Public recordModerate
Software health reportschema 0.13.0 · metrics 1.13.0 · 2026-07-18 14:54 UTC
vladkesler / initrunner
Define AI agent roles in YAML and run them anywhere: CLI, API server, or autonomous daemon
vladkesler/initrunner holds a health index of 66 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (86/100) and lowest on Sustainability & Governance (50/100). It was last updated today. A single contributor accounts for most of its recent work.
66
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.
66
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
vladkeslerPersonal account
4 followers6 public repossince Jun 2025
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | initrunner | 2026.7.4 | 2,130 | 110 | 0 days ago | agentaiai-agentsautonomous-agentsllmmcpno-codeopenai-compatiblepydantic-airagrolerunneryaml |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
83
Development activity
78Good
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 14.5/36 | Commit cadence — 21/52 weeks with commits |
| 18/18 | Commit volume — 411 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 411 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 21 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~3.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 100 |
| latest_release_tag | v2026.7.4 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 3.7 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
59
Popularity & adoption
31At risk
How it's scored
| 25.6/60 | Stars — 39 stars |
| 5.8/25 | Forks — 6 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 6 |
| stars | 39 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Ecosystem adoption (downloads)
56Moderate
How it's scored
| 44.4/80 | Monthly downloads — 2,130 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | initrunner |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2,130 |
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?
50
Maintainer resilience (bus factor)
14Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 2.7/22.5 | Commit distribution — top contributor authored 88% of commits |
| 2.7/13.5 | Contributor breadth — 2 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.879 |
How it's scored
| 46.8/46.8 | Issue resolution — 100% of issues closed |
| 27.3/38.3 | PR acceptance — 135/189 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/19 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 135 |
| open_issues | 0 |
| closed_issues | 3 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 54 |
Ownership & stewardship
29Critical
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 5/25 | Owner reach — 4 followers of vladkesler |
| 8.3/25 | Track record — 6 public repos, account ~1 yr old |
Inputs used
| followers | 4 |
| owner_type | User |
| is_verified | — |
| owner_login | vladkesler |
| public_repos | 6 |
| account_age_days | 393 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 110 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | initrunner |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
86
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 5 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
75Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 17 topics |
| 0/10 | Wiki |
Inputs used
| topics | agent-framework, ai-agents, ai-automation, ai-tools, autonomous-agents, cli, llm, llm-agents, mcp, multi-agent, no-code, openai-compatible, pydantic-ai, python, rag, yaml, yaml-configuration |
| has_wiki | no |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
52
Security posture
52Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/19 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 3.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 7 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 1.5/7.5 | Vulnerabilities — 8 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5.2 |
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.
70
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 | 12,523 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
66Moderate
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 11/11 | Static type checking — dashboard/tsconfig.json, initrunner/py.typed |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 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 | package-lock.json, pnpm-lock.yaml, uv.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | dashboard/tsconfig.json, initrunner/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (dashboard/tsconfig.json, initrunner/py.typed) |
| 54.7/55 | Manageable file sizes — 4/679 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 72,819 |
| source_files_sampled | 679 |
| oversized_source_files | 4 |
Machine-readable interfaces
60Moderate
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
39GitHub stars
2contributors
411commits, last 12 months
0days since last push
100releases
1bus factor
0open issues
npm, PyPIpackage ecosystems
More detail
OpenSSF Scorecard 5.2 / 10
5.2aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/19 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 7 | SAST | SAST tool is not run on all commits -- score normalized to 7 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 2 | Vulnerabilities | 8 existing vulnerabilities detected |
Direct dependencies 19
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| npm | @dicebear/core | ^9.4.3 | dashboard/package.json |
| npm | @dicebear/rings | ^9.4.3 | dashboard/package.json |
| npm | @xyflow/svelte | ^1.6.2 | dashboard/package.json |
| npm | posthog-js | ^1.399.2 | dashboard/package.json |
| PyPI | pydantic-ai-slim | >=2.13.0 | pyproject.toml |
| PyPI | pydantic | >=2.11 | pyproject.toml |
| PyPI | typer | >=0.21.1 | pyproject.toml |
| PyPI | pyyaml | >=6.0.3 | pyproject.toml |
| PyPI | rich | >=14.3.2 | pyproject.toml |
| PyPI | lancedb | >=0.29.2 | pyproject.toml |
| PyPI | watchfiles | >=1.1.1 | pyproject.toml |
| PyPI | croniter | >=6.0.0 | pyproject.toml |
| PyPI | beautifulsoup4 | >=4.13.2 | pyproject.toml |
| PyPI | markdownify | >=1.2.2 | pyproject.toml |
| PyPI | python-dotenv | >=1.2.1 | pyproject.toml |
| PyPI | jinja2 | >=3.1 | pyproject.toml |
| PyPI | initguard | >=2026.3.3 | pyproject.toml |
| PyPI | fastmcp | >=3.2.0 | pyproject.toml |
| PyPI | anyio | >=4.13.0 | pyproject.toml |
All dependencies 371
Full resolved dependency set from the GitHub dependency graph: 19 direct and 352 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| npm | @dicebear/core | 9.4.3 | direct |
| npm | @dicebear/rings | 9.4.3 | direct |
| npm | @xyflow/svelte | 1.6.2 | direct |
| npm | posthog-js | 1.404.1 | direct |
| PyPI | anyio | 4.13.0 | direct |
| PyPI | beautifulsoup4 | 4.14.3 | direct |
| PyPI | croniter | 6.0.0 | direct |
| PyPI | fastmcp | 3.3.1 | direct |
| PyPI | initguard | 2026.3.3 | direct |
| PyPI | jinja2 | 3.1.6 | direct |
| PyPI | lancedb | 0.29.2 | direct |
| PyPI | markdownify | 1.2.2 | direct |
| PyPI | pydantic | 2.12.5 | direct |
| PyPI | pydantic-ai-slim | 2.13.0 | direct |
| PyPI | python-dotenv | 1.2.2 | direct |
| PyPI | pyyaml | 6.0.3 | direct |
| PyPI | rich | 14.3.2 | direct |
| PyPI | typer | 0.21.1 | direct |
| PyPI | watchfiles | 1.1.1 | direct |
| npm | @emnapi/core | 1.11.1 | indirect |
| npm | @emnapi/runtime | 1.11.1 | indirect |
| npm | @emnapi/wasi-threads | 1.2.2 | indirect |
| npm | @floating-ui/core | 1.7.5 | indirect |
| npm | @floating-ui/dom | 1.7.6 | indirect |
| npm | @floating-ui/utils | 0.2.11 | indirect |
| npm | @internationalized/date | 3.12.0 | indirect |
| npm | @jridgewell/gen-mapping | 0.3.13 | indirect |
| npm | @jridgewell/remapping | 2.3.5 | indirect |
| npm | @jridgewell/resolve-uri | 3.1.2 | indirect |
| npm | @jridgewell/sourcemap-codec | 1.5.5 | indirect |
| npm | @jridgewell/trace-mapping | 0.3.31 | indirect |
| npm | @napi-rs/wasm-runtime | 1.1.6 | indirect |
| npm | @oxc-project/types | 0.139.0 | indirect |
| npm | @polka/url | 1.0.0-next.29 | indirect |
| npm | @posthog/core | 1.43.1 | indirect |
| npm | @posthog/types | 1.397.0 | indirect |
| npm | @rolldown/binding-android-arm64 | 1.1.5 | indirect |
| npm | @rolldown/binding-darwin-arm64 | 1.1.5 | indirect |
| npm | @rolldown/binding-darwin-x64 | 1.1.5 | indirect |
| npm | @rolldown/binding-freebsd-x64 | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-arm-gnueabihf | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-arm64-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-arm64-musl | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-ppc64-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-s390x-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-x64-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-x64-musl | 1.1.5 | indirect |
| npm | @rolldown/binding-openharmony-arm64 | 1.1.5 | indirect |
| npm | @rolldown/binding-wasm32-wasi | 1.1.5 | indirect |
| npm | @rolldown/binding-win32-arm64-msvc | 1.1.5 | indirect |
| npm | @rolldown/binding-win32-x64-msvc | 1.1.5 | indirect |
| npm | @rolldown/pluginutils | 1.0.1 | indirect |
| npm | @standard-schema/spec | 1.1.0 | indirect |
| npm | @svelte-put/shortcut | 4.1.0 | indirect |
| npm | @sveltejs/acorn-typescript | 1.0.10 | indirect |
| npm | @sveltejs/adapter-static | 3.0.10 | indirect |
| npm | @sveltejs/kit | 2.70.0 | indirect |
| npm | @sveltejs/vite-plugin-svelte | 7.2.0 | indirect |
| npm | @swc/helpers | 0.5.23 | indirect |
| npm | @tailwindcss/node | 4.3.2 | indirect |
| npm | @tailwindcss/oxide | 4.3.2 | indirect |
| npm | @tailwindcss/oxide-android-arm64 | 4.3.2 | indirect |
| npm | @tailwindcss/oxide-darwin-arm64 | 4.3.2 | indirect |
| npm | @tailwindcss/oxide-darwin-x64 | 4.3.2 | indirect |
| npm | @tailwindcss/oxide-freebsd-x64 | 4.3.2 | indirect |
| npm | @tailwindcss/oxide-linux-arm-gnueabihf | 4.3.2 | indirect |
| npm | @tailwindcss/oxide-linux-arm64-gnu | 4.3.2 | indirect |
| npm | @tailwindcss/oxide-linux-arm64-musl | 4.3.2 | indirect |
| npm | @tailwindcss/oxide-linux-x64-gnu | 4.3.2 | indirect |
| npm | @tailwindcss/oxide-linux-x64-musl | 4.3.2 | indirect |
| npm | @tailwindcss/oxide-wasm32-wasi | 4.3.2 | indirect |
| npm | @tailwindcss/oxide-win32-arm64-msvc | 4.3.2 | indirect |
| npm | @tailwindcss/oxide-win32-x64-msvc | 4.3.2 | indirect |
| npm | @tailwindcss/vite | 4.3.2 | indirect |
| npm | @tybys/wasm-util | 0.10.3 | indirect |
| npm | @types/cookie | 0.6.0 | indirect |
| npm | @types/d3-color | 3.1.3 | indirect |
| npm | @types/d3-drag | 3.0.7 | indirect |
| npm | @types/d3-interpolate | 3.0.4 | indirect |
| npm | @types/d3-selection | 3.0.11 | indirect |
| npm | @types/d3-transition | 3.0.9 | indirect |
| npm | @types/d3-zoom | 3.0.8 | indirect |
| npm | @types/estree | 1.0.9 | indirect |
| npm | @types/json-schema | 7.0.15 | indirect |
| npm | @types/trusted-types | 2.0.7 | indirect |
| npm | @xyflow/system | 0.0.79 | indirect |
| npm | acorn | 8.17.0 | indirect |
| npm | argparse | 2.0.1 | indirect |
| npm | aria-query | 5.3.1 | indirect |
| npm | axobject-query | 4.1.0 | indirect |
| npm | bits-ui | 2.18.1 | indirect |
| npm | clsx | 2.1.1 | indirect |
| npm | cookie | 1.1.1 | indirect |
| npm | core-js | 3.49.0 | indirect |
| npm | d3-color | 3.1.0 | indirect |
| npm | d3-dispatch | 3.0.1 | indirect |
| npm | d3-drag | 3.0.0 | indirect |
| npm | d3-ease | 3.0.1 | indirect |
| npm | d3-interpolate | 3.0.1 | indirect |
| npm | d3-selection | 3.0.0 | indirect |
| npm | d3-timer | 3.0.1 | indirect |
| npm | d3-transition | 3.0.1 | indirect |
| npm | d3-zoom | 3.0.0 | indirect |
| npm | deepmerge | 4.3.1 | indirect |
| npm | dequal | 2.0.3 | indirect |
| npm | detect-libc | 2.1.2 | indirect |
| npm | devalue | 5.8.1 | indirect |
| npm | dompurify | 3.4.11 | indirect |
| npm | enhanced-resolve | 5.21.6 | indirect |
| npm | esm-env | 1.2.2 | indirect |
| npm | esrap | 2.2.13 | indirect |
| npm | fdir | 6.5.0 | indirect |
| npm | fflate | 0.4.8 | indirect |
| npm | fsevents | 2.3.3 | indirect |
| npm | graceful-fs | 4.2.11 | indirect |
| npm | inline-style-parser | 0.2.7 | indirect |
| npm | is-reference | 3.0.3 | indirect |
| npm | jiti | 2.7.0 | indirect |
| npm | js-yaml | 5.2.1 | indirect |
| npm | kleur | 4.1.5 | indirect |
| npm | lightningcss | 1.32.0 | indirect |
| npm | lightningcss-android-arm64 | 1.32.0 | indirect |
| npm | lightningcss-darwin-arm64 | 1.32.0 | indirect |
| npm | lightningcss-darwin-x64 | 1.32.0 | indirect |
| npm | lightningcss-freebsd-x64 | 1.32.0 | indirect |
| npm | lightningcss-linux-arm-gnueabihf | 1.32.0 | indirect |
| npm | lightningcss-linux-arm64-gnu | 1.32.0 | indirect |
| npm | lightningcss-linux-arm64-musl | 1.32.0 | indirect |
| npm | lightningcss-linux-x64-gnu | 1.32.0 | indirect |
| npm | lightningcss-linux-x64-musl | 1.32.0 | indirect |
| npm | lightningcss-win32-arm64-msvc | 1.32.0 | indirect |
| npm | lightningcss-win32-x64-msvc | 1.32.0 | indirect |
| npm | locate-character | 3.0.0 | indirect |
| npm | lucide-svelte | 1.0.1 | indirect |
| npm | lz-string | 1.5.0 | indirect |
| npm | magic-string | 0.30.21 | indirect |
| npm | mrmime | 2.0.1 | indirect |
| npm | nanoid | 3.3.12 | indirect |
| npm | obug | 2.1.3 | indirect |
| npm | picocolors | 1.1.1 | indirect |
| npm | picomatch | 4.0.4 | indirect |
| npm | postcss | 8.5.19 | indirect |
| npm | preact | 10.29.7 | indirect |
| npm | query-selector-shadow-dom | 1.0.1 | indirect |
| npm | rolldown | 1.1.5 | indirect |
| npm | runed | 0.35.1 | indirect |
| npm | set-cookie-parser | 3.1.0 | indirect |
| npm | sirv | 3.0.2 | indirect |
| npm | source-map-js | 1.2.1 | indirect |
| npm | style-to-object | 1.0.14 | indirect |
| npm | svelte | 5.56.4 | indirect |
| npm | svelte-toolbelt | 0.10.6 | indirect |
| npm | tabbable | 6.4.0 | indirect |
| npm | tailwind-merge | 3.6.0 | indirect |
| npm | tailwind-variants | 3.2.2 | indirect |
| npm | tailwindcss | 4.3.2 | indirect |
| npm | tapable | 2.3.3 | indirect |
| npm | tinyglobby | 0.2.17 | indirect |
| npm | totalist | 3.0.1 | indirect |
| npm | tslib | 2.8.1 | indirect |
| npm | typescript | 6.0.3 | indirect |
| npm | vite | 8.1.5 | indirect |
| npm | vitefu | 1.1.3 | indirect |
| npm | web-vitals | 5.3.0 | indirect |
| npm | zimmerframe | 1.1.4 | indirect |
| PyPI | aiofile | 3.9.0 | indirect |
| PyPI | aiohappyeyeballs | 2.6.1 | indirect |
| PyPI | aiohttp | 3.14.1 | indirect |
| PyPI | aiosignal | 1.4.0 | indirect |
| PyPI | annotated-doc | 0.0.4 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anthropic | 0.109.1 | indirect |
| PyPI | attrs | 25.4.0 | indirect |
| PyPI | audioop-lts | 0.2.2 | indirect |
| PyPI | authlib | 1.7.2 | indirect |
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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{
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},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
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{
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},
{
"name": "Contributors",
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},
{
"name": "Dangerous-Workflow",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
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"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
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"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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{
"name": "Maintained",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
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{
"name": "Packaging",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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{
"name": "Pinned-Dependencies",
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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{
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{
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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]
},
{
"key": "community_health",
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"note": null,
"notes": [],
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"details": [
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{
"code": "license_spdx",
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{
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"value": 56,
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"dependents": null,
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"components": [
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{
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"code": "bus_factor",
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}
],
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{
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"code": "top_contributor_share",
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{
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{
"key": "openssf_scorecard_contributors",
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]
},
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{
"key": "pr_acceptance",
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},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
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"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
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"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
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"points": 10,
"status": "met",
"details": [
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"code": "topics_count",
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}
],
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{
"key": "wiki",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 52,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"name": "Security posture",
"note": null,
"notes": [],
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"inputs": {
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},
"components": [
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"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",
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"points": 2.5,
"status": "met",
"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": [],
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},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/19 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "contributors",
"name": "Contributors",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"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",
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},
{
"key": "maintained",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 7",
"points": 3.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "8 existing vulnerabilities detected",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 70,
"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": [
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]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
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"legible_history_share": null,
"agent_instruction_files": [
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],
"agent_instruction_max_bytes": 12523
},
"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": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 66,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"pnpm-lock.yaml",
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
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"has_linter_config": true,
"typecheck_configs": [
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"initrunner/py.typed"
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"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "dashboard/tsconfig.json, initrunner/py.typed",
"points": 11,
"status": "met",
"details": [
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"code": "file_list",
"params": {
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],
"max_points": 11
},
{
"key": "reproducible_environment",
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"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
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"code": "file_list",
"params": {
"files": "Dockerfile, 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": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"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": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
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"source_files_sampled": 679,
"oversized_source_files": 4
},
"components": [
{
"key": "type_checkable_code",
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"points": 27,
"status": "partial",
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"code": "typecheck_config_language",
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}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
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"detail": "4/679 source files over 60KB",
"points": 54.7,
"status": "partial",
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{
"code": "oversized_source_files",
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"oversized": 4
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
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],
"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": [],
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},
{
"key": "mcp_server",
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"points": 20,
"status": "met",
"details": [],
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},
{
"key": "runnable_examples",
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"detail": "examples",
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"code": "file_list",
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}
]
}
],
"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": [],
"report_type": "repository",
"generated_at": "2026-07-18T14:54:24.575065Z",
"schema_version": "0.13.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/vladkesler/initrunner.svg",
"full_name": "vladkesler/initrunner",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.13.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.