Public recordGood
Software health reportschema 0.27.0 · metrics 2.3.1 · 2026-07-25 05:03 UTC
JinNing6 / Noosphere
The live network for high-quality Agent Skills — discover the latest verified versions, publish your own, and communicate agent-to-agent via MCP.
JinNing6/Noosphere holds a health index of 73 out of 100, placing it in the Good band. It scores highest on Vitality (87/100) and lowest on Community & Adoption (45/100). It was last updated 3 days ago. A single contributor accounts for most of its recent work.
73
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
73
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
The weighted overall 64 is calibrated to 73 on the published index scale (record calibration 2026-08-02).
Ownership
JinQianPersonal account
2 followers19 public repossince Jun 2023Chinese Academy of Sciences
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | noosphere-mcp | 0.9.0 | 1,195 | 22 | 4 days ago | ai-agentconsciousnessgithubmcpmodel-context-protocolnoosphere |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
87
Development activity
78Good
How it's scored
| 36/36 | Push recency — last push 3 days ago |
| 13.8/36 | Commit cadence — 20/52 weeks with commits |
| 18/18 | Commit volume — 281 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 281 |
| human_commit_share | 0.93 |
| days_since_last_push | 3 |
| active_weeks_last_year | 20 |
Release discipline
100Exceptional
How it's scored
| 27/27 | Ships releases — 6 releases published |
| 36/36 | Release recency — latest release 4 days ago |
| 27/27 | Release cadence — a release every ~24.4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 6 |
| latest_release_tag | v0.9.0 |
| releases_from_tags | no |
| days_since_latest_release | 4 |
| mean_days_between_releases | 24.4 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
45
Popularity & adoption
20At Risk
How it's scored
| 20/60 | Stars — 18 stars |
| 0/25 | Forks — 2 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 2 |
| stars | 18 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
70Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | — |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | — |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
51Moderate
How it's scored
| 41/80 | Monthly downloads — 1,195 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | noosphere-mcp |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 1,195 |
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?
47
Maintainer resilience (bus factor)
13Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Issue & PR responsiveness
58Moderate
How it's scored
| 22.8/42 | Issue resolution — 54% of issues closed |
| 27.9/30 | PR acceptance — 27/29 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/21 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 27 |
| open_issues | 16 |
| closed_issues | 19 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.543 |
| closed_unmerged_prs | 2 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
Ownership & stewardship
36Weak
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 3.4/25 | Owner reach — 2 followers of JinNing6 |
| 15.7/25 | Track record — 19 public repos, account ~3 yr old |
Inputs used
| followers | 2 |
| owner_type | User |
| is_verified | — |
| owner_login | JinNing6 |
| public_repos | 19 |
| account_age_days | 1,131 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Exceptional
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 4 days ago |
| 20/20 | Version history — 22 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | noosphere-mcp |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 4 |
Engineering Quality
Are baseline engineering and documentation practices in place?
84
Engineering practices
84Excellent
How it's scored
| 24/24 | CI workflows — 17 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — eslint.config.js, ruff.toml |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 19 out of 19 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | 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 — 17 topics |
| 10/10 | Wiki |
Inputs used
| topics | agent-memory, agent-skills, ai-agents, claude-code, cline, codex, coding-agents, cursor, debugging, developer-tools, dynamic-skills, mcp, model-context-protocol, python, shared-memory, skill-registry, windsurf |
| 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?
52
Security posture
40Weak
How it's scored
| 3.8/7.5 | Binary-Artifacts — binaries present in source code |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 19 out of 19 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 0/21 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 |
| 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 13 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 3.9 |
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.
Dependency advisories
100Exceptional
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 29 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:noosphere-mcp@0.9.0 runtime dependency closure — what installing the published package pulls in — 29 packages. Reachability is not analyzed.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
66
Agent context & guidance
76Good
How it's scored
| 45/45 | Agent instructions — .github/copilot-instructions.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 31/40 | Legible commit history — 54 of 93 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.581 |
| agent_instruction_files | .github/copilot-instructions.md |
| agent_instruction_max_bytes | 3,706 |
Verify loop (build / test / typecheck)
55Moderate
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — eslint.config.js, ruff.toml |
| 11/11 | Static type checking — frontend/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 |
| 1/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | package-lock.json |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | frontend/tsconfig.json |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
81Excellent
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (frontend/tsconfig.json) |
| 54.3/55 | Manageable file sizes — 2/162 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 312,716 |
| source_files_sampled | 162 |
| oversized_source_files | 2 |
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
18GitHub stars
1contributors
281commits, last 12 months
3days since last push
6releases
1bus factor
16open issues
npm, PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 2 ⇿
0Stars
2Forks
6Releases
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 0Minor 2Patch 3
OpenSSF Scorecard 3.9 / 10
3.9aggregate
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).
| 5 | Binary-Artifacts | binaries present in source code |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 19 out of 19 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 0/21 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 |
| 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 13 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Direct dependencies 15
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| npm | @octokit/rest | ^21.0.0 | badge/package.json |
| npm | @react-three/drei | ^10.7.7 | frontend/package.json |
| npm | @react-three/fiber | ^9.5.0 | frontend/package.json |
| npm | @react-three/postprocessing | ^3.0.4 | frontend/package.json |
| npm | @types/three | ^0.183.1 | frontend/package.json |
| npm | d3-hierarchy | ^3.1.2 | frontend/package.json |
| npm | i18next | ^25.8.18 | frontend/package.json |
| npm | i18next-browser-languagedetector | ^8.2.1 | frontend/package.json |
| npm | lucide-react | ^1.24.0 | frontend/package.json |
| npm | react | ^19.2.0 | frontend/package.json |
| npm | react-dom | ^19.2.0 | frontend/package.json |
| npm | react-i18next | ^16.5.8 | frontend/package.json |
| npm | three | ^0.183.2 | frontend/package.json |
| PyPI | mcp | >=1.27,<2 | sdk/pyproject.toml |
| PyPI | httpx | >=0.28.0 | sdk/pyproject.toml |
All dependencies 281
Full resolved dependency set from the GitHub dependency graph: 16 direct and 265 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| npm | @octokit/rest | ^21.0.0 | direct |
| npm | @react-three/drei | 10.7.7 | direct |
| npm | @react-three/fiber | 9.5.0 | direct |
| npm | @react-three/postprocessing | 3.0.4 | direct |
| npm | @types/three | 0.183.1 | direct |
| npm | d3-hierarchy | 3.1.2 | direct |
| npm | i18next | 25.8.18 | direct |
| npm | i18next-browser-languagedetector | 8.2.1 | direct |
| npm | lucide-react | 1.24.0 | direct |
| npm | react | 19.2.4 | direct |
| npm | react-dom | 19.2.4 | direct |
| npm | react-i18next | 16.5.8 | direct |
| npm | three | 0.170.0 | direct |
| npm | three | 0.183.2 | direct |
| PyPI | httpx | — | direct |
| PyPI | mcp | — | direct |
| npm | @babel/code-frame | 7.29.7 | indirect |
| npm | @babel/compat-data | 7.29.7 | indirect |
| npm | @babel/core | 7.29.7 | indirect |
| npm | @babel/generator | 7.29.7 | indirect |
| npm | @babel/helper-compilation-targets | 7.29.7 | indirect |
| npm | @babel/helper-globals | 7.29.7 | indirect |
| npm | @babel/helper-module-imports | 7.29.7 | indirect |
| npm | @babel/helper-module-transforms | 7.29.7 | indirect |
| npm | @babel/helper-string-parser | 7.29.7 | indirect |
| npm | @babel/helper-validator-identifier | 7.29.7 | indirect |
| npm | @babel/helper-validator-option | 7.29.7 | indirect |
| npm | @babel/helpers | 7.29.7 | indirect |
| npm | @babel/parser | 7.29.7 | indirect |
| npm | @babel/runtime | 7.28.6 | indirect |
| npm | @babel/template | 7.29.7 | indirect |
| npm | @babel/traverse | 7.29.7 | indirect |
| npm | @babel/types | 7.29.7 | indirect |
| npm | @dimforge/rapier3d-compat | 0.12.0 | indirect |
| npm | @emnapi/core | 1.11.1 | indirect |
| npm | @emnapi/runtime | 1.11.1 | indirect |
| npm | @emnapi/wasi-threads | 1.2.2 | indirect |
| npm | @eslint-community/eslint-utils | 4.9.1 | indirect |
| npm | @eslint-community/regexpp | 4.12.2 | indirect |
| npm | @eslint/config-array | 0.21.2 | indirect |
| npm | @eslint/config-helpers | 0.4.2 | indirect |
| npm | @eslint/core | 0.17.0 | indirect |
| npm | @eslint/eslintrc | 3.3.5 | indirect |
| npm | @eslint/js | 9.39.4 | indirect |
| npm | @eslint/object-schema | 2.1.7 | indirect |
| npm | @eslint/plugin-kit | 0.4.1 | indirect |
| npm | @humanfs/core | 0.19.1 | indirect |
| npm | @humanfs/node | 0.16.7 | indirect |
| npm | @humanwhocodes/module-importer | 1.0.1 | indirect |
| npm | @humanwhocodes/retry | 0.4.3 | indirect |
| npm | @jridgewell/gen-mapping | 0.3.13 | indirect |
| npm | @jridgewell/remapping | 2.3.5 | indirect |
| npm | @jridgewell/resolve-uri | 3.1.2 | indirect |
| npm | @jridgewell/sourcemap-codec | 1.5.5 | indirect |
| npm | @jridgewell/trace-mapping | 0.3.31 | indirect |
| npm | @mediapipe/tasks-vision | 0.10.17 | indirect |
| npm | @monogrid/gainmap-js | 3.4.0 | indirect |
| npm | @napi-rs/wasm-runtime | 1.1.6 | indirect |
| npm | @oxc-project/types | 0.139.0 | indirect |
| npm | @rolldown/binding-android-arm64 | 1.1.5 | indirect |
| npm | @rolldown/binding-darwin-arm64 | 1.1.5 | indirect |
| npm | @rolldown/binding-darwin-x64 | 1.1.5 | indirect |
| npm | @rolldown/binding-freebsd-x64 | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-arm-gnueabihf | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-arm64-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-arm64-musl | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-ppc64-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-s390x-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-x64-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-x64-musl | 1.1.5 | indirect |
| npm | @rolldown/binding-openharmony-arm64 | 1.1.5 | indirect |
| npm | @rolldown/binding-wasm32-wasi | 1.1.5 | indirect |
| npm | @rolldown/binding-win32-arm64-msvc | 1.1.5 | indirect |
| npm | @rolldown/binding-win32-x64-msvc | 1.1.5 | indirect |
| npm | @rolldown/pluginutils | 1.0.1 | indirect |
| npm | @tweenjs/tween.js | 23.1.3 | indirect |
| npm | @tybys/wasm-util | 0.10.3 | indirect |
| npm | @types/d3-hierarchy | 3.1.7 | indirect |
| npm | @types/draco3d | 1.4.10 | indirect |
| npm | @types/estree | 1.0.8 | indirect |
| npm | @types/json-schema | 7.0.15 | indirect |
| npm | @types/node | 24.12.0 | indirect |
| npm | @types/offscreencanvas | 2019.7.3 | indirect |
| npm | @types/react | 19.2.14 | indirect |
| npm | @types/react-dom | 19.2.3 | indirect |
| npm | @types/react-reconciler | 0.28.9 | indirect |
| npm | @types/stats.js | 0.17.4 | indirect |
| npm | @types/webxr | 0.5.24 | indirect |
| npm | @typescript-eslint/eslint-plugin | 8.57.0 | indirect |
| npm | @typescript-eslint/parser | 8.57.0 | indirect |
| npm | @typescript-eslint/project-service | 8.57.0 | indirect |
| npm | @typescript-eslint/scope-manager | 8.57.0 | indirect |
| npm | @typescript-eslint/tsconfig-utils | 8.57.0 | indirect |
| npm | @typescript-eslint/type-utils | 8.57.0 | indirect |
| npm | @typescript-eslint/types | 8.57.0 | indirect |
| npm | @typescript-eslint/typescript-estree | 8.57.0 | indirect |
| npm | @typescript-eslint/utils | 8.57.0 | indirect |
| npm | @typescript-eslint/visitor-keys | 8.57.0 | indirect |
| npm | @use-gesture/core | 10.3.1 | indirect |
| npm | @use-gesture/react | 10.3.1 | indirect |
| npm | @vitejs/plugin-react | 6.0.3 | indirect |
| npm | @webgpu/types | 0.1.69 | indirect |
| npm | acorn | 8.16.0 | indirect |
| npm | acorn-jsx | 5.3.2 | indirect |
| npm | ajv | 6.14.0 | indirect |
| npm | ansi-styles | 4.3.0 | indirect |
| npm | argparse | 2.0.1 | indirect |
| npm | balanced-match | 1.0.2 | indirect |
| npm | balanced-match | 4.0.4 | indirect |
| npm | base64-js | 1.5.1 | indirect |
| npm | baseline-browser-mapping | 2.10.43 | indirect |
| npm | bidi-js | 1.0.3 | indirect |
| npm | brace-expansion | 1.1.15 | indirect |
| npm | brace-expansion | 5.0.6 | indirect |
| npm | browserslist | 4.28.6 | indirect |
| npm | buffer | 6.0.3 | indirect |
| npm | callsites | 3.1.0 | indirect |
| npm | camera-controls | 3.1.2 | indirect |
| npm | caniuse-lite | 1.0.30001805 | indirect |
| npm | chalk | 4.1.2 | indirect |
| npm | color-convert | 2.0.1 | indirect |
| npm | color-name | 1.1.4 | indirect |
| npm | concat-map | 0.0.1 | indirect |
| npm | convert-source-map | 2.0.0 | indirect |
| npm | cross-env | 7.0.3 | indirect |
| npm | cross-spawn | 7.0.6 | indirect |
| npm | csstype | 3.2.3 | indirect |
| npm | debug | 4.4.3 | indirect |
| npm | deep-is | 0.1.4 | indirect |
| npm | detect-gpu | 5.0.70 | indirect |
| npm | detect-libc | 2.1.2 | indirect |
| npm | draco3d | 1.5.7 | indirect |
| npm | electron-to-chromium | 1.5.391 | indirect |
| npm | escalade | 3.2.0 | indirect |
| npm | escape-string-regexp | 4.0.0 | indirect |
| npm | eslint | 9.39.4 | indirect |
| npm | eslint-plugin-react-hooks | 7.0.1 | indirect |
| npm | eslint-plugin-react-refresh | 0.4.26 | indirect |
| npm | eslint-scope | 8.4.0 | indirect |
| npm | eslint-visitor-keys | 3.4.3 | indirect |
| npm | eslint-visitor-keys | 4.2.1 | indirect |
| npm | eslint-visitor-keys | 5.0.1 | indirect |
| npm | espree | 10.4.0 | indirect |
| npm | esquery | 1.7.0 | indirect |
| npm | esrecurse | 4.3.0 | indirect |
| npm | estraverse | 5.3.0 | indirect |
| npm | esutils | 2.0.3 | indirect |
| npm | fast-deep-equal | 3.1.3 | indirect |
| npm | fast-json-stable-stringify | 2.1.0 | indirect |
| npm | fast-levenshtein | 2.0.6 | indirect |
| npm | fdir | 6.5.0 | indirect |
| npm | fflate | 0.6.10 | indirect |
| npm | fflate | 0.8.2 | indirect |
| npm | file-entry-cache | 8.0.0 | indirect |
| npm | find-up | 5.0.0 | indirect |
| npm | flat-cache | 4.0.1 | indirect |
| npm | flatted | 3.4.2 | indirect |
| npm | fsevents | 2.3.3 | indirect |
| npm | gensync | 1.0.0-beta.2 | indirect |
| npm | glob-parent | 6.0.2 | indirect |
| npm | globals | 14.0.0 | indirect |
| npm | globals | 16.5.0 | indirect |
| npm | glsl-noise | 0.0.0 | indirect |
| npm | has-flag | 4.0.0 | indirect |
| npm | hermes-estree | 0.25.1 | indirect |
| npm | hermes-parser | 0.25.1 | indirect |
| npm | hls.js | 1.6.15 | indirect |
| npm | html-parse-stringify | 3.0.1 | indirect |
| npm | ieee754 | 1.2.1 | indirect |
| npm | ignore | 5.3.2 | indirect |
| npm | ignore | 7.0.5 | indirect |
| npm | immediate | 3.0.6 | indirect |
| npm | import-fresh | 3.3.1 | indirect |
| npm | imurmurhash | 0.1.4 | indirect |
| npm | is-extglob | 2.1.1 | indirect |
| npm | is-glob | 4.0.3 | indirect |
| npm | is-promise | 2.2.2 | indirect |
| npm | isexe | 2.0.0 | indirect |
| npm | its-fine | 2.0.0 | indirect |
| npm | js-tokens | 4.0.0 | indirect |
| npm | js-yaml | 4.3.0 | indirect |
| npm | jsesc | 3.1.0 | indirect |
| npm | json-buffer | 3.0.1 | indirect |
| npm | json-schema-traverse | 0.4.1 | indirect |
| npm | json-stable-stringify-without-jsonify | 1.0.1 | indirect |
| npm | json5 | 2.2.3 | indirect |
| npm | keyv | 4.5.4 | indirect |
| npm | levn | 0.4.1 | indirect |
| npm | lie | 3.3.0 | indirect |
| npm | lightningcss | 1.32.0 | indirect |
| npm | lightningcss-android-arm64 | 1.32.0 | indirect |
| npm | lightningcss-darwin-arm64 | 1.32.0 | indirect |
| npm | lightningcss-darwin-x64 | 1.32.0 | indirect |
| npm | lightningcss-freebsd-x64 | 1.32.0 | indirect |
| npm | lightningcss-linux-arm-gnueabihf | 1.32.0 | indirect |
| npm | lightningcss-linux-arm64-gnu | 1.32.0 | indirect |
| npm | lightningcss-linux-arm64-musl | 1.32.0 | indirect |
| npm | lightningcss-linux-x64-gnu | 1.32.0 | indirect |
| npm | lightningcss-linux-x64-musl | 1.32.0 | indirect |
| npm | lightningcss-win32-arm64-msvc | 1.32.0 | indirect |
| npm | lightningcss-win32-x64-msvc | 1.32.0 | indirect |
| npm | locate-path | 6.0.0 | indirect |
| npm | lodash.merge | 4.6.2 | indirect |
| npm | lru-cache | 5.1.1 | indirect |
| npm | maath | 0.10.8 | indirect |
| npm | maath | 0.6.0 | indirect |
| npm | meshline | 3.3.1 | indirect |
| npm | meshoptimizer | 1.0.1 | indirect |
| npm | minimatch | 10.2.4 | indirect |
| npm | minimatch | 3.1.5 | indirect |
| npm | ms | 2.1.3 | indirect |
| npm | n8ao | 1.10.1 | indirect |
| npm | nanoid | 3.3.16 | indirect |
| npm | natural-compare | 1.4.0 | indirect |
| npm | node-releases | 2.0.51 | indirect |
| npm | optionator | 0.9.4 | indirect |
| npm | p-limit | 3.1.0 | indirect |
| npm | p-locate | 5.0.0 | indirect |
| npm | parent-module | 1.0.1 | indirect |
| npm | path-exists | 4.0.0 | indirect |
| npm | path-key | 3.1.1 | indirect |
| npm | picocolors | 1.1.1 | indirect |
| npm | picomatch | 4.0.5 | indirect |
| npm | postcss | 8.5.19 | indirect |
| npm | postprocessing | 6.38.3 | indirect |
| npm | potpack | 1.0.2 | indirect |
| npm | prelude-ls | 1.2.1 | indirect |
| npm | promise-worker-transferable | 1.0.4 | indirect |
| npm | punycode | 2.3.1 | indirect |
| npm | react-use-measure | 2.1.7 | indirect |
| npm | require-from-string | 2.0.2 | indirect |
| npm | resolve-from | 4.0.0 | indirect |
| npm | rolldown | 1.1.5 | indirect |
| npm | scheduler | 0.27.0 | indirect |
| npm | semver | 6.3.1 | indirect |
| npm | semver | 7.7.4 | indirect |
| npm | shebang-command | 2.0.0 | indirect |
| npm | shebang-regex | 3.0.0 | indirect |
| npm | source-map-js | 1.2.1 | indirect |
| npm | stats-gl | 2.4.2 | indirect |
| npm | stats.js | 0.17.0 | indirect |
| npm | strip-json-comments | 3.1.1 | indirect |
| npm | supports-color | 7.2.0 | indirect |
| npm | suspend-react | 0.1.3 | indirect |
| npm | three-mesh-bvh | 0.8.3 | indirect |
| npm | three-stdlib | 2.36.1 | indirect |
| npm | tinyglobby | 0.2.17 | indirect |
| npm | troika-three-text | 0.52.4 | indirect |
| npm | troika-three-utils | 0.52.4 | indirect |
| npm | troika-worker-utils | 0.52.0 | indirect |
| npm | ts-api-utils | 2.4.0 | indirect |
| npm | tslib | 2.8.1 | indirect |
| npm | tunnel-rat | 0.1.2 | indirect |
| npm | type-check | 0.4.0 | indirect |
| npm | typescript | 5.9.3 | indirect |
| npm | typescript-eslint | 8.57.0 | indirect |
| npm | undici-types | 7.16.0 | indirect |
| npm | update-browserslist-db | 1.2.3 | indirect |
| npm | uri-js | 4.4.1 | indirect |
| npm | use-sync-external-store | 1.6.0 | indirect |
| npm | utility-types | 3.11.0 | indirect |
| npm | vite | 8.1.4 | indirect |
| npm | void-elements | 3.1.0 | indirect |
| npm | webgl-constants | 1.1.1 | indirect |
| npm | webgl-sdf-generator | 1.1.1 | indirect |
| npm | which | 2.0.2 | indirect |
| npm | word-wrap | 1.2.5 | indirect |
| npm | yallist | 3.1.1 | indirect |
| npm | yocto-queue | 0.1.0 | indirect |
| npm | zod | 4.3.6 | indirect |
| npm | zod-validation-error | 4.0.2 | indirect |
| npm | zustand | 4.5.7 | indirect |
| npm | zustand | 5.0.11 | indirect |
| PyPI | build | — | indirect |
| PyPI | numpy | — | indirect |
| PyPI | pytest | — | indirect |
| PyPI | pytest-asyncio | — | indirect |
| PyPI | pytest-timeout | — | indirect |
| PyPI | respx | — | indirect |
| PyPI | ruff | — | indirect |
| PyPI | sentence-transformers | — | indirect |
Dependency advisories 0
Installing pypi:noosphere-mcp@0.9.0 pulls in 29 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"agent-memory",
"agent-skills",
"ai-agents",
"claude-code",
"cline",
"codex",
"coding-agents",
"cursor",
"debugging",
"developer-tools",
"dynamic-skills",
"mcp",
"model-context-protocol",
"python",
"shared-memory",
"skill-registry",
"windsurf"
],
"is_fork": false,
"size_kb": 149472,
"has_wiki": true,
"homepage": null,
"languages": {
"CSS": 58073,
"HTML": 23484,
"Python": 903401,
"Dockerfile": 737,
"JavaScript": 88369,
"PowerShell": 13896,
"TypeScript": 397307
},
"pushed_at": "2026-07-21T08:49:23Z",
"created_at": "2026-03-11T06:30:53Z",
"owner_type": "User",
"updated_at": "2026-07-21T08:50:46Z",
"description": "The live network for high-quality Agent Skills — discover the latest verified versions, publish your own, and communicate agent-to-agent via MCP.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python",
"TypeScript"
]
},
"owner": {
"blog": "https://jinning6.github.io/Noosphere/",
"name": "JinQian",
"type": "User",
"login": "JinNing6",
"company": "Chinese Academy of Sciences",
"location": "Beijing, China",
"followers": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/137138055?v=4",
"created_at": "2023-06-20T03:52:55Z",
"is_verified": null,
"public_repos": 19,
"account_age_days": 1131
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2026-07-20T07:16:06Z"
},
{
"tag": "v0.8.3",
"kind": "patch",
"published_at": "2026-07-17T07:01:28Z"
},
{
"tag": "v0.8.2",
"kind": "patch",
"published_at": "2026-07-16T07:12:56Z"
},
{
"tag": "v0.8.1",
"kind": "patch",
"published_at": "2026-07-16T06:38:54Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2026-07-16T05:55:47Z"
},
{
"tag": "image-consciousness",
"kind": "other",
"published_at": "2026-03-20T09:32:19Z"
}
],
"recent_commits": [
{
"oid": "8f862ca4fdf0da101e536a233c699de1b922e6e2",
"body": null,
"is_bot": false,
"headline": "docs: record first synchronized distribution proof (#63)",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-21T08:49:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "62780cee0d2e2a5af42ecd712033fba9a3d85f38",
"body": null,
"is_bot": false,
"headline": "docs: establish synchronized distribution loop (#60)",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-21T08:36:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d5bf580f5893f68d4b83e9c8a1587ccd72de6dc",
"body": "Related to #51.",
"is_bot": false,
"headline": "docs: record upstream runtime fix PRs (#59)",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-21T07:46:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9cdbcf4c24d3c6820fe782368ad2747708038b1e",
"body": null,
"is_bot": false,
"headline": "docs: record first public skill outcome (#58)",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-21T06:41:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "629dfedc78ec35a9592f2e3dc1b810c7df18546a",
"body": null,
"is_bot": false,
"headline": "Record shared Skill outcome okflint-0.3.0-to-0.3.1-20260721",
"author_name": "Noosphere Bot",
"author_login": null,
"committed_at": "2026-07-21T06:31:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fe156d4664e516a07a745c0e41273f11da67917f",
"body": null,
"is_bot": false,
"headline": "docs: prepare v0.9.0 concentrated launch (#56)",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-20T08:56:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "71947ae1016a100f40ba525976151d3e244a6e50",
"body": "docs: record v0.9.0 public release",
"is_bot": false,
"headline": "Merge pull request #55 from JinNing6/codex/record-v090-release",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-20T07:40:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "97f1cfc572a9c09ec5922c2ff399f9b44a90df7c",
"body": null,
"is_bot": false,
"headline": "docs: record v0.9.0 public release",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-20T07:22:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "079177057f4a8458c07aac6827ef2b585475c221",
"body": "…trap\n\nfeat: activate live skills automatically",
"is_bot": false,
"headline": "Merge pull request #54 from JinNing6/codex/automatic-live-skill-boots…",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-20T07:08:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "05b266ab7e5adf9ffd49e30916ec44de94b9bc3e",
"body": null,
"is_bot": false,
"headline": "docs: record automatic bootstrap verification",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-20T07:04:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e50367e8e6eafb2dc1ec764b8e9417eddf20aff",
"body": null,
"is_bot": false,
"headline": "feat: activate live skills automatically",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-20T07:00:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2d50d6bf579a2296b63e8aa3a09ae83eae69404b",
"body": null,
"is_bot": false,
"headline": "chore: align launch metadata with v0.8.3 (#53)",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-20T05:49:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ca711b42831f660ee69caa3590a3ffbaa74f8e0d",
"body": null,
"is_bot": true,
"headline": "docs: 🌌 auto-update contributor rankings [skip ci]",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-20T01:59:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8a53505189761e5d95e7b20a1a87b12d6f64cbf",
"body": null,
"is_bot": false,
"headline": "docs: record first external proof sprint case (#52)",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-17T07:47:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2fe1cef86f4c431a89d3ec62381abeeff5b5c7d4",
"body": "Record the public Living Skill release",
"is_bot": false,
"headline": "Merge pull request #50 from JinNing6/codex/living-skill-release-proof",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-17T07:13:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "31b298b64d37f94e5452c3857ebf7799719e5ac8",
"body": null,
"is_bot": false,
"headline": "Record the public Living Skill release",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-17T07:11:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "852da74a39e42d4bed082de32bb78715229f34cd",
"body": "Launch Living Skill #001 with a 60-second validation path",
"is_bot": false,
"headline": "Merge pull request #49 from JinNing6/codex/validator-60s",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-17T07:00:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "081e1cfa99101d09991cf663fbf06dd33c496da1",
"body": null,
"is_bot": false,
"headline": "Make validation result checks shell-portable",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-17T06:57:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb6f9735f556959e6ca3fcf4b44ade6391662df4",
"body": null,
"is_bot": false,
"headline": "Launch the first 60-second Living Skill",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-17T06:51:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2e16832182acd867235bd406bccbbab36f6d4d6b",
"body": null,
"is_bot": false,
"headline": "Record Glama admin release boundary (#48)",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-16T10:20:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a4e9f77a1779d3e55d6c13bb066f998bc05e3994",
"body": "* Fix Glama monorepo source build\n\n* Record Glama container verification\n\n* Stabilize MCP stdio discovery probe\n\n* Record stable Glama discovery gate",
"is_bot": false,
"headline": "Fix Glama monorepo source container build (#47)",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-16T10:17:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bd197bc6f8e46739dfd2bdd17deb56a64e1b3ced",
"body": "Persist the v0.8.2 release, public artifact verification, and remaining Glama sync boundary in project memory.",
"is_bot": false,
"headline": "Record Glama recovery release state (#46)",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-16T07:17:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "79354887ec438ddd783fa53e0b3de542d00c13e5",
"body": "Keep the default MCP runtime scanner-friendly, preserve vector search without NumPy, and enforce a real public-artifact initialize/tools-list release gate.",
"is_bot": false,
"headline": "Fix Glama MCP cold-start discovery (#45)",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-16T07:12:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1a0870ba55fb9ec0050557ef79724c560a70b7a0",
"body": "Documents the verified GitHub Release, PyPI artifacts, public command execution, Pages refresh, and Issue Form availability.",
"is_bot": false,
"headline": "Record v0.8.1 production verification (#44)",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-16T06:47:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "79e9dfb79e26e5d510ab9ee1ac1d294ca8aa468d",
"body": null,
"is_bot": false,
"headline": "Record v0.8.1 production verification",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-16T06:45:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0b9c8e4b3cabe18fbd53c91be9a49351a46115a6",
"body": "Adds the deterministic Living Skill #001 validation command, dedicated evidence form, release verification gates, documentation, and v0.8.1 package metadata.",
"is_bot": false,
"headline": "Add zero-setup Living Skill validation kit (#43)",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-16T06:38:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a49941a9d49a18a6d554995715520cb1f46bae8a",
"body": null,
"is_bot": false,
"headline": "Add zero-setup Living Skill validation kit",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-16T06:34:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f1e57f785e49b6ebae4d4da43ec264b8cb82c56c",
"body": "Prevents duplicate immutable PyPI publication races by using the formal GitHub Release event as the only release trigger, and records the verified v0.8.0 deployment state.",
"is_bot": false,
"headline": "Make PyPI releases single-trigger and record v0.8.0",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-16T06:04:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d7908696afa35be45620eda392094d9973e0ea38",
"body": null,
"is_bot": false,
"headline": "fix: make PyPI release trigger single-shot",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-16T06:02:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3bf3611124d3464b66715fada88f2861ed065f6b",
"body": "Ships the default Living Skill Tree, unifies 13 foundational Skills in the review-gated live registry, and hardens publication, outcome, withdrawal, and update lifecycles for the v0.8.0 release.",
"is_bot": false,
"headline": "Merge Living Skill Tree and unified live registry",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-16T05:53:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab0570fcb07cd88b42801109af2bb6e1eaf53412",
"body": null,
"is_bot": false,
"headline": "fix: harden shared skill lifecycle",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-15T08:28:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ae82386ce4403026621f3935fae765da0029930f",
"body": null,
"is_bot": false,
"headline": "style: format shared skill validators",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-15T06:50:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f9f10d1315c5642762c096e023befa84ba339bb7",
"body": null,
"is_bot": false,
"headline": "fix: canonicalize live skill artifact digests",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-15T06:47:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10fc9a0c6a5bcf1f2ab3bbda9e9bb05179f9aae7",
"body": null,
"is_bot": false,
"headline": "feat: unify skills in live registry",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-15T06:42:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f8716b5d023d75e4f07ca62513f499f218b4f62",
"body": null,
"is_bot": false,
"headline": "feat: bundle ten engineering skills",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-15T05:46:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "df7855f585008e498846ccf1005e8af209967a0c",
"body": null,
"is_bot": false,
"headline": "fix: polish living skill tree interface",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-15T05:25:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "674ec193451389ef8894906cf5336ac8344b0e85",
"body": null,
"is_bot": false,
"headline": "feat: make living skill tree the default experience",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-15T04:53:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a733cda35764416106797f45e80836dcad0ded10",
"body": null,
"is_bot": true,
"headline": "docs: 🌌 auto-update contributor rankings [skip ci]",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-13T01:48:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1756e1f0e79c4b049c895feedadc3e3948ce6c8c",
"body": "docs: record v0.7.2 public release",
"is_bot": false,
"headline": "Merge pull request #40 from JinNing6/codex/record-v072-release",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-11T04:15:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d904617777a42e41ee2ae69e0ba8aa696456fc12",
"body": null,
"is_bot": false,
"headline": "docs: record v0.7.2 public release",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-11T04:14:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "384d1e18ff7452236aeb80cd4705e0de83fee53e",
"body": "Complete anonymous query and launch-proof README",
"is_bot": false,
"headline": "Merge pull request #39 from JinNing6/codex/launch-proof-readme",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-11T04:08:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7c9ca8b1d707e6010979dae159e16d9c138e1e0c",
"body": null,
"is_bot": false,
"headline": "docs: lead with dynamic skills and proof demo",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-11T04:04:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "34dcedb0c53a8bad09f524f23cc8623077467986",
"body": null,
"is_bot": false,
"headline": "fix: complete anonymous public memory queries",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-11T04:04:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8cf062f0f1c2e52fa4a071262618deacbdd5e8d6",
"body": "Restores dependency-free index generation and publishes the three reviewed Skill Seed memories to the public snapshot.",
"is_bot": false,
"headline": "Merge PR #38: restore public memory index synchronization",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-10T11:07:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "42ce2bc70722230f3b2c4150b5e7d9fa1ec574ee",
"body": null,
"is_bot": false,
"headline": "fix: restore public memory index synchronization",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-10T10:57:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2707c4e972a6bcbd39ab123ea00b0e6fb056ac67",
"body": null,
"is_bot": false,
"headline": "🌌 Promote Consciousness: [pattern] by JinNing6 (Issue #37)",
"author_name": "Noosphere Bot",
"author_login": null,
"committed_at": "2026-07-10T10:48:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4883b53b1d00b9b74405189f3af2d6ae9b2b4e55",
"body": null,
"is_bot": false,
"headline": "⚖️ Promote Consciousness: [decision] by JinNing6 (Issue #36)",
"author_name": "Noosphere Bot",
"author_login": null,
"committed_at": "2026-07-10T10:48:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc16b2a94b417f8939b7b708a5bcf54328157016",
"body": null,
"is_bot": false,
"headline": "🌌 Promote Consciousness: [pattern] by JinNing6 (Issue #35)",
"author_name": "Noosphere Bot",
"author_login": null,
"committed_at": "2026-07-10T10:48:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5f3fede6a439187819e813b4ff19378da9b19e68",
"body": "Records the published release evidence, runtime smoke test, residual maintenance items, and first real Skill seed.",
"is_bot": false,
"headline": "Merge PR #34: record v0.7.1 production verification",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-10T10:21:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "83ea3fbe3e2fc9497eb54622f3bb334f31d1186c",
"body": null,
"is_bot": false,
"headline": "docs: record v0.7.1 production verification",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-10T10:20:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6da816ee69c8c621ba8b84044f9be16361332df5",
"body": "Release hotfix for the v0.7.0 anonymous startup regression. Missing optional credentials now degrade to read-only mode; invalid configured credentials remain fatal.",
"is_bot": false,
"headline": "Merge PR #32: allow anonymous read-only MCP startup",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-10T10:05:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb26c88ad907de95431e2d6685c0dc42ee7c9b6d",
"body": null,
"is_bot": false,
"headline": "fix: allow anonymous read-only MCP startup",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-10T10:02:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "48426f7d6fff29e836afc4aab2745d4cbf20516d",
"body": "Preserves the three reviewed commits for memory canonicalization, the dynamic Skill supply chain, and release/CI preparation.",
"is_bot": false,
"headline": "Merge review-gated dynamic shared Skills v0.7.0",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-07-10T09:40:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "442d92c2f5df779ff6d415d347430ca7c229caa4",
"body": null,
"is_bot": false,
"headline": "release: prepare dynamic shared Skills v0.7.0",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-10T09:37:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c743f395662e5bd3d26a66038928ce31087291ef",
"body": null,
"is_bot": false,
"headline": "feat(skills): add reviewed dynamic Skill supply chain",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-10T09:37:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "afff4a76b32e384dcbf21918727ead4942948de5",
"body": null,
"is_bot": false,
"headline": "fix(memory): canonicalize promotions and honor withdrawals",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-07-10T09:37:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "869dd5b598d27d692196fae58ec1dd591884d7f0",
"body": null,
"is_bot": false,
"headline": "Add R3F node picking launch thread pack",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-07-09T07:43:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6bf3e7a88bcf68373d21611ded0cc74a42258987",
"body": null,
"is_bot": false,
"headline": "Add founding debug memory proof campaign",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-07-09T07:33:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "877fe1620c67f1f864c5a9a82d8f9b7659865ae3",
"body": null,
"is_bot": false,
"headline": "Position Noosphere as dynamic shared agent skills",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-07-09T07:15:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d5f8dcbb7a1cc12bf0245b0876e0946d52d0bb0",
"body": null,
"is_bot": true,
"headline": "docs: 🌌 auto-update contributor rankings [skip ci]",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-06T02:08:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "872f423e9b9958d309caa9b7235fe8b585fbff91",
"body": null,
"is_bot": false,
"headline": "💠 Promote Consciousness: [epiphany] by JinNing6 (Issue #27)",
"author_name": "Noosphere Bot",
"author_login": null,
"committed_at": "2026-07-02T08:52:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92c0d05feebc010d04f8e416bb2847288ff5d981",
"body": null,
"is_bot": false,
"headline": "Sync public growth snapshot for promoted consciousness",
"author_name": "Noosphere Bot",
"author_login": null,
"committed_at": "2026-07-02T08:52:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d7656c4c6cf02f1998eaef3758299af2142ba0b5",
"body": null,
"is_bot": false,
"headline": "💠 Promote Consciousness: [epiphany] by JinNing6 (Issue #27)",
"author_name": "Noosphere Bot",
"author_login": null,
"committed_at": "2026-07-02T08:52:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04bf79d3c808bee2e94f1c0680ed71a8e3d6a9d6",
"body": null,
"is_bot": false,
"headline": "💠 Promote Consciousness: [epiphany] by Anonymous (Issue #26)",
"author_name": "Noosphere Bot",
"author_login": null,
"committed_at": "2026-07-02T07:16:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "11d753d8811d55fa51845ca9e026171ad210bf7c",
"body": null,
"is_bot": false,
"headline": "Sync public growth snapshot for promoted consciousness",
"author_name": "Noosphere Bot",
"author_login": null,
"committed_at": "2026-07-02T07:16:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "54ddd935ca249912e696d49210d5a2b9193fba58",
"body": null,
"is_bot": false,
"headline": "💠 Promote Consciousness: [epiphany] by Anonymous (Issue #26)",
"author_name": "Noosphere Bot",
"author_login": null,
"committed_at": "2026-07-02T07:15:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fbe92bbd580d96b0ef86554a4e0dd2f9264e8f3a",
"body": null,
"is_bot": false,
"headline": "docs: add Noosphere privacy policy page",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-06-29T08:41:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8d8f9dde9069e9ad5bef3be360f62fb1671a017b",
"body": null,
"is_bot": true,
"headline": "docs: 🌌 auto-update contributor rankings [skip ci]",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-29T02:31:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cff794a798bbc2818d62533dc6639988a5e44087",
"body": null,
"is_bot": true,
"headline": "docs: 🌌 auto-update contributor rankings [skip ci]",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-22T02:44:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f35b92831c35ab9892750c92cd829638c794efeb",
"body": null,
"is_bot": true,
"headline": "docs: 🌌 auto-update contributor rankings [skip ci]",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-15T02:43:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e28af2ed5c10c5264f0d9f71c4c38cc63cc69933",
"body": null,
"is_bot": true,
"headline": "docs: 🌌 auto-update contributor rankings [skip ci]",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-08T02:38:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "638dc8e807164c8b84beec646f0d5e99589ff3aa",
"body": "Add launch pack for agent debug memory",
"is_bot": false,
"headline": "Merge pull request #24 from JinNing6/codex/launch-pack",
"author_name": "JinQian",
"author_login": "JinNing6",
"committed_at": "2026-06-04T06:40:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39d39c4b8d560c90511cb8307ac47e8fe9955ec7",
"body": null,
"is_bot": false,
"headline": "Add launch pack for agent debug memory",
"author_name": "JinNing6",
"author_login": "JinNing6",
"committed_at": "2026-06-04T06:24:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f3cd030192931763dd7489afd3890d97dc4cadcd",
"body": null,
"is_bot": false,
"headline": "Dispatch Pages refresh from release workflow",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-04T05:43:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6380b6e72278d999221957435a355f2d4fa855a4",
"body": null,
"is_bot": false,
"headline": "Wait for PyPI installability before proof refresh",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-04T05:34:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba0ed1c1832c780411bbc547da7685f25e794390",
"body": null,
"is_bot": false,
"headline": "Wait for PyPI latest before proof refresh",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-04T05:27:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d3e9cc653ce3e8499d7b24d6f228473c044b3a25",
"body": null,
"is_bot": false,
"headline": "Refresh public proof after PyPI publish",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-04T05:19:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "195b492d74dda10f316631586e6171952f14fc0d",
"body": null,
"is_bot": false,
"headline": "Align launch preflight with tag publishing",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-04T05:05:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2af6f7fea0945cbe9e4f263d46baa6a73c00eb7",
"body": null,
"is_bot": false,
"headline": "Trigger PyPI publishing from release tags",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-04T04:37:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7dd421b1a55eed5049d5ee6aeccb656be3e058cb",
"body": null,
"is_bot": false,
"headline": "Add launch preflight release readiness tool",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-04T03:23:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28f4d4863231d6ec09f54402488cb62ef4c48f48",
"body": null,
"is_bot": false,
"headline": "Add distribution readiness to traction proof",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-04T03:08:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "892dc286f0f89a5ef547fc4572bb921272b72b79",
"body": null,
"is_bot": false,
"headline": "Fix Gemini text-only key probe",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-04T02:54:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "295a1897833a292b4765e53856a8db8fa410e4d0",
"body": null,
"is_bot": false,
"headline": "Verify PyPI release installs growth tools",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-04T02:48:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6838dc26f48e780edd059c50e8a131e7e22337cc",
"body": null,
"is_bot": false,
"headline": "Prepare PyPI release for growth ledger tools",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-04T02:35:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "62e39e28d906c0278b455012d2cfba922f8ecd08",
"body": null,
"is_bot": false,
"headline": "Add growth proof ledger tools",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-04T02:16:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "25f2446ebed3df556c02633a0cf6a058adc8025b",
"body": null,
"is_bot": false,
"headline": "Add first proof action kit",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T10:24:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "800813b0b798ae219e3ae50f9a85f9f7e58a7e54",
"body": null,
"is_bot": false,
"headline": "Add traction history velocity snapshots",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T09:59:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5099a827e72df93c006b74c48df6b40dcd87bd07",
"body": null,
"is_bot": false,
"headline": "Add public traction proof surface",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T09:39:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c21e81fe9bd24ec6eabec43ce0745f7f492a6144",
"body": null,
"is_bot": false,
"headline": "Add real-data launch kit to homepage",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T09:14:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5baaf6cdbe0bdf6129dc0583f5e7d3a6474877d5",
"body": null,
"is_bot": false,
"headline": "Add share proof links to memory share cards",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T08:57:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "73c4eb1d2150a1fc31b42fbba77df2ea0df44807",
"body": null,
"is_bot": false,
"headline": "Publish share proof wall from issues",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T08:33:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8f0d83eb3e3243db22977f917ea9b18d2363f3f1",
"body": null,
"is_bot": false,
"headline": "Allow share proof without precreated label",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T08:16:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2cfdd28178850d77fc9afaaaf4259570c7e3653c",
"body": null,
"is_bot": false,
"headline": "Add share proof issueops loop",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T08:13:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "34e989cd6bae434c077902b941e15a5590ac9343",
"body": null,
"is_bot": false,
"headline": "Make resonance backlink comments idempotent",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T07:59:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e4bea143e1c36080768985c9264a89b2896509c4",
"body": null,
"is_bot": false,
"headline": "Backlink resonance matches to historical issues",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T07:52:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "df1c8e66578c78b918751b3d20e0f00581f812a9",
"body": null,
"is_bot": false,
"headline": "Show nearest resonance in promotion comments",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T07:45:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf7482169604087adfaf56f27174b5c1bd5e68ee",
"body": null,
"is_bot": false,
"headline": "Strengthen Gemini key check controls",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T07:30:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "198695385376c165879b5ceb5673b37676bcf47f",
"body": null,
"is_bot": false,
"headline": "Surface embedding-backed resonance edges",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T07:16:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3ede5b0d0521a0f253f9ef9f25b02f96a9774f72",
"body": null,
"is_bot": false,
"headline": "Sync growth snapshot after promotions",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T06:50:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "43322671281983b0a7067085364d2edfc49be350",
"body": null,
"is_bot": false,
"headline": "Automate README growth snapshot sync",
"author_name": "JinQian",
"author_login": null,
"committed_at": "2026-06-03T06:33:11Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 6,
"commits_last_year": 281,
"latest_release_at": "2026-07-20T07:16:06Z",
"latest_release_tag": "v0.9.0",
"releases_from_tags": false,
"days_since_last_push": 3,
"active_weeks_last_year": 20,
"days_since_latest_release": 4,
"mean_days_between_releases": 24.4
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 57,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "noosphere-mcp",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"ai-agent",
"consciousness",
"github",
"mcp",
"model-context-protocol",
"noosphere",
"Development Status :: 3 - Alpha",
"License :: OSI Approved :: Apache Software License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Scientific/Engineering :: Artificial Intelligence"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/noosphere-mcp/",
"is_deprecated": false,
"latest_version": "0.9.0",
"repository_url": "https://github.com/JinNing6/Noosphere",
"versions_count": 22,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 1195,
"first_published_at": "2026-03-12T03:20:50.881567Z",
"latest_published_at": "2026-07-20T07:17:04.698911Z",
"latest_version_yanked": null,
"days_since_latest_publish": 4
}
]
},
"popularity": {
"forks": 2,
"stars": 18,
"watchers": 1,
"fork_history": {
"days": [
{
"date": "2026-03-18",
"count": 1
},
{
"date": "2026-07-22",
"count": 1
}
],
"complete": true,
"collected": 2,
"total_forks": 2
},
"star_history": null,
"open_issues_and_prs": 17
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": true,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"frontend/tsconfig.json"
],
"toolchain_manifests": [],
"largest_source_bytes": 312716,
"source_files_sampled": 162,
"oversized_source_files": 2,
"agent_instruction_files": [
".github/copilot-instructions.md"
],
"agent_instruction_max_bytes": 3706
},
"dependencies": {
"manifests": [
"badge/package.json",
"frontend/package.json",
"sdk/pyproject.toml"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 29,
"malicious_count": 0,
"assessed_package": "pypi:noosphere-mcp@0.9.0",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"npm",
"pypi"
],
"dependencies": [
{
"name": "@octokit/rest",
"manifest": "badge/package.json",
"ecosystem": "npm",
"version_constraint": "^21.0.0"
},
{
"name": "@react-three/drei",
"manifest": "frontend/package.json",
"ecosystem": "npm",
"version_constraint": "^10.7.7"
},
{
"name": "@react-three/fiber",
"manifest": "frontend/package.json",
"ecosystem": "npm",
"version_constraint": "^9.5.0"
},
{
"name": "@react-three/postprocessing",
"manifest": "frontend/package.json",
"ecosystem": "npm",
"version_constraint": "^3.0.4"
},
{
"name": "@types/three",
"manifest": "frontend/package.json",
"ecosystem": "npm",
"version_constraint": "^0.183.1"
},
{
"name": "d3-hierarchy",
"manifest": "frontend/package.json",
"ecosystem": "npm",
"version_constraint": "^3.1.2"
},
{
"name": "i18next",
"manifest": "frontend/package.json",
"ecosystem": "npm",
"version_constraint": "^25.8.18"
},
{
"name": "i18next-browser-languagedetector",
"manifest": "frontend/package.json",
"ecosystem": "npm",
"version_constraint": "^8.2.1"
},
{
"name": "lucide-react",
"manifest": "frontend/package.json",
"ecosystem": "npm",
"version_constraint": "^1.24.0"
},
{
"name": "react",
"manifest": "frontend/package.json",
"ecosystem": "npm",
"version_constraint": "^19.2.0"
},
{
"name": "react-dom",
"manifest": "frontend/package.json",
"ecosystem": "npm",
"version_constraint": "^19.2.0"
},
{
"name": "react-i18next",
"manifest": "frontend/package.json",
"ecosystem": "npm",
"version_constraint": "^16.5.8"
},
{
"name": "three",
"manifest": "frontend/package.json",
"ecosystem": "npm",
"version_constraint": "^0.183.2"
},
{
"name": "mcp",
"manifest": "sdk/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.27,<2"
},
{
"name": "httpx",
"manifest": "sdk/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.28.0"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "@octokit/rest",
"direct": true,
"version": "^21.0.0",
"ecosystem": "npm"
},
{
"name": "@react-three/drei",
"direct": true,
"version": "10.7.7",
"ecosystem": "npm"
},
{
"name": "@react-three/fiber",
"direct": true,
"version": "9.5.0",
"ecosystem": "npm"
},
{
"name": "@react-three/postprocessing",
"direct": true,
"version": "3.0.4",
"ecosystem": "npm"
},
{
"name": "@types/three",
"direct": true,
"version": "0.183.1",
"ecosystem": "npm"
},
{
"name": "d3-hierarchy",
"direct": true,
"version": "3.1.2",
"ecosystem": "npm"
},
{
"name": "i18next",
"direct": true,
"version": "25.8.18",
"ecosystem": "npm"
},
{
"name": "i18next-browser-languagedetector",
"direct": true,
"version": "8.2.1",
"ecosystem": "npm"
},
{
"name": "lucide-react",
"direct": true,
"version": "1.24.0",
"ecosystem": "npm"
},
{
"name": "react",
"direct": true,
"version": "19.2.4",
"ecosystem": "npm"
},
{
"name": "react-dom",
"direct": true,
"version": "19.2.4",
"ecosystem": "npm"
},
{
"name": "react-i18next",
"direct": true,
"version": "16.5.8",
"ecosystem": "npm"
},
{
"name": "three",
"direct": true,
"version": "0.170.0",
"ecosystem": "npm"
},
{
"name": "three",
"direct": true,
"version": "0.183.2",
"ecosystem": "npm"
},
{
"name": "httpx",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "mcp",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "@babel/code-frame",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/compat-data",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/core",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/generator",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/helper-compilation-targets",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/helper-globals",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/helper-module-imports",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/helper-module-transforms",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/helper-string-parser",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/helper-validator-identifier",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/helper-validator-option",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/helpers",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/parser",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/runtime",
"direct": false,
"version": "7.28.6",
"ecosystem": "npm"
},
{
"name": "@babel/template",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/traverse",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@babel/types",
"direct": false,
"version": "7.29.7",
"ecosystem": "npm"
},
{
"name": "@dimforge/rapier3d-compat",
"direct": false,
"version": "0.12.0",
"ecosystem": "npm"
},
{
"name": "@emnapi/core",
"direct": false,
"version": "1.11.1",
"ecosystem": "npm"
},
{
"name": "@emnapi/runtime",
"direct": false,
"version": "1.11.1",
"ecosystem": "npm"
},
{
"name": "@emnapi/wasi-threads",
"direct": false,
"version": "1.2.2",
"ecosystem": "npm"
},
{
"name": "@eslint-community/eslint-utils",
"direct": false,
"version": "4.9.1",
"ecosystem": "npm"
},
{
"name": "@eslint-community/regexpp",
"direct": false,
"version": "4.12.2",
"ecosystem": "npm"
},
{
"name": "@eslint/config-array",
"direct": false,
"version": "0.21.2",
"ecosystem": "npm"
},
{
"name": "@eslint/config-helpers",
"direct": false,
"version": "0.4.2",
"ecosystem": "npm"
},
{
"name": "@eslint/core",
"direct": false,
"version": "0.17.0",
"ecosystem": "npm"
},
{
"name": "@eslint/eslintrc",
"direct": false,
"version": "3.3.5",
"ecosystem": "npm"
},
{
"name": "@eslint/js",
"direct": false,
"version": "9.39.4",
"ecosystem": "npm"
},
{
"name": "@eslint/object-schema",
"direct": false,
"version": "2.1.7",
"ecosystem": "npm"
},
{
"name": "@eslint/plugin-kit",
"direct": false,
"version": "0.4.1",
"ecosystem": "npm"
},
{
"name": "@humanfs/core",
"direct": false,
"version": "0.19.1",
"ecosystem": "npm"
},
{
"name": "@humanfs/node",
"direct": false,
"version": "0.16.7",
"ecosystem": "npm"
},
{
"name": "@humanwhocodes/module-importer",
"direct": false,
"version": "1.0.1",
"ecosystem": "npm"
},
{
"name": "@humanwhocodes/retry",
"direct": false,
"version": "0.4.3",
"ecosystem": "npm"
},
{
"name": "@jridgewell/gen-mapping",
"direct": false,
"version": "0.3.13",
"ecosystem": "npm"
},
{
"name": "@jridgewell/remapping",
"direct": false,
"version": "2.3.5",
"ecosystem": "npm"
},
{
"name": "@jridgewell/resolve-uri",
"direct": false,
"version": "3.1.2",
"ecosystem": "npm"
},
{
"name": "@jridgewell/sourcemap-codec",
"direct": false,
"version": "1.5.5",
"ecosystem": "npm"
},
{
"name": "@jridgewell/trace-mapping",
"direct": false,
"version": "0.3.31",
"ecosystem": "npm"
},
{
"name": "@mediapipe/tasks-vision",
"direct": false,
"version": "0.10.17",
"ecosystem": "npm"
},
{
"name": "@monogrid/gainmap-js",
"direct": false,
"version": "3.4.0",
"ecosystem": "npm"
},
{
"name": "@napi-rs/wasm-runtime",
"direct": false,
"version": "1.1.6",
"ecosystem": "npm"
},
{
"name": "@oxc-project/types",
"direct": false,
"version": "0.139.0",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-android-arm64",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-darwin-arm64",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-darwin-x64",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-freebsd-x64",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-arm-gnueabihf",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-arm64-gnu",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-arm64-musl",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-ppc64-gnu",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-s390x-gnu",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-x64-gnu",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-x64-musl",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-openharmony-arm64",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-wasm32-wasi",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-win32-arm64-msvc",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-win32-x64-msvc",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/pluginutils",
"direct": false,
"version": "1.0.1",
"ecosystem": "npm"
},
{
"name": "@tweenjs/tween.js",
"direct": false,
"version": "23.1.3",
"ecosystem": "npm"
},
{
"name": "@tybys/wasm-util",
"direct": false,
"version": "0.10.3",
"ecosystem": "npm"
},
{
"name": "@types/d3-hierarchy",
"direct": false,
"version": "3.1.7",
"ecosystem": "npm"
},
{
"name": "@types/draco3d",
"direct": false,
"version": "1.4.10",
"ecosystem": "npm"
},
{
"name": "@types/estree",
"direct": false,
"version": "1.0.8",
"ecosystem": "npm"
},
{
"name": "@types/json-schema",
"direct": false,
"version": "7.0.15",
"ecosystem": "npm"
},
{
"name": "@types/node",
"direct": false,
"version": "24.12.0",
"ecosystem": "npm"
},
{
"name": "@types/offscreencanvas",
"direct": false,
"version": "2019.7.3",
"ecosystem": "npm"
},
{
"name": "@types/react",
"direct": false,
"version": "19.2.14",
"ecosystem": "npm"
},
{
"name": "@types/react-dom",
"direct": false,
"version": "19.2.3",
"ecosystem": "npm"
},
{
"name": "@types/react-reconciler",
"direct": false,
"version": "0.28.9",
"ecosystem": "npm"
},
{
"name": "@types/stats.js",
"direct": false,
"version": "0.17.4",
"ecosystem": "npm"
},
{
"name": "@types/webxr",
"direct": false,
"version": "0.5.24",
"ecosystem": "npm"
},
{
"name": "@typescript-eslint/eslint-plugin",
"direct": false,
"version": "8.57.0",
"ecosystem": "npm"
},
{
"name": "@typescript-eslint/parser",
"direct": false,
"version": "8.57.0",
"ecosystem": "npm"
},
{
"name": "@typescript-eslint/project-service",
"direct": false,
"version": "8.57.0",
"ecosystem": "npm"
},
{
"name": "@typescript-eslint/scope-manager",
"direct": false,
"version": "8.57.0",
"ecosystem": "npm"
},
{
"name": "@typescript-eslint/tsconfig-utils",
"direct": false,
"version": "8.57.0",
"ecosystem": "npm"
},
{
"name": "@typescript-eslint/type-utils",
"direct": false,
"version": "8.57.0",
"ecosystem": "npm"
},
{
"name": "@typescript-eslint/types",
"direct": false,
"version": "8.57.0",
"ecosystem": "npm"
},
{
"name": "@typescript-eslint/typescript-estree",
"direct": false,
"version": "8.57.0",
"ecosystem": "npm"
},
{
"name": "@typescript-eslint/utils",
"direct": false,
"version": "8.57.0",
"ecosystem": "npm"
},
{
"name": "@typescript-eslint/visitor-keys",
"direct": false,
"version": "8.57.0",
"ecosystem": "npm"
},
{
"name": "@use-gesture/core",
"direct": false,
"version": "10.3.1",
"ecosystem": "npm"
},
{
"name": "@use-gesture/react",
"direct": false,
"version": "10.3.1",
"ecosystem": "npm"
},
{
"name": "@vitejs/plugin-react",
"direct": false,
"version": "6.0.3",
"ecosystem": "npm"
},
{
"name": "@webgpu/types",
"direct": false,
"version": "0.1.69",
"ecosystem": "npm"
},
{
"name": "acorn",
"direct": false,
"version": "8.16.0",
"ecosystem": "npm"
},
{
"name": "acorn-jsx",
"direct": false,
"version": "5.3.2",
"ecosystem": "npm"
},
{
"name": "ajv",
"direct": false,
"version": "6.14.0",
"ecosystem": "npm"
},
{
"name": "ansi-styles",
"direct": false,
"version": "4.3.0",
"ecosystem": "npm"
},
{
"name": "argparse",
"direct": false,
"version": "2.0.1",
"ecosystem": "npm"
},
{
"name": "balanced-match",
"direct": false,
"version": "1.0.2",
"ecosystem": "npm"
},
{
"name": "balanced-match",
"direct": false,
"version": "4.0.4",
"ecosystem": "npm"
},
{
"name": "base64-js",
"direct": false,
"version": "1.5.1",
"ecosystem": "npm"
},
{
"name": "baseline-browser-mapping",
"direct": false,
"version": "2.10.43",
"ecosystem": "npm"
},
{
"name": "bidi-js",
"direct": false,
"version": "1.0.3",
"ecosystem": "npm"
},
{
"name": "brace-expansion",
"direct": false,
"version": "1.1.15",
"ecosystem": "npm"
},
{
"name": "brace-expansion",
"direct": false,
"version": "5.0.6",
"ecosystem": "npm"
},
{
"name": "browserslist",
"direct": false,
"version": "4.28.6",
"ecosystem": "npm"
},
{
"name": "buffer",
"direct": false,
"version": "6.0.3",
"ecosystem": "npm"
},
{
"name": "callsites",
"direct": false,
"version": "3.1.0",
"ecosystem": "npm"
},
{
"name": "camera-controls",
"direct": false,
"version": "3.1.2",
"ecosystem": "npm"
},
{
"name": "caniuse-lite",
"direct": false,
"version": "1.0.30001805",
"ecosystem": "npm"
},
{
"name": "chalk",
"direct": false,
"version": "4.1.2",
"ecosystem": "npm"
},
{
"name": "color-convert",
"direct": false,
"version": "2.0.1",
"ecosystem": "npm"
},
{
"name": "color-name",
"direct": false,
"version": "1.1.4",
"ecosystem": "npm"
},
{
"name": "concat-map",
"direct": false,
"version": "0.0.1",
"ecosystem": "npm"
},
{
"name": "convert-source-map",
"direct": false,
"version": "2.0.0",
"ecosystem": "npm"
},
{
"name": "cross-env",
"direct": false,
"version": "7.0.3",
"ecosystem": "npm"
},
{
"name": "cross-spawn",
"direct": false,
"version": "7.0.6",
"ecosystem": "npm"
},
{
"name": "csstype",
"direct": false,
"version": "3.2.3",
"ecosystem": "npm"
},
{
"name": "debug",
"direct": false,
"version": "4.4.3",
"ecosystem": "npm"
},
{
"name": "deep-is",
"direct": false,
"version": "0.1.4",
"ecosystem": "npm"
},
{
"name": "detect-gpu",
"direct": false,
"version": "5.0.70",
"ecosystem": "npm"
},
{
"name": "detect-libc",
"direct": false,
"version": "2.1.2",
"ecosystem": "npm"
},
{
"name": "draco3d",
"direct": false,
"version": "1.5.7",
"ecosystem": "npm"
},
{
"name": "electron-to-chromium",
"direct": false,
"version": "1.5.391",
"ecosystem": "npm"
},
{
"name": "escalade",
"direct": false,
"version": "3.2.0",
"ecosystem": "npm"
},
{
"name": "escape-string-regexp",
"direct": false,
"version": "4.0.0",
"ecosystem": "npm"
},
{
"name": "eslint",
"direct": false,
"version": "9.39.4",
"ecosystem": "npm"
},
{
"name": "eslint-plugin-react-hooks",
"direct": false,
"version": "7.0.1",
"ecosystem": "npm"
},
{
"name": "eslint-plugin-react-refresh",
"direct": false,
"version": "0.4.26",
"ecosystem": "npm"
},
{
"name": "eslint-scope",
"direct": false,
"version": "8.4.0",
"ecosystem": "npm"
},
{
"name": "eslint-visitor-keys",
"direct": false,
"version": "3.4.3",
"ecosystem": "npm"
},
{
"name": "eslint-visitor-keys",
"direct": false,
"version": "4.2.1",
"ecosystem": "npm"
},
{
"name": "eslint-visitor-keys",
"direct": false,
"version": "5.0.1",
"ecosystem": "npm"
},
{
"name": "espree",
"direct": false,
"version": "10.4.0",
"ecosystem": "npm"
},
{
"name": "esquery",
"direct": false,
"version": "1.7.0",
"ecosystem": "npm"
},
{
"name": "esrecurse",
"direct": false,
"version": "4.3.0",
"ecosystem": "npm"
},
{
"name": "estraverse",
"direct": false,
"version": "5.3.0",
"ecosystem": "npm"
},
{
"name": "esutils",
"direct": false,
"version": "2.0.3",
"ecosystem": "npm"
},
{
"name": "fast-deep-equal",
"direct": false,
"version": "3.1.3",
"ecosystem": "npm"
},
{
"name": "fast-json-stable-stringify",
"direct": false,
"version": "2.1.0",
"ecosystem": "npm"
},
{
"name": "fast-levenshtein",
"direct": false,
"version": "2.0.6",
"ecosystem": "npm"
},
{
"name": "fdir",
"direct": false,
"version": "6.5.0",
"ecosystem": "npm"
},
{
"name": "fflate",
"direct": false,
"version": "0.6.10",
"ecosystem": "npm"
},
{
"name": "fflate",
"direct": false,
"version": "0.8.2",
"ecosystem": "npm"
},
{
"name": "file-entry-cache",
"direct": false,
"version": "8.0.0",
"ecosystem": "npm"
},
{
"name": "find-up",
"direct": false,
"version": "5.0.0",
"ecosystem": "npm"
},
{
"name": "flat-cache",
"direct": false,
"version": "4.0.1",
"ecosystem": "npm"
},
{
"name": "flatted",
"direct": false,
"version": "3.4.2",
"ecosystem": "npm"
},
{
"name": "fsevents",
"direct": false,
"version": "2.3.3",
"ecosystem": "npm"
},
{
"name": "gensync",
"direct": false,
"version": "1.0.0-beta.2",
"ecosystem": "npm"
},
{
"name": "glob-parent",
"direct": false,
"version": "6.0.2",
"ecosystem": "npm"
},
{
"name": "globals",
"direct": false,
"version": "14.0.0",
"ecosystem": "npm"
},
{
"name": "globals",
"direct": false,
"version": "16.5.0",
"ecosystem": "npm"
},
{
"name": "glsl-noise",
"direct": false,
"version": "0.0.0",
"ecosystem": "npm"
},
{
"name": "has-flag",
"direct": false,
"version": "4.0.0",
"ecosystem": "npm"
},
{
"name": "hermes-estree",
"direct": false,
"version": "0.25.1",
"ecosystem": "npm"
},
{
"name": "hermes-parser",
"direct": false,
"version": "0.25.1",
"ecosystem": "npm"
},
{
"name": "hls.js",
"direct": false,
"version": "1.6.15",
"ecosystem": "npm"
},
{
"name": "html-parse-stringify",
"direct": false,
"version": "3.0.1",
"ecosystem": "npm"
},
{
"name": "ieee754",
"direct": false,
"version": "1.2.1",
"ecosystem": "npm"
},
{
"name": "ignore",
"direct": false,
"version": "5.3.2",
"ecosystem": "npm"
},
{
"name": "ignore",
"direct": false,
"version": "7.0.5",
"ecosystem": "npm"
},
{
"name": "immediate",
"direct": false,
"version": "3.0.6",
"ecosystem": "npm"
},
{
"name": "import-fresh",
"direct": false,
"version": "3.3.1",
"ecosystem": "npm"
},
{
"name": "imurmurhash",
"direct": false,
"version": "0.1.4",
"ecosystem": "npm"
},
{
"name": "is-extglob",
"direct": false,
"version": "2.1.1",
"ecosystem": "npm"
},
{
"name": "is-glob",
"direct": false,
"version": "4.0.3",
"ecosystem": "npm"
},
{
"name": "is-promise",
"direct": false,
"version": "2.2.2",
"ecosystem": "npm"
},
{
"name": "isexe",
"direct": false,
"version": "2.0.0",
"ecosystem": "npm"
},
{
"name": "its-fine",
"direct": false,
"version": "2.0.0",
"ecosystem": "npm"
},
{
"name": "js-tokens",
"direct": false,
"version": "4.0.0",
"ecosystem": "npm"
},
{
"name": "js-yaml",
"direct": false,
"version": "4.3.0",
"ecosystem": "npm"
},
{
"name": "jsesc",
"direct": false,
"version": "3.1.0",
"ecosystem": "npm"
},
{
"name": "json-buffer",
"direct": false,
"version": "3.0.1",
"ecosystem": "npm"
},
{
"name": "json-schema-traverse",
"direct": false,
"version": "0.4.1",
"ecosystem": "npm"
},
{
"name": "json-stable-stringify-without-jsonify",
"direct": false,
"version": "1.0.1",
"ecosystem": "npm"
},
{
"name": "json5",
"direct": false,
"version": "2.2.3",
"ecosystem": "npm"
},
{
"name": "keyv",
"direct": false,
"version": "4.5.4",
"ecosystem": "npm"
},
{
"name": "levn",
"direct": false,
"version": "0.4.1",
"ecosystem": "npm"
},
{
"name": "lie",
"direct": false,
"version": "3.3.0",
"ecosystem": "npm"
},
{
"name": "lightningcss",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-android-arm64",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-darwin-arm64",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-darwin-x64",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-freebsd-x64",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-linux-arm-gnueabihf",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-linux-arm64-gnu",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-linux-arm64-musl",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-linux-x64-gnu",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-linux-x64-musl",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-win32-arm64-msvc",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-win32-x64-msvc",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "locate-path",
"direct": false,
"version": "6.0.0",
"ecosystem": "npm"
},
{
"name": "lodash.merge",
"direct": false,
"version": "4.6.2",
"ecosystem": "npm"
},
{
"name": "lru-cache",
"direct": false,
"version": "5.1.1",
"ecosystem": "npm"
},
{
"name": "maath",
"direct": false,
"version": "0.10.8",
"ecosystem": "npm"
},
{
"name": "maath",
"direct": false,
"version": "0.6.0",
"ecosystem": "npm"
},
{
"name": "meshline",
"direct": false,
"version": "3.3.1",
"ecosystem": "npm"
},
{
"name": "meshoptimizer",
"direct": false,
"version": "1.0.1",
"ecosystem": "npm"
},
{
"name": "minimatch",
"direct": false,
"version": "10.2.4",
"ecosystem": "npm"
},
{
"name": "minimatch",
"direct": false,
"version": "3.1.5",
"ecosystem": "npm"
},
{
"name": "ms",
"direct": false,
"version": "2.1.3",
"ecosystem": "npm"
},
{
"name": "n8ao",
"direct": false,
"version": "1.10.1",
"ecosystem": "npm"
},
{
"name": "nanoid",
"direct": false,
"version": "3.3.16",
"ecosystem": "npm"
},
{
"name": "natural-compare",
"direct": false,
"version": "1.4.0",
"ecosystem": "npm"
},
{
"name": "node-releases",
"direct": false,
"version": "2.0.51",
"ecosystem": "npm"
},
{
"name": "optionator",
"direct": false,
"version": "0.9.4",
"ecosystem": "npm"
},
{
"name": "p-limit",
"direct": false,
"version": "3.1.0",
"ecosystem": "npm"
},
{
"name": "p-locate",
"direct": false,
"version": "5.0.0",
"ecosystem": "npm"
},
{
"name": "parent-module",
"direct": false,
"version": "1.0.1",
"ecosystem": "npm"
},
{
"name": "path-exists",
"direct": false,
"version": "4.0.0",
"ecosystem": "npm"
},
{
"name": "path-key",
"direct": false,
"version": "3.1.1",
"ecosystem": "npm"
},
{
"name": "picocolors",
"direct": false,
"version": "1.1.1",
"ecosystem": "npm"
},
{
"name": "picomatch",
"direct": false,
"version": "4.0.5",
"ecosystem": "npm"
},
{
"name": "postcss",
"direct": false,
"version": "8.5.19",
"ecosystem": "npm"
},
{
"name": "postprocessing",
"direct": false,
"version": "6.38.3",
"ecosystem": "npm"
},
{
"name": "potpack",
"direct": false,
"version": "1.0.2",
"ecosystem": "npm"
},
{
"name": "prelude-ls",
"direct": false,
"version": "1.2.1",
"ecosystem": "npm"
},
{
"name": "promise-worker-transferable",
"direct": false,
"version": "1.0.4",
"ecosystem": "npm"
},
{
"name": "punycode",
"direct": false,
"version": "2.3.1",
"ecosystem": "npm"
},
{
"name": "react-use-measure",
"direct": false,
"version": "2.1.7",
"ecosystem": "npm"
},
{
"name": "require-from-string",
"direct": false,
"version": "2.0.2",
"ecosystem": "npm"
},
{
"name": "resolve-from",
"direct": false,
"version": "4.0.0",
"ecosystem": "npm"
},
{
"name": "rolldown",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "scheduler",
"direct": false,
"version": "0.27.0",
"ecosystem": "npm"
},
{
"name": "semver",
"direct": false,
"version": "6.3.1",
"ecosystem": "npm"
},
{
"name": "semver",
"direct": false,
"version": "7.7.4",
"ecosystem": "npm"
},
{
"name": "shebang-command",
"direct": false,
"version": "2.0.0",
"ecosystem": "npm"
},
{
"name": "shebang-regex",
"direct": false,
"version": "3.0.0",
"ecosystem": "npm"
},
{
"name": "source-map-js",
"direct": false,
"version": "1.2.1",
"ecosystem": "npm"
},
{
"name": "stats-gl",
"direct": false,
"version": "2.4.2",
"ecosystem": "npm"
},
{
"name": "stats.js",
"direct": false,
"version": "0.17.0",
"ecosystem": "npm"
},
{
"name": "strip-json-comments",
"direct": false,
"version": "3.1.1",
"ecosystem": "npm"
},
{
"name": "supports-color",
"direct": false,
"version": "7.2.0",
"ecosystem": "npm"
},
{
"name": "suspend-react",
"direct": false,
"version": "0.1.3",
"ecosystem": "npm"
},
{
"name": "three-mesh-bvh",
"direct": false,
"version": "0.8.3",
"ecosystem": "npm"
},
{
"name": "three-stdlib",
"direct": false,
"version": "2.36.1",
"ecosystem": "npm"
},
{
"name": "tinyglobby",
"direct": false,
"version": "0.2.17",
"ecosystem": "npm"
},
{
"name": "troika-three-text",
"direct": false,
"version": "0.52.4",
"ecosystem": "npm"
},
{
"name": "troika-three-utils",
"direct": false,
"version": "0.52.4",
"ecosystem": "npm"
},
{
"name": "troika-worker-utils",
"direct": false,
"version": "0.52.0",
"ecosystem": "npm"
},
{
"name": "ts-api-utils",
"direct": false,
"version": "2.4.0",
"ecosystem": "npm"
},
{
"name": "tslib",
"direct": false,
"version": "2.8.1",
"ecosystem": "npm"
},
{
"name": "tunnel-rat",
"direct": false,
"version": "0.1.2",
"ecosystem": "npm"
},
{
"name": "type-check",
"direct": false,
"version": "0.4.0",
"ecosystem": "npm"
},
{
"name": "typescript",
"direct": false,
"version": "5.9.3",
"ecosystem": "npm"
},
{
"name": "typescript-eslint",
"direct": false,
"version": "8.57.0",
"ecosystem": "npm"
},
{
"name": "undici-types",
"direct": false,
"version": "7.16.0",
"ecosystem": "npm"
},
{
"name": "update-browserslist-db",
"direct": false,
"version": "1.2.3",
"ecosystem": "npm"
},
{
"name": "uri-js",
"direct": false,
"version": "4.4.1",
"ecosystem": "npm"
},
{
"name": "use-sync-external-store",
"direct": false,
"version": "1.6.0",
"ecosystem": "npm"
},
{
"name": "utility-types",
"direct": false,
"version": "3.11.0",
"ecosystem": "npm"
},
{
"name": "vite",
"direct": false,
"version": "8.1.4",
"ecosystem": "npm"
},
{
"name": "void-elements",
"direct": false,
"version": "3.1.0",
"ecosystem": "npm"
},
{
"name": "webgl-constants",
"direct": false,
"version": "1.1.1",
"ecosystem": "npm"
},
{
"name": "webgl-sdf-generator",
"direct": false,
"version": "1.1.1",
"ecosystem": "npm"
},
{
"name": "which",
"direct": false,
"version": "2.0.2",
"ecosystem": "npm"
},
{
"name": "word-wrap",
"direct": false,
"version": "1.2.5",
"ecosystem": "npm"
},
{
"name": "yallist",
"direct": false,
"version": "3.1.1",
"ecosystem": "npm"
},
{
"name": "yocto-queue",
"direct": false,
"version": "0.1.0",
"ecosystem": "npm"
},
{
"name": "zod",
"direct": false,
"version": "4.3.6",
"ecosystem": "npm"
},
{
"name": "zod-validation-error",
"direct": false,
"version": "4.0.2",
"ecosystem": "npm"
},
{
"name": "zustand",
"direct": false,
"version": "4.5.7",
"ecosystem": "npm"
},
{
"name": "zustand",
"direct": false,
"version": "5.0.11",
"ecosystem": "npm"
},
{
"name": "build",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-asyncio",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-timeout",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "respx",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "sentence-transformers",
"direct": false,
"version": null,
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 281,
"direct_count": 16,
"indirect_count": 265
}
},
"maintainership": {
"issues": {
"open_prs": 1,
"merged_prs": 27,
"open_issues": 16,
"closed_ratio": 0.543,
"closed_issues": 19,
"closed_unmerged_prs": 2
},
"bus_factor": 1,
"bot_contributors": 1,
"top_contributors": [
{
"type": "User",
"login": "JinNing6",
"commits": 56,
"avatar_url": "https://avatars.githubusercontent.com/u/137138055?v=4"
}
],
"contributors_sampled": 1,
"top_contributor_share": 1
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"backfill_embeddings.yml",
"ci.yml",
"cla.yml",
"consciousness_promote.yml",
"consciousness_validator.yml",
"consciousness_withdraw.yml",
"deploy-pages.yml",
"frontend-security.yml",
"gemini_key_check.yml",
"init_labels.yml",
"publish-pypi.yml",
"record-traction-history.yml",
"share_proof_issueops.yml",
"skill_outcome.yml",
"skill_publish.yml",
"skill_withdraw.yml",
"update-contributors.yml"
],
"has_docs_dir": true,
"linter_configs": [
"eslint.config.js",
"ruff.toml"
],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"package-lock.json"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 5,
"reason": "binaries present in source code",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "19 out of 19 merged PRs checked by a CI test -- score normalized to 10",
"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",
"score": 0,
"reason": "Found 0/21 approved changesets -- score normalized to 0",
"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",
"score": 10,
"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": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 1,
"reason": "dependency not pinned by hash detected -- score normalized to 1",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not 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": 8,
"reason": "2 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "8f862ca4fdf0da101e536a233c699de1b922e6e2",
"ran_at": "2026-07-25T05:03:08Z",
"aggregate_score": 3.9,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-22T09:52:34Z",
"oldest_open_prs": [
{
"number": 64,
"created_at": "2026-07-22T04:29:22Z",
"last_comment_at": "2026-07-22T04:29:31Z",
"last_comment_author": "github-actions"
}
],
"last_merged_pr_at": "2026-07-21T08:49:22Z",
"ci_last_conclusion": "SKIPPED",
"oldest_open_issues": [
{
"number": 6,
"created_at": "2026-03-17T01:38:01Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 7,
"created_at": "2026-03-18T03:07:05Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 8,
"created_at": "2026-03-18T03:07:12Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 9,
"created_at": "2026-03-18T03:07:22Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 10,
"created_at": "2026-03-18T03:07:33Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 11,
"created_at": "2026-03-18T03:07:42Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 12,
"created_at": "2026-03-18T03:07:42Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 19,
"created_at": "2026-03-29T08:29:20Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 25,
"created_at": "2026-06-04T06:51:51Z",
"last_comment_at": "2026-07-09T07:43:58Z",
"last_comment_author": "JinNing6"
},
{
"number": 28,
"created_at": "2026-07-09T07:43:05Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 33,
"created_at": "2026-07-10T10:19:35Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 51,
"created_at": "2026-07-17T07:22:45Z",
"last_comment_at": "2026-07-21T07:34:17Z",
"last_comment_author": "JinNing6"
},
{
"number": 57,
"created_at": "2026-07-21T06:30:54Z",
"last_comment_at": "2026-07-21T06:31:50Z",
"last_comment_author": "github-actions"
},
{
"number": 62,
"created_at": "2026-07-21T08:41:12Z",
"last_comment_at": "2026-07-21T08:41:20Z",
"last_comment_author": "github-actions"
},
{
"number": 65,
"created_at": "2026-07-22T09:28:19Z",
"last_comment_at": "2026-07-22T09:28:27Z",
"last_comment_author": "github-actions"
},
{
"number": 66,
"created_at": "2026-07-22T09:51:23Z",
"last_comment_at": "2026-07-22T09:51:32Z",
"last_comment_author": "github-actions"
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/JinNing6/Noosphere",
"host": "github.com",
"name": "Noosphere",
"owner": "JinNing6"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": "The weighted overall 64 is calibrated to 73 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 64,
"calibrated": 73,
"calibration": "2026-08-02"
}
}
],
"value": 73,
"inputs": {
"security": 52,
"vitality": 87,
"community": 45,
"governance": 47,
"calibration": "2026-08-02",
"engineering": 84,
"ai_readiness": 66,
"weighted_overall_raw": 64
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 87,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "good",
"name": "Development activity",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"commits_last_year": 281,
"human_commit_share": 0.93,
"days_since_last_push": 3,
"active_weeks_last_year": 20
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 3 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 3
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "20/52 weeks with commits",
"points": 13.8,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 20
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "281 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 281
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "exceptional",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 6,
"latest_release_tag": "v0.9.0",
"releases_from_tags": false,
"days_since_latest_release": 4,
"mean_days_between_releases": 24.4
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "6 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 6
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 4 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 4
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~24.4 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 24.4
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "exceptional",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "repository_too_young",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "weak",
"name": "Community & Adoption",
"value": 45,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 20,
"inputs": {
"forks": 2,
"stars": 18,
"watchers": 1,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "18 stars",
"points": 20,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 18
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "2 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 2
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "1 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 1
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"readme_badge_services": [],
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"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": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 51,
"inputs": {
"packages": [
"noosphere-mcp"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 1195
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "1,195 downloads/month across pypi",
"points": 41,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 1195,
"ecosystems": "pypi"
}
}
],
"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
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "weak",
"name": "Sustainability & Governance",
"value": 47,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 13,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 1,
"top_contributor_share": 1
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
}
}
],
"max_points": 13.5
},
{
"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": "moderate",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"newcomer_pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 58,
"inputs": {
"merged_prs": 27,
"open_issues": 16,
"closed_issues": 19,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": 0.543,
"closed_unmerged_prs": 2,
"first_time_authors_30d": null,
"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "54% of issues closed",
"points": 22.8,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 54
}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "27/29 decided PRs merged",
"points": 27.9,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 27,
"decided": 29
}
}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
"days": 30
}
}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/21 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "weak",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 36,
"inputs": {
"followers": 2,
"owner_type": "User",
"is_verified": null,
"owner_login": "JinNing6",
"public_repos": 19,
"account_age_days": 1131
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "2 followers of JinNing6",
"points": 3.4,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 2,
"login": "JinNing6"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "19 public repos, account ~3 yr old",
"points": 15.7,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 19
}
},
{
"code": "account_age_years",
"params": {
"years": 3
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "exceptional",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"noosphere-mcp"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 4
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 4 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 4
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "22 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 22
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 84,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 84,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "17 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 17
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": "eslint.config.js, ruff.toml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "eslint.config.js, ruff.toml"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "19 out of 19 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"topics": [
"agent-memory",
"agent-skills",
"ai-agents",
"claude-code",
"cline",
"codex",
"coding-agents",
"cursor",
"debugging",
"developer-tools",
"dynamic-skills",
"mcp",
"model-context-protocol",
"python",
"shared-memory",
"skill-registry",
"windsurf"
],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "17 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 17
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 52,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "weak",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 40,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 3.9
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "19 out of 19 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 0/21 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": "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 13 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 1",
"points": 0.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "2 existing vulnerabilities detected",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "exceptional",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:noosphere-mcp@0.9.0 runtime dependency closure — what installing the published package pulls in — 29 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:noosphere-mcp@0.9.0",
"assessed": 29
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 29,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"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": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "exceptional",
"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": 29,
"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": "exceptional",
"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"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 2
},
"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": "good",
"name": "AI Readiness",
"value": 66,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 76,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.581,
"agent_instruction_files": [
".github/copilot-instructions.md"
],
"agent_instruction_max_bytes": 3706
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".github/copilot-instructions.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".github/copilot-instructions.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "54 of 93 human commits state their intent (structured subject or explanatory body)",
"points": 31,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 54,
"sampled": 93
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"package-lock.json"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"frontend/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": "eslint.config.js, ruff.toml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "eslint.config.js, ruff.toml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "frontend/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "frontend/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 1",
"points": 1,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 81,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 312716,
"source_files_sampled": 162,
"oversized_source_files": 2
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (frontend/tsconfig.json)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "frontend/tsconfig.json",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/162 source files over 60KB",
"points": 54.3,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 162,
"oversized": 2
}
}
],
"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? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"labels": [
"mcp-server",
"library",
"web-ui"
],
"scores": {
"web-ui": 4,
"library": 6,
"mcp-server": 7
},
"primary": "mcp-server",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
},
{
"tier": "dependencies",
"label": "mcp-server",
"source": "dep:mcp",
"weight": 4
},
{
"tier": "dependencies",
"label": "web-ui",
"source": "dep:react-dom",
"weight": 4
},
{
"tier": "structure",
"label": "mcp-server",
"source": "mcp_signal",
"weight": 3
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": true
},
"metrics_version": "2.3.1"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-25T05:03:31.114626Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/JinNing6/Noosphere.svg",
"full_name": "JinNing6/Noosphere",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.3.1, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.