Public record
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-18 11:23 UTC

vaayne / anna

AI partners for every person: multi-user, multi-agent memory, trusted tools, schedules, sandboxed workspaces, and chat.

Go · TypeScriptAGPL-3.0★ 45 stars⑂ 5 forkssince Mar 2026View on GitHub ↗
#ai-assistant#cli#context-management#feishu-bot#golang#llm#personal-assistant#qqbot#self-hosted#sqlite#telegram-bot#ai-agent#ai-partner#mcp#memory#multi-agent#multi-user#sandbox#scheduler#wechat-bot

vaayne/anna holds a health index of 63 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (96/100) and lowest on Community & Adoption (40/100). It was last updated today. A single contributor accounts for most of its recent work.

63
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

63
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

Ownership

CherryHQOrganization
1,186 followers27 public repossince Nov 2024

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Metrics by category

Vitality

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

83Good · 22% of overall

Development activity

78Good
How it's scored
36/36Push recency — last push 0 days ago
13.8/36Commit cadence — 20/52 weeks with commits
18/18Commit volume — 1,575 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,575
human_commit_share—
days_since_last_push0
active_weeks_last_year20

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 2 days ago
27/27Release cadence — a release every ~3.1 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv0.50.7
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases3.1

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

40At risk · 18% of overall

Popularity & adoption

32At risk
How it's scored
26.7/60Stars — 45 stars
5/25Forks — 5 forks
0/15Watchers — 0 watchers
Inputs used
forks5
stars45
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

50Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (AGPL-3.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

48At risk · 24% of overall

Maintainer resilience (bus factor)

16Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.4/22.5Commit distribution — top contributor authored 98% of commits
6.8/13.5Contributor breadth — 5 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled5
top_contributor_share0.983

Issue & PR responsiveness

69Moderate
How it's scored
31.8/46.8Issue resolution — 68% of issues closed
34.6/38.3PR acceptance — 398/440 decided PRs merged
3/15OpenSSF Scorecard: Code-Review — Found 4/17 approved changesets -- score normalized to 2
Inputs used
merged_prs398
open_issues99
closed_issues210
issue_closed_ratio0.68
closed_unmerged_prs42

Ownership & stewardship

66Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
22.1/25Owner reach — 1,186 followers of CherryHQ
13.9/25Track record — 27 public repos, account ~1 yr old
Inputs used
followers1,186
owner_typeOrganization
is_verified—
owner_loginCherryHQ
public_repos27
account_age_days616

Engineering Quality

Are baseline engineering and documentation practices in place?

96Excellent · 20% of overall

Engineering practices

94Excellent
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 16 out of 16 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://stella.cherryai.com
10/10Repository description
10/10Topics — 20 topics
10/10Wiki
Inputs used
topicsai-assistant, cli, context-management, feishu-bot, golang, llm, personal-assistant, qqbot, self-hosted, sqlite, telegram-bot, ai-agent, ai-partner, mcp, memory, multi-agent, multi-user, sandbox, scheduler, wechat-bot
has_wikiyes
homepagehttps://stella.cherryai.com
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

44At risk · 16% of overall

Security posture

44At risk
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 16 out of 16 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 4/17 approved changesets -- score normalized to 2
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 31 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.4

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

82Good · 0% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, api/AGENTS.md, api/CLAUDE.md, internal/server/AGENTS.md, internal/server/CLAUDE.md, web/AGENTS.md, web/CLAUDE.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share—
agent_instruction_filesAGENTS.md, CLAUDE.md, api/AGENTS.md, api/CLAUDE.md, internal/server/AGENTS.md, internal/server/CLAUDE.md, web/AGENTS.md, web/CLAUDE.md
agent_instruction_max_bytes6,707
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

88Excellent
How it's scored
18/18One-command bootstrap — mise.toml
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — web/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, pnpm-lock.yaml
has_dockerfileyes
typed_languageyes
bootstrap_filesmise.toml
has_devcontainerno
has_linter_configyes
typecheck_configsweb/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

100Excellent
How it's scored
45/45Type-checkable code — Go (statically typed)
54.9/55Manageable file sizes — 4/1,545 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes176,901
source_files_sampled1,545
oversized_source_files4

Machine-readable interfaces

60Moderate
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — api/spec/openapi.yaml
20/20MCP server
0/40Runnable examples
Inputs used
example_dirs—
has_mcp_signalyes
api_schema_filesapi/spec/openapi.yaml

Key facts

45GitHub stars
5contributors
1,575commits, last 12 months
0days since last push
100releases
1bus factor
99open issues
Go, npmpackage ecosystems

Data collection warnings

  • Could not fetch go package 'github.com/CherryHQ/stella' from its registry

More detail

OpenSSF Scorecard 4.4 / 10
4.4aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-18 11:23 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests16 out of 16 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 4/17 approved changesets -- score normalized to 2
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities31 existing vulnerabilities detected
Direct dependencies 88
RegistryPackageVersion constraintManifest
Gofilippo.io/agev1.3.1go.mod
Gogithub.com/Mad-Pixels/goldmark-tgmdv0.0.10go.mod
Gogithub.com/anthropics/anthropic-sdk-gov1.26.0go.mod
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All dependencies 859

Full resolved dependency set from the GitHub dependency graph: 88 direct and 771 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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        "description": "Is the project alive — is code being written and are releases shipping?"
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        "metrics": [
          {
            "key": "popularity",
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            "notes": [],
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                "max_points": 60
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              {
                "key": "forks",
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              {
                "key": "watchers",
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          },
          {
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            "notes": [],
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                  {
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                  {
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              {
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      {
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                "key": "commit_distribution",
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                "key": "openssf_scorecard_contributors",
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            ]
          },
          {
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              "closed_unmerged_prs": 42
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                "key": "issue_resolution",
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                      "share": 68
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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            ]
          },
          {
            "key": "stewardship",
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            "notes": [],
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              "followers": 1186,
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              "is_verified": null,
              "owner_login": "CherryHQ",
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            "components": [
              {
                "key": "ownership_backing",
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                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "max_points": 20
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              {
                "key": "owner_reach",
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                ],
                "max_points": 25
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              {
                "key": "track_record",
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                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
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                ],
                "max_points": 25
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
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        "weight": 0.2,
        "metrics": [
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                "key": "ci_workflows",
                "name": "CI workflows",
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                    "code": "ci_workflows",
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                "max_points": 24
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              {
                "key": "tests_present",
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              {
                "key": "linter_config",
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                "points": 16,
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                "max_points": 16
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              {
                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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                "status": "missed",
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              {
                "key": "openssf_scorecard_ci_tests",
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            ]
          },
          {
            "key": "documentation",
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            "inputs": {
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                "llm",
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                "multi-user",
                "sandbox",
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                "wechat-bot"
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            "components": [
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                "name": "README",
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
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              {
                "key": "documentation_homepage_site",
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                "key": "topics",
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                "status": "met",
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                ],
                "max_points": 10
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              {
                "key": "wiki",
                "name": "Wiki",
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
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                "key": "binary_artifacts",
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                "key": "branch_protection",
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                "key": "ci_tests",
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
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                "key": "code_review",
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
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                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
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              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
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                "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",
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                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
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                "status": "missed",
                "details": [],
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              },
              {
                "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": "Project has not signed or included provenance with any releases.",
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                "status": "missed",
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                "max_points": 7.5
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              {
                "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": "31 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
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                "max_points": 7.5
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
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            "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": {}
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            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
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                "Russia",
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              "review_only_matches": 0,
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            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "params": {}
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 82,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 75,
            "inputs": {
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              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md",
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                "api/AGENTS.md",
                "api/CLAUDE.md",
                "internal/server/AGENTS.md",
                "internal/server/CLAUDE.md",
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                "web/CLAUDE.md"
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              "agent_instruction_max_bytes": 6707
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, api/AGENTS.md, api/CLAUDE.md, internal/server/AGENTS.md, internal/server/CLAUDE.md, web/AGENTS.md, web/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, api/AGENTS.md, api/CLAUDE.md, internal/server/AGENTS.md, internal/server/CLAUDE.md, web/AGENTS.md, web/CLAUDE.md"
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
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            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 88,
            "inputs": {
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              "has_dockerfile": true,
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              "has_devcontainer": false,
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              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "mise.toml",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                  }
                ],
                "max_points": 18
              },
              {
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        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
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  "license_spdx": "AGPL-3.0"
}

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.12.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics.