | indirect |
| PyPI | matplotlib | 3.10.3 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | murmurhash | 1.0.13 | indirect |
| PyPI | narwhals | 1.46.0 | indirect |
| PyPI | nodeenv | 1.9.1 | indirect |
| PyPI | numpy | 2.2.6 | indirect |
| PyPI | numpy | 2.3.1 | indirect |
| PyPI | packaging | 25.0 | indirect |
| PyPI | pandas | 2.3.0 | indirect |
| PyPI | plotly | 6.2.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | portalocker | 2.10.1 | indirect |
| PyPI | preshed | 3.0.10 | indirect |
| PyPI | prometheus-client | 0.22.1 | indirect |
| PyPI | protobuf | 6.31.1 | indirect |
| PyPI | pyarrow | 20.0.0 | indirect |
| PyPI | pycodestyle | 2.14.0 | indirect |
| PyPI | pydantic | 2.11.7 | indirect |
| PyPI | pydantic-core | 2.33.2 | indirect |
| PyPI | pydantic-settings | 2.10.1 | indirect |
| PyPI | pydeck | 0.9.1 | indirect |
| PyPI | pygments | 2.19.2 | indirect |
| PyPI | pymdown-extensions | 10.16 | indirect |
| PyPI | pymupdf | 1.26.3 | indirect |
| PyPI | pyparsing | 3.2.3 | indirect |
| PyPI | pyright | 1.1.403 | indirect |
| PyPI | pytest | 8.4.1 | indirect |
| PyPI | pytest-cov | 5.0.0 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-dotenv | 1.1.1 | indirect |
| PyPI | python-multipart | 0.0.20 | indirect |
| PyPI | pytz | 2025.2 | indirect |
| PyPI | pywin32 | 310 | indirect |
| PyPI | pyyaml | 6.0.2 | indirect |
| PyPI | referencing | 0.36.2 | indirect |
| PyPI | rpds-py | 0.26.0 | indirect |
| PyPI | scipy | 1.15.3 | indirect |
| PyPI | scipy | 1.17.0 | indirect |
| PyPI | setuptools | 80.9.0 | indirect |
| PyPI | shellingham | 1.5.4 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | smart-open | 7.3.0.post1 | indirect |
| PyPI | smmap | 5.0.2 | indirect |
| PyPI | sniffio | 1.3.1 | indirect |
| PyPI | soupsieve | 2.7 | indirect |
| PyPI | spacy-legacy | 3.0.12 | indirect |
| PyPI | spacy-loggers | 1.0.5 | indirect |
| PyPI | srsly | 2.5.1 | indirect |
| PyPI | sse-starlette | 2.4.1 | indirect |
| PyPI | st-annotated-text | 4.0.2 | indirect |
| PyPI | st-theme | 1.2.3 | indirect |
| PyPI | starlette | 0.46.2 | indirect |
| PyPI | streamlit-camera-input-live | 0.2.0 | indirect |
| PyPI | streamlit-card | 1.0.2 | indirect |
| PyPI | streamlit-embedcode | 0.1.2 | indirect |
| PyPI | streamlit-faker | 0.0.4 | indirect |
| PyPI | streamlit-image-coordinates | 0.1.9 | indirect |
| PyPI | streamlit-keyup | 0.3.0 | indirect |
| PyPI | streamlit-toggle-switch | 1.0.2 | indirect |
| PyPI | streamlit-vertical-slider | 2.5.5 | indirect |
| PyPI | tenacity | 9.1.2 | indirect |
| PyPI | thinc | 8.3.6 | indirect |
| PyPI | toml | 0.10.2 | indirect |
| PyPI | tomli | 2.2.1 | indirect |
| PyPI | tornado | 6.5.1 | indirect |
| PyPI | tqdm | 4.67.1 | indirect |
| PyPI | typing-extensions | 4.14.1 | indirect |
| PyPI | typing-inspection | 0.4.1 | indirect |
| PyPI | tzdata | 2025.2 | indirect |
| PyPI | urllib3 | 2.5.0 | indirect |
| PyPI | validators | 0.35.0 | indirect |
| PyPI | wasabi | 1.1.3 | indirect |
| PyPI | watchdog | 6.0.0 | indirect |
| PyPI | weasel | 0.4.1 | indirect |
| PyPI | wrapt | 1.17.2 | indirect |
Dependency advisories 23
This repository publishes no package the index resolves, so its own dependency graph was assessed — 146 packages, which also include development and test pins that never ship: 23 carry known advisories, of which 5 are direct.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| pillow | 11.3.0 | direct | critical | 28 | 12.3.0 |
| gitpython | 3.1.44 | indirect | critical | 9 | 3.1.50 |
| mcp | 1.8.1 | direct | high | 8 | 1.28.1 |
| click | 8.1.8 | indirect | high | 1 | 8.3.3 |
| lxml | 6.0.0 | indirect | high | 2 | 6.1.0 |
| protobuf | 6.31.1 | indirect | high | 2 | 6.33.5 |
| pyarrow | 20.0.0 | indirect | high | 2 | 23.0.1 |
| python-multipart | 0.0.20 | indirect | high | 14 | 0.0.31 |
| soupsieve | 2.7 | indirect | high | 4 | 2.8.4 |
| starlette | 0.46.2 | indirect | high | 14 | 1.3.1 |
| tornado | 6.5.1 | indirect | high | 18 | 6.5.7 |
| urllib3 | 2.5.0 | indirect | high | 8 | 2.7.0 |
| diskcache | 5.6.3 | direct | moderate | 2 | — |
| requests | 2.32.4 | direct | moderate | 2 | 2.33.0 |
| streamlit | 1.46.1 | direct | moderate | 4 | 1.54.0 |
| fonttools | 4.58.5 | indirect | moderate | 2 | 4.60.2 |
| idna | 3.10 | indirect | moderate | 2 | 3.15 |
| pymdown-extensions | 10.16 | indirect | moderate | 4 | 10.21.3 |
| pytest | 8.4.1 | indirect | moderate | 2 | 9.0.3 |
| python-dotenv | 1.1.1 | indirect | moderate | 2 | 1.2.2 |
| setuptools | 80.9.0 | indirect | moderate | 1 | 83.0.0 |
| h2 | 4.2.0 | indirect | low | 2 | 4.3.0 |
| pygments | 2.19.2 | indirect | low | 2 | 2.20.0 |
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": [
"ocr",
"openai",
"python",
"rag",
"mcp-server",
"ollama",
"lm-studio",
"mcp",
"qdrant"
],
"is_fork": false,
"size_kb": 26085,
"has_wiki": true,
"homepage": "https://wilhelm.dev",
"languages": {
"HTML": 5990,
"Shell": 8691,
"Python": 518894
},
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"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 53,
"latest_release_tag": "v22.5.0",
"releases_from_tags": false,
"days_since_latest_release": 10,
"mean_days_between_releases": 16.4
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "53 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 53
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 10 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 10
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~16.4 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 16.4
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "at_risk",
"name": "Community & Adoption",
"value": 44,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 38,
"inputs": {
"forks": 9,
"stars": 63,
"watchers": 3,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "63 stars",
"points": 29.1,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 63
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "9 forks",
"points": 7.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 9
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "3 watchers",
"points": 1.7,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 3
}
}
],
"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": 40,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 13,
"inputs": {
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"contributors_sampled": 3,
"top_contributor_share": 0.994
},
"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 99% of commits",
"points": 0.1,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 99
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "3 contributors",
"points": 4.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 3
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 59,
"inputs": {
"merged_prs": 2,
"open_issues": 17,
"closed_issues": 44,
"issue_closed_ratio": 0.721,
"closed_unmerged_prs": 1
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "72% of issues closed",
"points": 33.7,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 72
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "2/3 decided PRs merged",
"points": 25.5,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 2,
"decided": 3
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/28 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": 54,
"inputs": {
"followers": 31,
"owner_type": "User",
"is_verified": null,
"owner_login": "shredEngineer",
"public_repos": 27,
"account_age_days": 2985
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"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": "31 followers of shredEngineer",
"points": 10.8,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 31,
"login": "shredEngineer"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "27 public repos, account ~8 yr old",
"points": 22.5,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 27
}
},
{
"code": "account_age_years",
"params": {
"years": 8
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "at_risk",
"name": "Engineering Quality",
"value": 44,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "critical",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 24,
"inputs": {
"has_ci": false,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "0 out of 1 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [
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"openai",
"python",
"rag",
"mcp-server",
"ollama",
"lm-studio",
"mcp",
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"has_wiki": true,
"homepage": "https://wilhelm.dev",
"has_readme": true,
"has_docs_dir": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
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"detail": "https://wilhelm.dev",
"points": 15,
"status": "met",
"details": [],
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},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "9 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
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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": "critical",
"name": "Security",
"value": 21,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "critical",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Dangerous-Workflow, Packaging, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 17,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 14,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 4,
"scorecard_aggregate": 1.7
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"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 not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"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",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no workflows found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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": "5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4",
"points": 3,
"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": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "No tokens found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "72 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "at_risk",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 146 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": 146
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 39,
"inputs": {
"source": "osv",
"advisories": 135,
"affected_packages": 23,
"assessed_packages": 146,
"unassessed_packages": 0,
"affected_by_severity": "critical 2, high 10, moderate 9, low 2",
"direct_affected_packages": 5
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "5 affected: pillow 11.3.0 (critical 9.1), mcp 1.8.1 (high 7.5), diskcache 5.6.3 (moderate), +2 more",
"points": 6.3,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 5,
"packages": "pillow 11.3.0 (critical 9.1), mcp 1.8.1 (high 7.5), diskcache 5.6.3 (moderate)"
}
},
{
"code": "advisories_affected_more",
"params": {
"count": 2
}
}
],
"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": "5 advisory-carrying package(s) unaddressed past 90 days; oldest published 381 days ago",
"points": 22.9,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 5,
"oldest": 381
}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 146,
"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": "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": 3
},
"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": 49,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
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"legible_history_share": null,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 47940
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 39,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"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": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 24904,
"source_files_sampled": 151,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/151 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 151,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "critical",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 20,
"inputs": {
"example_dirs": [],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
}
]
}
],
"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": [
"Could not fetch pypi package 'archive-agent' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-20T23:27:08.430344Z",
"schema_version": "0.16.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/shredEngineer/Archive-Agent.svg",
"full_name": "shredEngineer/Archive-Agent",
"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 v0.16.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.