Public recordGood
Software health reportschema 0.9.0 · metrics 1.13.0 · 2026-07-13 15:46 UTC
joshuaswarren / remnic
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.
joshuaswarren/remnic holds a health index of 70 out of 100, placing it in the Good band. It scores highest on AI Readiness (89/100) and lowest on Security (55/100). It was last updated today. A single contributor accounts for most of its recent work.
70
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.
70
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
Joshua WarrenPersonal account
50 followers69 public repossince May 2011Independent / Creatuity Corp.
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
88
Development activity
80Good
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 15.9/36 | Commit cadence — 23/52 weeks with commits |
| 18/18 | Commit volume — 3,707 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 3,707 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 23 |
Release discipline
100Excellent
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 ~0.1 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | v9.6.7 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0.1 |
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?
59
Popularity & adoption
43At risk
How it's scored
| 32.9/60 | Stars — 107 stars |
| 9.8/25 | Forks — 16 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 16 |
| stars | 107 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
77Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | 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 | no |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
56
Maintainer resilience (bus factor)
30At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 4.7/22.5 | Commit distribution — top contributor authored 79% of commits |
| 13.5/13.5 | Contributor breadth — 10 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 10 |
| top_contributor_share | 0.789 |
How it's scored
| 46.4/46.8 | Issue resolution — 99% of issues closed |
| 37.5/38.3 | PR acceptance — 1,428/1,456 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/26 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 1,428 |
| open_issues | 3 |
| closed_issues | 392 |
| issue_closed_ratio | 0.992 |
| closed_unmerged_prs | 28 |
Ownership & stewardship
59Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 12.3/25 | Owner reach — 50 followers of joshuaswarren |
| 25/25 | Track record — 69 public repos, account ~15 yr old |
Inputs used
| followers | 50 |
| owner_type | User |
| is_verified | — |
| owner_login | joshuaswarren |
| public_repos | 69 |
| account_age_days | 5,524 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Engineering Quality
Are baseline engineering and documentation practices in place?
88
Engineering practices
90Excellent
How it's scored
| 24/24 | CI workflows — 18 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — biome.json, eslint.config.js |
| 0/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | yes |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
85Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 16 topics |
| 10/10 | Wiki |
Inputs used
| topics | agent-memory, ai-agent, ai-memory, conversational-ai, engram, hermes-plugin, knowledge-graph, llm, local-first, long-term-memory, markdown, memory-plugin, openai, openclaw, semantic-search, typescript |
| has_wiki | yes |
| 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?
55
Security posture
55Moderate
How it's scored
| 0/7.5 | Binary-Artifacts — binaries present in source code |
| 0.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 12 out of 12 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 0/26 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 30 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 |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | 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 |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5.5 |
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.
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.
89
Agent context & guidance
100Excellent
How it's scored
| 45/45 | Agent instructions — AGENTS.md, CLAUDE.md, src/AGENTS.md |
| 15/15 | Machine-readable docs (llms.txt) — llms.txt present |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | yes |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md, CLAUDE.md, src/AGENTS.md |
| agent_instruction_max_bytes | 100,373 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
88Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — biome.json, eslint.config.js |
| 11/11 | Static type checking — evals/tsconfig.json, packages/belief-ledger/tsconfig.json, packages/bench-ui/tsconfig.json, packages/bench/tsconfig.json, packages/coding-graph/tsconfig.json, packages/connector-bee/tsconfig.json, packages/connector-limitless/tsconfig.json, packages/connector-omi/tsconfig.json, packages/connector-weclone/tsconfig.json, packages/export-weclone/tsconfig.json, packages/hermes-provider/tsconfig.json, packages/import-chatgpt/tsconfig.json, packages/import-claude/tsconfig.json, packages/import-gemini/tsconfig.json, packages/import-lossless-claw/tsconfig.json, packages/import-mem0/tsconfig.json, packages/import-supermemory/tsconfig.json, packages/import-weclone/tsconfig.json, packages/plugin-openclaw/tsconfig.json, packages/plugin-pi/tsconfig.json, packages/remnic-cli/tsconfig.json, packages/remnic-core/tsconfig.json, packages/remnic-server/tsconfig.json, packages/shim-openclaw-engram/tsconfig.json, tsconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | package-lock.json, pnpm-lock.yaml |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | evals/tsconfig.json, packages/belief-ledger/tsconfig.json, packages/bench-ui/tsconfig.json, packages/bench/tsconfig.json, packages/coding-graph/tsconfig.json, packages/connector-bee/tsconfig.json, packages/connector-limitless/tsconfig.json, packages/connector-omi/tsconfig.json, packages/connector-weclone/tsconfig.json, packages/export-weclone/tsconfig.json, packages/hermes-provider/tsconfig.json, packages/import-chatgpt/tsconfig.json, packages/import-claude/tsconfig.json, packages/import-gemini/tsconfig.json, packages/import-lossless-claw/tsconfig.json, packages/import-mem0/tsconfig.json, packages/import-supermemory/tsconfig.json, packages/import-weclone/tsconfig.json, packages/plugin-openclaw/tsconfig.json, packages/plugin-pi/tsconfig.json, packages/remnic-cli/tsconfig.json, packages/remnic-core/tsconfig.json, packages/remnic-server/tsconfig.json, packages/shim-openclaw-engram/tsconfig.json, tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
Code legibility for models
98Excellent
How it's scored
| 45/45 | Type-checkable code — TypeScript (statically typed) |
| 53.3/55 | Manageable file sizes — 70/2,309 source files over 60KB |
Inputs used
| primary_language | TypeScript |
| largest_source_bytes | 487,994 |
| source_files_sampled | 2,309 |
| oversized_source_files | 70 |
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
107GitHub stars
10contributors
3,707commits, last 12 months
0days since last push
100releases
1bus factor
3open issues
npm, PyPIpackage ecosystems
More detail
OpenSSF Scorecard 5.5 / 10
5.5aggregate
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).
| 0 | Binary-Artifacts | binaries present in source code |
| 1 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 12 out of 12 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 0/26 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 30 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 |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
Direct dependencies 13
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| npm | @honcho-ai/sdk | ^2.0.0 | package.json |
| npm | @lancedb/lancedb | ^0.26.2 | package.json |
| npm | @node-rs/argon2 | ^2.0.2 | package.json |
| npm | @orama/orama | ^3.0.0 | package.json |
| npm | @orama/plugin-data-persistence | ^3.0.0 | package.json |
| npm | @remnic/core | workspace:^ | package.json |
| npm | @sinclair/typebox | ^0.34.0 | package.json |
| npm | apache-arrow | ^18.1.0 | package.json |
| npm | better-sqlite3 | ^12.6.2 | package.json |
| npm | meilisearch | ^0.46.0 | package.json |
| npm | node-gyp | ^12.3.0 | package.json |
| npm | openai | ^6.0.0 | package.json |
| npm | zod | ^3.24.0 | package.json |
Raw JSON report machine-readable
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"quality_signals": {
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"ci_workflows": [
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"changelog-guard.yml",
"check-unsticker.yml",
"ci.yml",
"codeql.yml",
"container.yml",
"dependency-review.yml",
"eval-benchmark-gate.yml",
"gitleaks.yml",
"hermes-python.yml",
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"security_signals": {
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"scorecard": {
"checks": [
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"reason": "binaries present in source code",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 1,
"reason": "branch protection is not maximal on development and all release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 3,
"reason": "project has 1 contributing companies or organizations -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
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"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"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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"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
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"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
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"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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{
"name": "SAST",
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"reason": "SAST tool is run on all commits",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
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"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 9,
"reason": "1 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "cadf4d89bda5cf86c22c498a6f8958cee9a774cf",
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"aggregate_score": 5.5,
"scorecard_version": "v5.5.0"
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"has_codeql_workflow": true,
"has_security_policy": true,
"has_dependabot_config": false
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},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/joshuaswarren/remnic",
"host": "github.com",
"name": "remnic",
"owner": "joshuaswarren"
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"metrics": {
"overall": {
"key": "overall",
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"note": null,
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"vitality": 88,
"community": 59,
"governance": 56,
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"components": []
},
"categories": [
{
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"band": "excellent",
"name": "Vitality",
"value": 88,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
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"name": "Development activity",
"note": null,
"notes": [],
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"inputs": {
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"human_commit_share": null,
"days_since_last_push": 0,
"active_weeks_last_year": 23
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"key": "push_recency",
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],
"max_points": 36
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{
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"code": "commit_cadence_weeks",
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"weeks": 23
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],
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{
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"key": "openssf_scorecard_maintained",
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{
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{
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{
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"key": "readme",
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{
"key": "license",
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"status": "met",
"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
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"max_points": 18
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{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
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},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
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{
"key": "pr_template",
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"points": 6.3,
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]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 56,
"weight": 0.24,
"metrics": [
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"key": "maintainer_resilience",
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"notes": [],
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
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}
],
"max_points": 54
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{
"key": "commit_distribution",
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"detail": "top contributor authored 79% of commits",
"points": 4.7,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
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}
],
"max_points": 22.5
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{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "10 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
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"inputs": {
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"issue_closed_ratio": 0.992,
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"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "99% of issues closed",
"points": 46.4,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
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}
],
"max_points": 46.75
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{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "1428/1456 decided PRs merged",
"points": 37.5,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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{
"key": "openssf_scorecard_code_review",
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"points": 0,
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]
},
{
"key": "stewardship",
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"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
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},
{
"code": "weights_renormalized",
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],
"value": 59,
"inputs": {
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"account_age_days": 5524
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"components": [
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"status": "partial",
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"code": "owner_personal",
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],
"max_points": 30
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
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{
"code": "not_applicable_to_user_accounts",
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],
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{
"key": "owner_reach",
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"detail": "50 followers of joshuaswarren",
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"code": "owner_followers",
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],
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{
"key": "track_record",
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"points": 25,
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"code": "public_repos",
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},
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}
],
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{
"key": "engineering",
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"weight": 0.2,
"metrics": [
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"key": "engineering_practices",
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"notes": [],
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"components": [
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"key": "ci_workflows",
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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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{
"key": "linter_config",
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],
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{
"key": "pre_commit_hooks",
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{
"key": "editorconfig",
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{
"key": "openssf_scorecard_ci_tests",
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]
},
{
"key": "documentation",
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"notes": [],
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"inputs": {
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"key": "wiki",
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],
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{
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{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
"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": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/26 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"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": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 30 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 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 run on all commits",
"points": 5,
"status": "met",
"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": "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": "1 existing vulnerabilities detected",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 4
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "excellent",
"name": "AI Readiness",
"value": 89,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"has_llms_txt": true,
"legible_history_share": null,
"agent_instruction_files": [
"AGENTS.md",
"CLAUDE.md",
"src/AGENTS.md"
],
"agent_instruction_max_bytes": 100373
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md, CLAUDE.md, src/AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md, CLAUDE.md, src/AGENTS.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": "llms.txt present",
"points": 15,
"status": "met",
"details": [
{
"code": "llms_txt_present",
"params": {}
}
],
"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": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 88,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"package-lock.json",
"pnpm-lock.yaml"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"evals/tsconfig.json",
"packages/belief-ledger/tsconfig.json",
"packages/bench-ui/tsconfig.json",
"packages/bench/tsconfig.json",
"packages/coding-graph/tsconfig.json",
"packages/connector-bee/tsconfig.json",
"packages/connector-limitless/tsconfig.json",
"packages/connector-omi/tsconfig.json",
"packages/connector-weclone/tsconfig.json",
"packages/export-weclone/tsconfig.json",
"packages/hermes-provider/tsconfig.json",
"packages/import-chatgpt/tsconfig.json",
"packages/import-claude/tsconfig.json",
"packages/import-gemini/tsconfig.json",
"packages/import-lossless-claw/tsconfig.json",
"packages/import-mem0/tsconfig.json",
"packages/import-supermemory/tsconfig.json",
"packages/import-weclone/tsconfig.json",
"packages/plugin-openclaw/tsconfig.json",
"packages/plugin-pi/tsconfig.json",
"packages/remnic-cli/tsconfig.json",
"packages/remnic-core/tsconfig.json",
"packages/remnic-server/tsconfig.json",
"packages/shim-openclaw-engram/tsconfig.json",
"tsconfig.json"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"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": "biome.json, eslint.config.js",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "biome.json, eslint.config.js"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "evals/tsconfig.json, packages/belief-ledger/tsconfig.json, packages/bench-ui/tsconfig.json, packages/bench/tsconfig.json, packages/coding-graph/tsconfig.json, packages/connector-bee/tsconfig.json, packages/connector-limitless/tsconfig.json, packages/connector-omi/tsconfig.json, packages/connector-weclone/tsconfig.json, packages/export-weclone/tsconfig.json, packages/hermes-provider/tsconfig.json, packages/import-chatgpt/tsconfig.json, packages/import-claude/tsconfig.json, packages/import-gemini/tsconfig.json, packages/import-lossless-claw/tsconfig.json, packages/import-mem0/tsconfig.json, packages/import-supermemory/tsconfig.json, packages/import-weclone/tsconfig.json, packages/plugin-openclaw/tsconfig.json, packages/plugin-pi/tsconfig.json, packages/remnic-cli/tsconfig.json, packages/remnic-core/tsconfig.json, packages/remnic-server/tsconfig.json, packages/shim-openclaw-engram/tsconfig.json, tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "evals/tsconfig.json, packages/belief-ledger/tsconfig.json, packages/bench-ui/tsconfig.json, packages/bench/tsconfig.json, packages/coding-graph/tsconfig.json, packages/connector-bee/tsconfig.json, packages/connector-limitless/tsconfig.json, packages/connector-omi/tsconfig.json, packages/connector-weclone/tsconfig.json, packages/export-weclone/tsconfig.json, packages/hermes-provider/tsconfig.json, packages/import-chatgpt/tsconfig.json, packages/import-claude/tsconfig.json, packages/import-gemini/tsconfig.json, packages/import-lossless-claw/tsconfig.json, packages/import-mem0/tsconfig.json, packages/import-supermemory/tsconfig.json, packages/import-weclone/tsconfig.json, packages/plugin-openclaw/tsconfig.json, packages/plugin-pi/tsconfig.json, packages/remnic-cli/tsconfig.json, packages/remnic-core/tsconfig.json, packages/remnic-server/tsconfig.json, packages/shim-openclaw-engram/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 data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 98,
"inputs": {
"primary_language": "TypeScript",
"largest_source_bytes": 487994,
"source_files_sampled": 2309,
"oversized_source_files": 70
},
"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": "70/2309 source files over 60KB",
"points": 53.3,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 2309,
"oversized": 70
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"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": [],
"report_type": "repository",
"generated_at": "2026-07-13T15:46:44.347943Z",
"schema_version": "0.9.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/joshuaswarren/remnic.svg",
"full_name": "joshuaswarren/remnic",
"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 v0.9.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.