Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-10 14:25 UTC

vishal2612200 / agentpack

Local context engine for AI coding agents. Routes tasks to relevant files, tests, rules, and skills, supports prompt caching, and builds compact context packs for Claude Code, Codex, Cursor, MCP, and more.

PythonAGPL-3.0★ 25 stars⑂ 13 forkssince Apr 2026View on GitHub ↗
KindCommand-line toolLibraryhow this is determined

vishal2612200/agentpack holds a health index of 81 out of 100, placing it in the Excellent band. It scores highest on AI Readiness (87/100) and lowest on Security (57/100). It was last updated 12 days ago. A single contributor accounts for most of its recent work.

81
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.

81
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 69 is calibrated to 81 on the published index scale (record calibration 2026-08-02).

Ownership

vishal sharmaPersonal account
70 followers129 public repossince Mar 2018@C0deAttackC0mmunity

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

Package ecosystems

Metrics by category

Vitality

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

82Excellent · 21% of overall
How it's scored
28.8/36Push recency — last push 12 days ago
13.2/36Commit cadence — 19/52 weeks with commits
18/18Commit volume — 532 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year532
human_commit_share0.93
days_since_last_push12
active_weeks_last_year19

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 5 releases published
36/36Release recency — latest release 18 days ago
27/27Release cadence — a release every ~12.7 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count5
latest_release_tagv0.4.4
releases_from_tagsno
days_since_latest_release18
mean_days_between_releases12.7
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?

57Moderate · 17% of overall
How it's scored
22.4/60Stars — 25 stars
9/25Forks — 13 forks
0/15Watchers — 1 watchers
Inputs used
forks13
stars25
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (AGPL-3.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges10
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes
How it's scored
40.7/80Monthly downloads — 1,123 downloads/month across npm, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesagentpack-cli, @vishal2612200/agentpack
dependents—
ecosystemsnpm, pypi
total_downloads—
monthly_downloads1,123
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

60Moderate · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.6/22.5Commit distribution — top contributor authored 97% of commits
13.5/13.5Contributor breadth — 11 contributors
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled11
top_contributor_share0.973
How it's scored
25.7/42Issue resolution — 61% of issues closed
26.8/30PR acceptance — 85/95 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/11 approved changesets -- score normalized to 0
Inputs used
merged_prs85
open_issues7
closed_issues11
prs_merged_7d0
prs_decided_7d0
prs_merged_30d18
prs_decided_30d18
issue_closed_ratio0.611
closed_unmerged_prs10
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
13.3/25Owner reach — 70 followers of vishal2612200
25/25Track record — 129 public repos, account ~8 yr old
Inputs used
followers70
owner_typeUser
is_verified—
owner_loginvishal2612200
public_repos129
account_age_days3,098
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on npm, pypi
35/35Publish recency — latest publish 19 days ago
20/20Version history — 70 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesagentpack-cli, @vishal2612200/agentpack
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish19

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall
How it's scored
24/24CI workflows — 8 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://vishal2612200.github.io/agentpack/
10/10Repository description
10/10Topics — 18 topics
10/10Wiki
Inputs used
topicsai-coding-agent, claude-code, code-analysis, code-analysis-tool, codex, context-engine, cursor, developer-tools, developer-tools-productivity, mcp, prompt-engineering, prompt-engineering-tool, windsurf, good-first-issue, help-wanted, cli, python, first-timers-only
has_wikiyes
homepagehttps://vishal2612200.github.io/agentpack/
docs_sitehttps://vishal2612200.github.io/agentpack/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

57Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/11 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 4 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
7.5/7.5Maintained — 30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
4/5SAST — SAST tool is not run on all commits -- score normalized to 8
2/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
1.5/7.5Vulnerabilities — 8 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.6
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories8
affected_packages5
assessed_packages344
unassessed_packages4
affected_by_severityhigh 5
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 344 resolved dependencies against OSV. 4 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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.

87Excellent · 4% of overall
How it's scored
45/45Agent instructions — .cursor/rules/agentpack.mdc, .cursorrules, .github/copilot-instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md, GEMINI.md
15/15Machine-readable docs (llms.txt) — llms.txt present
40/40Legible commit history — 93 of 93 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_url—
legible_history_share1
agent_instruction_files.cursor/rules/agentpack.mdc, .cursorrules, .github/copilot-instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md, GEMINI.md
agent_instruction_max_bytes3,203
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — frontend/dashboard/tsconfig.json, native-integrations/cursor-extension/tsconfig.json, native-integrations/windsurf-extension/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 7 of the last 100 commits are automated dependency updates
4/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configno
typecheck_configsfrontend/dashboard/tsconfig.json, native-integrations/cursor-extension/tsconfig.json, native-integrations/windsurf-extension/tsconfig.json
agent_commit_share0.01
toolchain_manifests—
dependency_bot_commit_share0.07
How it's scored
27/45Type-checkable code — Python with type-check config (frontend/dashboard/tsconfig.json, native-integrations/cursor-extension/tsconfig.json, native-integrations/windsurf-extension/tsconfig.json)
53.3/55Manageable file sizes — 15/489 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes861,396
source_files_sampled489
oversized_source_files15
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — tests/fixtures/architecture_languages/schema.graphql, tests/fixtures/architecture_languages/service.proto
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_filestests/fixtures/architecture_languages/schema.graphql, tests/fixtures/architecture_languages/service.proto
interfaces_expected_of—

Key facts

25GitHub stars
11contributors
532commits, last 12 months
12days since last push
5releases
1bus factor
7open issues
npm, PyPIpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 13 ⇿
0Stars
13Forks
4Releases

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.

03581013151342026-062026-072026-08
Major 0Minor 1Patch 3
OpenSSF Scorecard 4.6 / 10
4.6aggregate

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 · 2026-09-10 14:25 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests11 out of 11 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/11 approved changesets -- score normalized to 0
10Contributorsproject has 4 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
4Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 4
8SASTSAST tool is not run on all commits -- score normalized to 8
4Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
2Vulnerabilities8 existing vulnerabilities detected
Direct dependencies 10
RegistryPackageVersion constraintManifest
PyPItyper>=0.12.0pyproject.toml
PyPIrich>=13.0.0pyproject.toml
PyPIpathspec>=0.12.1pyproject.toml
PyPIpydantic>=2.0.0pyproject.toml
PyPItomli-w>=1.0.0pyproject.toml
PyPItiktoken>=0.7.0pyproject.toml
PyPIwatchdog>=4.0.0pyproject.toml
PyPItree-sitter>=0.23.2pyproject.toml
PyPItree-sitter-language-pack>=0.7.4pyproject.toml
PyPItomli>=2.0.0pyproject.toml
All dependencies 348

Full resolved dependency set from the GitHub dependency graph: 10 direct and 338 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIrich15.0.0direct
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PyPItomli2.4.1direct
PyPItomli-w1.2.0direct
PyPItree-sitter0.26.0direct
PyPItree-sitter-language-pack1.12.5direct
PyPItyper0.26.7direct
PyPIwatchdog6.0.0direct
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npmd3-drag3.0.0indirect
npmd3-ease3.0.1indirect
npmd3-interpolate3.0.1indirect
npmd3-selection3.0.0indirect
npmd3-timer3.0.1indirect
npmd3-transition3.0.1indirect
npmd3-zoom3.0.0indirect
npmdebounce1.2.1indirect
npmdebug4.4.3indirect
npmdetect-gpu5.0.70indirect
npmdetect-node-es1.1.0indirect
npmdraco3d1.5.7indirect
npmelectron-to-chromium1.5.388indirect
npmesbuild0.25.12indirect
npmescalade3.2.0indirect
npmfdir6.5.0indirect
npmfflate0.6.10indirect
npmfflate0.8.3indirect
npmfsevents2.3.3indirect
npmgensync1.0.0-beta.2indirect
npmget-nonce1.0.1indirect
npmglsl-noise0.0.0indirect
npmhls.js1.6.16indirect
npmieee7541.2.1indirect
npmimmediate3.0.6indirect
npmis-extglob2.1.1indirect
npmis-glob4.0.3indirect
npmis-promise2.2.2indirect
npmisexe2.0.0indirect
npmits-fine1.2.5indirect
npmjs-tokens4.0.0indirect
npmjs-yaml4.3.0indirect
npmjsesc3.1.0indirect
npmjson-schema-to-typescript15.0.4indirect
npmjson52.2.3indirect
npmlie3.3.0indirect
npmlodash4.18.1indirect
npmloose-envify1.4.0indirect
npmlru-cache5.1.1indirect
npmlucide-react0.468.0indirect
npmmaath0.10.8indirect
npmmeshline3.3.1indirect
npmmeshoptimizer1.1.1indirect
npmminimist1.2.8indirect
npmms2.1.3indirect
npmnanoid3.3.15indirect
npmnode-releases2.0.50indirect
npmobject-assign4.1.1indirect
npmpath-key3.1.1indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.5indirect
npmpostcss8.5.23indirect
npmpotpack1.0.2indirect
npmprettier3.9.5indirect
npmpromise-worker-transferable1.0.4indirect
npmprop-types15.8.1indirect
npmreact18.3.1indirect
npmreact-composer5.0.3indirect
npmreact-dom18.3.1indirect
npmreact-is16.13.1indirect
npmreact-reconciler0.27.0indirect
npmreact-refresh0.17.0indirect
npmreact-remove-scroll2.7.2indirect
npmreact-remove-scroll-bar2.3.8indirect
npmreact-style-singleton2.2.3indirect
npmrequire-from-string2.0.2indirect
npmrollup4.62.2indirect
npmscheduler0.21.0indirect
npmscheduler0.23.2indirect
npmsemver6.3.1indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmsource-map-js1.2.1indirect
npmstats-gl2.4.2indirect
npmstats.js0.17.0indirect
npmsuspend-react0.1.3indirect
npmtailwind-merge3.6.0indirect
npmthree0.160.1indirect
npmthree0.170.0indirect
npmthree-mesh-bvh0.7.8indirect
npmthree-stdlib2.36.1indirect
npmtinyglobby0.2.17indirect
npmtroika-three-text0.52.4indirect
npmtroika-three-utils0.52.4indirect
npmtroika-worker-utils0.52.0indirect
npmtslib2.8.1indirect
npmtunnel-rat0.1.2indirect
npmtypescript5.9.3indirect
npmtypescript^5.0.0indirect
npmupdate-browserslist-db1.2.3indirect
npmuse-callback-ref1.3.3indirect
npmuse-sidecar1.1.3indirect
npmuse-sync-external-store1.6.0indirect
npmutility-types3.11.0indirect
npmvite6.4.3indirect
npmwebgl-constants1.1.1indirect
npmwebgl-sdf-generator1.1.1indirect
npmwhich2.0.2indirect
npmyallist3.1.1indirect
npmzustand3.7.2indirect
npmzustand4.5.7indirect
npmzustand5.0.14indirect
PyPIagentpack-cli0.4.4indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-types0.7.0indirect
PyPIanyio4.14.1indirect
PyPIast-serialize0.5.0indirect
PyPIattrs26.1.0indirect
PyPIbackports-asyncio-runner1.2.0indirect
PyPIcertifi2026.6.17indirect
PyPIcffi2.0.0indirect
PyPIcharset-normalizer3.4.7indirect
PyPIclick8.4.2indirect
PyPIcolorama0.4.6indirect
PyPIcoverage7.14.3indirect
PyPIcryptography50.0.0indirect
PyPIexceptiongroup1.3.1indirect
PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttpx0.28.1indirect
PyPIhttpx-sse0.4.3indirect
PyPIidna3.18indirect
PyPIiniconfig2.3.0indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIlibrt0.11.0indirect
PyPImarkdown-it-py4.2.0indirect
PyPImcp1.28.1indirect
PyPImdurl0.1.2indirect
PyPImkdocs-material—indirect
PyPImypy2.1.0indirect
PyPImypy-extensions1.1.0indirect
PyPIpackaging26.2indirect
PyPIpillow12.3.0indirect
PyPIpluggy1.6.0indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-settings2.14.2indirect
PyPIpygments2.20.0indirect
PyPIpyjwt2.13.0indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpython-dotenv1.2.2indirect
PyPIpython-multipart0.0.32indirect
PyPIpywin32312indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.5.9indirect
PyPIrequests2.34.2indirect
PyPIrpds-py0.30.0indirect
PyPIrpds-py2026.5.1indirect
PyPIruff0.15.19indirect
PyPIshellingham1.5.4indirect
PyPIsse-starlette3.4.5indirect
PyPIstarlette1.3.1indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-inspection0.4.2indirect
PyPIurllib32.7.0indirect
PyPIuvicorn0.49.0indirect
Dependency advisories 5

This repository publishes no package the index resolves, so its own dependency graph was assessed — 344 packages, which also include development and test pins that never ship: 5 carry known advisories, of which 0 are direct. 4 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
baseline-browser-mapping2.10.42indirecthigh12.11.0
browserslist4.28.5indirecthigh24.28.7
fflate0.6.10indirecthigh10.8.3
js-yaml4.3.0indirecthigh24.3.2
nanoid3.3.15indirecthigh25.1.16

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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

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 v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI, npm.