Public recordAt risk
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-24 06:02 UTC
tripolskypetr / agent-swarm-kit
A TypeScript library for building orchestrated framework-agnostic multi-agent AI systems
tripolskypetr/agent-swarm-kit holds a health index of 49 out of 100, placing it in the At risk band. It scores highest on Vitality (88/100) and lowest on Security (36/100). It was last updated 5 days ago. A single contributor accounts for most of its recent work.
49
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.
49
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.
High-Risk Jurisdiction Policy applies a 75% multiplier to weighted overall health and gives it an At risk ceiling of 49.
Ownership
Petr TripolskyPersonal account
88 followers52 public repossince May 2016CyberCup
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 |
|---|---|---|---|---|---|---|
| npm | agent-swarm-kit | 6.0.0 | 2,033 | 448 | 5 days ago | nvidia-nimopenaigpt4allollamalm-studiollamagptmistral |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
88
Development activity
85Excellent
How it's scored
| 36/36 | Push recency — last push 5 days ago |
| 20.8/36 | Commit cadence — 30/52 weeks with commits |
| 18/18 | Commit volume — 205 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 | 205 |
| human_commit_share | 1 |
| days_since_last_push | 5 |
| active_weeks_last_year | 30 |
Release discipline
92Excellent
How it's scored
| 27/27 | Ships releases — 5 releases published |
| 36/36 | Release recency — latest release 18 days ago |
| 19.8/27 | Release cadence — a release every ~119 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 5 |
| latest_release_tag | 4.0.0 |
| releases_from_tags | no |
| days_since_latest_release | 18 |
| mean_days_between_releases | 119 |
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?
61
Popularity & adoption
37At risk
How it's scored
| 25.4/60 | Stars — 38 stars |
| 8.7/25 | Forks — 12 forks |
| 2.7/15 | Watchers — 4 watchers |
Inputs used
| forks | 12 |
| stars | 38 |
| watchers | 4 |
| 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 (MIT) |
| 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)
55Moderate
How it's scored
| 44.1/80 | Monthly downloads — 2,033 downloads/month across npm |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | agent-swarm-kit |
| dependents | — |
| ecosystems | npm |
| total_downloads | — |
| monthly_downloads | 2,033 |
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?
63
Maintainer resilience (bus factor)
23Critical
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 100% of commits |
| 4.1/13.5 | Contributor breadth — 3 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 13 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.997 |
How it's scored
| 46.8/46.8 | Issue resolution — 100% of issues closed |
| 36.8/38.3 | PR acceptance — 52/54 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 52 |
| open_issues | 0 |
| closed_issues | 2 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 2 |
Ownership & stewardship
61Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 14/25 | Owner reach — 88 followers of tripolskypetr |
| 24.6/25 | Track record — 52 public repos, account ~10 yr old |
Inputs used
| followers | 88 |
| owner_type | User |
| is_verified | — |
| owner_login | tripolskypetr |
| public_repos | 52 |
| account_age_days | 3,730 |
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 npm |
| 35/35 | Publish recency — latest publish 5 days ago |
| 20/20 | Version history — 448 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | agent-swarm-kit |
| ecosystems | npm |
| any_deprecated | no |
| min_days_since_publish | 5 |
Engineering Quality
Are baseline engineering and documentation practices in place?
76
Engineering practices
60Moderate
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
100Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://agent-swarm.github.io/ |
| 10/10 | Repository description |
| 10/10 | Topics — 7 topics |
| 10/10 | Wiki |
Inputs used
| topics | gpt-4o, gpt4all, lm-studio, mistral, nvidia-nim, ollama, openai |
| has_wiki | yes |
| homepage | https://agent-swarm.github.io/ |
| 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?
36
Security posture
27Critical
Jurisdiction risk alert
High-risk jurisdiction exposure detected
4 contributor organization profilesRussiaSecurity and overall rating: At risk ceiling
Based on self-published public profile locations. This governance signal does not determine nationality, citizenship, intent, sanctions status, or individual trustworthiness.
How jurisdiction exposure is assessedHow 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 — no data |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 13 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 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 |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 2/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 152 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 3.6 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 75 |
| security_posture_after_multiplier | 27 |
| security_posture_before_jurisdiction | 36 |
Excluded from scoring (no data or not applicable): ci_tests, packaging, signed_releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 75% multiplier and gives Security posture an At risk ceiling of 49.
Dependency advisories
71Good
How it's scored
| 12.3/35 | Direct dependencies free of known advisories — 1 affected: lodash-es 4.17.21 (high 8.1) |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 33.3/40 | No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 183 days ago |
Inputs used
| source | osv |
| advisories | 3 |
| affected_packages | 1 |
| assessed_packages | 8 |
| unassessed_packages | 0 |
| affected_by_severity | high 1 |
| direct_affected_packages | 1 |
Matched the npm:agent-swarm-kit@6.0.0 runtime dependency closure — what installing the published package pulls in — 8 packages. 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.
38
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 0.5/40 | Legible commit history — 1 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.01 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — demo/binance-candle-chat/tsconfig.json, demo/client-server-chat/tsconfig.json, demo/cohere-finetune-wiki-chat/tsconfig.json, demo/cohere-token-rotate/tsconfig.json, demo/firebase-support-chat/tsconfig.json, demo/gemma-3n-genai/tsconfig.json, demo/hf-inference/tsconfig.json, demo/it-consulting-swarm/tsconfig.json, demo/langchain-stream/tsconfig.json, demo/mcp-weather-chat/server/tsconfig.json, demo/mcp-weather-chat/tsconfig.json, demo/nginx-balancer-chat/tsconfig.json, demo/outline-format-output/tsconfig.json, demo/redis-persist-chat/tsconfig.json, demo/repl-phone-seller/tsconfig.json, demo/stream-api-chat/tsconfig.json, demo/telegram-ollama-chat/tsconfig.json, demo/testbed-chat/tsconfig.json, demo/vllm-docker-cuda/tsconfig.json, demo/whisper-voice-chat/tsconfig.json, tsconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 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 |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | demo/binance-candle-chat/tsconfig.json, demo/client-server-chat/tsconfig.json, demo/cohere-finetune-wiki-chat/tsconfig.json, demo/cohere-token-rotate/tsconfig.json, demo/firebase-support-chat/tsconfig.json, demo/gemma-3n-genai/tsconfig.json, demo/hf-inference/tsconfig.json, demo/it-consulting-swarm/tsconfig.json, demo/langchain-stream/tsconfig.json, demo/mcp-weather-chat/server/tsconfig.json, demo/mcp-weather-chat/tsconfig.json, demo/nginx-balancer-chat/tsconfig.json, demo/outline-format-output/tsconfig.json, demo/redis-persist-chat/tsconfig.json, demo/repl-phone-seller/tsconfig.json, demo/stream-api-chat/tsconfig.json, demo/telegram-ollama-chat/tsconfig.json, demo/testbed-chat/tsconfig.json, demo/vllm-docker-cuda/tsconfig.json, demo/whisper-voice-chat/tsconfig.json, tsconfig.json |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — TypeScript (statically typed) |
| 54.7/55 | Manageable file sizes — 3/559 source files over 60KB |
Inputs used
| primary_language | TypeScript |
| largest_source_bytes | 731,899 |
| source_files_sampled | 559 |
| oversized_source_files | 3 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — example |
Inputs used
| example_dirs | example |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
38GitHub stars
3contributors
205commits, last 12 months
5days since last push
5releases
1bus factor
0open issues
npmpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
Star and fork history 0 ★ / 12 ⇿
0Stars
12Forks
5Releases
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.
Major 1Minor 0Patch 4
Each point covers 2 days.
OpenSSF Scorecard 3.6 / 10
3.6aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/a | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 13 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no 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 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 4 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 152 existing vulnerabilities detected |
Direct dependencies 6
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| npm | di-kit | ^1.1.1 | package.json |
| npm | di-scoped | ^1.0.21 | package.json |
| npm | functools-kit | ^5.0.0 | package.json |
| npm | get-moment-stamp | ^3.0.0 | package.json |
| npm | lodash-es | 4.17.21 | package.json |
| npm | xml2js | 0.6.2 | package.json |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Dependency advisories 1
Installing npm:agent-swarm-kit@6.0.0 pulls in 8 packages, direct and transitive: 1 carry known advisories, of which 1 are direct dependencies.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| lodash-es | 4.17.21 | direct | high | 3 | 4.18.0 |
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
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"source": {
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"owner": "tripolskypetr"
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"key": "overall",
"band": "at_risk",
"name": "Overall health",
"note": "High-Risk Jurisdiction Policy applies a 75% multiplier to weighted overall health and gives it an At risk ceiling of 49.",
"notes": [
{
"code": "jurisdiction_overall_adjustment",
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"cap": 49,
"pct": 75
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}
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"vitality": 88,
"community": 61,
"governance": 63,
"engineering": 76,
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"high_risk_jurisdiction_multiplier": 75,
"weighted_overall_before_jurisdiction": 66,
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"components": []
},
"categories": [
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"band": "excellent",
"name": "Vitality",
"value": 88,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 85,
"inputs": {
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"human_commit_share": 1,
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"active_weeks_last_year": 30
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"components": [
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"name": "Push recency",
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"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
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}
],
"max_points": 36
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{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "30/52 weeks with commits",
"points": 20.8,
"status": "partial",
"details": [
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"code": "commit_cadence_weeks",
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"weeks": 30
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}
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{
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}
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{
"key": "openssf_scorecard_maintained",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
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]
},
{
"key": "release_discipline",
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"notes": [
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"components": [
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},
{
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}
],
"value": 92,
"inputs": {
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"latest_release_tag": "4.0.0",
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"mean_days_between_releases": 119
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"components": [
{
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"detail": "5 releases published",
"points": 27,
"status": "met",
"details": [
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}
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"max_points": 27
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{
"key": "release_recency",
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"detail": "latest release 18 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 18
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}
],
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{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~119 days",
"points": 19.8,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 119
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}
],
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{
"key": "openssf_scorecard_signed_releases",
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"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
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"code": "no_data",
"params": {}
}
],
"max_points": 10
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]
},
{
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"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
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"unanswered_open_issues": null,
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"components": [
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"points": 100,
"status": "met",
"details": [
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"code": "abandonment_maintained",
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}
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"max_points": 100
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]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
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"name": "Community & Adoption",
"value": 61,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
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"note": null,
"notes": [],
"value": 37,
"inputs": {
"forks": 12,
"stars": 38,
"watchers": 4,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
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"components": [
{
"key": "stars",
"name": "Stars",
"detail": "38 stars",
"points": 25.4,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 38
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "12 forks",
"points": 8.7,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 12
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "4 watchers",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 4
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 55,
"inputs": {
"packages": [
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"dependents": null,
"ecosystems": "npm",
"total_downloads": null,
"monthly_downloads": 2033
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "2,033 downloads/month across npm",
"points": 44.1,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 2033,
"ecosystems": "npm"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 63,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 23,
"inputs": {
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"top_contributor_share": 0.997
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"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
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}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0.1,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"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 13 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 84,
"inputs": {
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"issue_closed_ratio": 1,
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"components": [
{
"key": "issue_resolution",
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"points": 46.8,
"status": "met",
"details": [
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"code": "issues_closed_share",
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}
],
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{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "52/54 decided PRs merged",
"points": 36.8,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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"decided": 54
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}
],
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{
"key": "openssf_scorecard_code_review",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
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"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 61,
"inputs": {
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"owner_type": "User",
"is_verified": null,
"owner_login": "tripolskypetr",
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"account_age_days": 3730
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"components": [
{
"key": "ownership_backing",
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"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
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}
],
"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": "88 followers of tripolskypetr",
"points": 14,
"status": "partial",
"details": [
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"code": "owner_followers",
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"login": "tripolskypetr"
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}
],
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{
"key": "track_record",
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"detail": "52 public repos, account ~10 yr old",
"points": 24.6,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 52
}
},
{
"code": "account_age_years",
"params": {
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}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
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"ecosystems": "npm",
"any_deprecated": false,
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"components": [
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"key": "published_resolvable",
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"detail": "1 package(s) on npm",
"points": 25,
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"code": "packages_published",
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"count": 1,
"ecosystems": "npm"
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}
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},
{
"key": "publish_recency",
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"detail": "latest publish 5 days ago",
"points": 35,
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"code": "publish_recency",
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"days": 5
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}
],
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{
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"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 448
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}
],
"max_points": 20
},
{
"key": "not_deprecated",
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"details": [
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"code": "package_not_deprecated",
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}
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]
}
],
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{
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"weight": 0.2,
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},
{
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"inputs": {
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"has_tests": true,
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"components": [
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"details": [
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"code": "ci_workflows",
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}
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{
"key": "tests_present",
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"points": 24,
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},
{
"key": "linter_config",
"name": "Linter config",
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{
"key": "pre_commit_hooks",
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{
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{
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"points": 0,
"status": "excluded",
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"code": "no_data",
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],
"max_points": 20
}
]
},
{
"key": "documentation",
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"notes": [],
"value": 100,
"inputs": {
"topics": [
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"components": [
{
"key": "readme",
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{
"key": "documentation_directory",
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{
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{
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"details": [],
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{
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"points": 10,
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],
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{
"key": "wiki",
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"status": "met",
"details": [],
"max_points": 10
}
]
}
],
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{
"key": "security",
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"weight": 0.16,
"metrics": [
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"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 75% multiplier to Security posture and gives it an At risk ceiling of 49.",
"notes": [
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"code": "excluded_no_data",
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},
{
"code": "weights_renormalized",
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{
"code": "jurisdiction_posture_adjustment",
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"pct": 75
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}
],
"value": 27,
"inputs": {
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"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 3.6,
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"security_posture_before_jurisdiction": 36
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"components": [
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"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "branch_protection",
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{
"key": "ci_tests",
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"status": "excluded",
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"code": "no_data",
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],
"max_points": 2.5
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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",
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},
{
"key": "code_review",
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{
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"points": 2.5,
"status": "met",
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},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"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": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 2,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "152 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "good",
"name": "Dependency advisories",
"note": "Matched the npm:agent-swarm-kit@6.0.0 runtime dependency closure — what installing the published package pulls in — 8 packages. Reachability is not analyzed.",
"notes": [
{
"code": "advisories_scope_published",
"params": {
"package": "npm:agent-swarm-kit@6.0.0",
"assessed": 8
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 71,
"inputs": {
"source": "osv",
"advisories": 3,
"affected_packages": 1,
"assessed_packages": 8,
"unassessed_packages": 0,
"affected_by_severity": "high 1",
"direct_affected_packages": 1
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "1 affected: lodash-es 4.17.21 (high 8.1)",
"points": 12.3,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 1,
"packages": "lodash-es 4.17.21 (high 8.1)"
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 183 days ago",
"points": 33.3,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 1,
"oldest": 183
}
}
],
"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": 8,
"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": "good",
"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": 75,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": true,
"exposures": [
{
"role": "contributor_organization",
"count": 4,
"country": "Russia"
}
],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 8
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "Russia: contributor_organization (4)",
"points": 75,
"status": "partial",
"details": [
{
"code": "jurisdiction_exposure",
"params": {
"role": "contributor_organization",
"count": 4,
"country": "Russia"
}
}
],
"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": 38,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.01,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "1 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 0.5,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 1,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 43,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"package-lock.json"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"demo/binance-candle-chat/tsconfig.json",
"demo/client-server-chat/tsconfig.json",
"demo/cohere-finetune-wiki-chat/tsconfig.json",
"demo/cohere-token-rotate/tsconfig.json",
"demo/firebase-support-chat/tsconfig.json",
"demo/gemma-3n-genai/tsconfig.json",
"demo/hf-inference/tsconfig.json",
"demo/it-consulting-swarm/tsconfig.json",
"demo/langchain-stream/tsconfig.json",
"demo/mcp-weather-chat/server/tsconfig.json",
"demo/mcp-weather-chat/tsconfig.json",
"demo/nginx-balancer-chat/tsconfig.json",
"demo/outline-format-output/tsconfig.json",
"demo/redis-persist-chat/tsconfig.json",
"demo/repl-phone-seller/tsconfig.json",
"demo/stream-api-chat/tsconfig.json",
"demo/telegram-ollama-chat/tsconfig.json",
"demo/testbed-chat/tsconfig.json",
"demo/vllm-docker-cuda/tsconfig.json",
"demo/whisper-voice-chat/tsconfig.json",
"tsconfig.json"
],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 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": "demo/binance-candle-chat/tsconfig.json, demo/client-server-chat/tsconfig.json, demo/cohere-finetune-wiki-chat/tsconfig.json, demo/cohere-token-rotate/tsconfig.json, demo/firebase-support-chat/tsconfig.json, demo/gemma-3n-genai/tsconfig.json, demo/hf-inference/tsconfig.json, demo/it-consulting-swarm/tsconfig.json, demo/langchain-stream/tsconfig.json, demo/mcp-weather-chat/server/tsconfig.json, demo/mcp-weather-chat/tsconfig.json, demo/nginx-balancer-chat/tsconfig.json, demo/outline-format-output/tsconfig.json, demo/redis-persist-chat/tsconfig.json, demo/repl-phone-seller/tsconfig.json, demo/stream-api-chat/tsconfig.json, demo/telegram-ollama-chat/tsconfig.json, demo/testbed-chat/tsconfig.json, demo/vllm-docker-cuda/tsconfig.json, demo/whisper-voice-chat/tsconfig.json, tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "demo/binance-candle-chat/tsconfig.json, demo/client-server-chat/tsconfig.json, demo/cohere-finetune-wiki-chat/tsconfig.json, demo/cohere-token-rotate/tsconfig.json, demo/firebase-support-chat/tsconfig.json, demo/gemma-3n-genai/tsconfig.json, demo/hf-inference/tsconfig.json, demo/it-consulting-swarm/tsconfig.json, demo/langchain-stream/tsconfig.json, demo/mcp-weather-chat/server/tsconfig.json, demo/mcp-weather-chat/tsconfig.json, demo/nginx-balancer-chat/tsconfig.json, demo/outline-format-output/tsconfig.json, demo/redis-persist-chat/tsconfig.json, demo/repl-phone-seller/tsconfig.json, demo/stream-api-chat/tsconfig.json, demo/telegram-ollama-chat/tsconfig.json, demo/testbed-chat/tsconfig.json, demo/vllm-docker-cuda/tsconfig.json, demo/whisper-voice-chat/tsconfig.json, tsconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "TypeScript",
"largest_source_bytes": 731899,
"source_files_sampled": 559,
"oversized_source_files": 3
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "TypeScript (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "TypeScript"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "3/559 source files over 60KB",
"points": 54.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 559,
"oversized": 3
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"example"
],
"has_mcp_signal": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "example",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "example"
}
}
],
"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": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-24T06:02:10.119558Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/tripolskypetr/agent-swarm-kit.svg",
"full_name": "tripolskypetr/agent-swarm-kit",
"license_state": "standard",
"license_spdx": "MIT"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — npm.