Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-24 04:52 UTC

CherryHQ / stella

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

Go · TypeScriptAGPL-3.0★ 45 stars⑂ 6 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

CherryHQ/stella holds a health index of 66 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.

66
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.

66
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
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
1,190 followers27 public repossince Nov 2024

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/CherryHQ/stellav0.60.1-1122 days ago

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
14.5/36Commit cadence — 21/52 weeks with commits
18/18Commit volume — 1,584 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,584
human_commit_share1
days_since_last_push0
active_weeks_last_year21

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 ~3.2 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv0.60.1
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases3.2

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
5.8/25Forks — 6 forks
0/15Watchers — 0 watchers
Inputs used
forks6
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?

59Moderate · 24% of overall

Maintainer resilience (bus factor)

16Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.3/22.5Commit distribution — top contributor authored 99% 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_share0.987

Issue & PR responsiveness

69Moderate
How it's scored
31.5/46.8Issue resolution — 67% of issues closed
34.7/38.3PR acceptance — 405/447 decided PRs merged
3/15OpenSSF Scorecard: Code-Review — Found 5/17 approved changesets -- score normalized to 2
Inputs used
merged_prs405
open_issues106
closed_issues218
issue_closed_ratio0.673
closed_unmerged_prs42

Ownership & stewardship

66Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
22.1/25Owner reach — 1,190 followers of CherryHQ
13.9/25Track record — 27 public repos, account ~1 yr old
Inputs used
followers1,190
owner_typeOrganization
is_verified—
owner_loginCherryHQ
public_repos27
account_age_days622

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 2 days ago
20/20Version history — 112 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/CherryHQ/stella
ecosystemsgo
any_deprecatedno
min_days_since_publish2

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 — 14 out of 14 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?

45At 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 — 14 out of 14 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 5/17 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 26 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 — 46 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.4

Dependency advisories

48At risk
How it's scored
4.4/35Direct dependencies free of known advisories — 6 affected: golang.org/x/crypto v0.50.0 (critical 10.0), github.com/modelcontextprotocol/go-sdk v1.3.1 (high 8.1), golang.org/x/net v0.53.0 (moderate 6.5), +3 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
31.3/40No advisories left outstanding — 2 advisory-carrying package(s) unaddressed past 90 days; oldest published 126 days ago
Inputs used
sourceosv
advisories64
affected_packages13
assessed_packages859
unassessed_packages0
affected_by_severitycritical 2, high 4, moderate 1, low 2, unknown 4
direct_affected_packages6
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 859 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

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

79Good · 0% of overall

Agent context & guidance

79Good
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)
34.1/40Legible commit history — 64 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.64
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

Verify loop (build / test / typecheck)

78Good
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
6/10Demonstrated agent practice — 3 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
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_share0.03
toolchain_manifestsgo.mod
dependency_bot_commit_share0

Code legibility for models

100Excellent
How it's scored
45/45Type-checkable code — Go (statically typed)
54.9/55Manageable file sizes — 4/1,540 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes177,056
source_files_sampled1,540
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
1,584commits, last 12 months
0days since last push
100releases
1bus factor
106open issues
Go, npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 6 ⇿
0Stars
6Forks
71Releases

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.

123456612026-052026-062026-07
Major 0Minor 30Patch 41
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 · 2026-07-24 04:51 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests14 out of 14 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 5/17 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 26 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
0Vulnerabilities46 existing vulnerabilities detected
Direct dependencies 88
RegistryPackageVersion constraintManifest
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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.

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Dependency advisories 13

This repository publishes no package the index resolves, so its own dependency graph was assessed — 859 packages, which also include development and test pins that never ship: 13 carry known advisories, of which 6 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
golang.org/x/cryptov0.50.0directcritical270.52.0
google.golang.org/grpcv1.80.0indirectcritical11.82.1
github.com/modelcontextprotocol/go-sdkv1.3.1directhigh61.4.1
js-yaml4.2.0indirecthigh14.3.0
next16.2.6indirecthigh916.2.11
sharp0.34.5indirecthigh10.35.0
golang.org/x/netv0.53.0directmoderate80.56.0
dompurify3.4.10indirectlow23.4.12
github.com/oapi-codegen/oapi-codegen/v2v2.7.0indirectlow22.7.1
github.com/yuin/goldmarkv1.7.13directunknown11.7.17
golang.org/x/imagev0.41.0directunknown40.43.0
golang.org/x/sysv0.43.0directunknown10.44.0
golang.org/x/textv0.37.0indirectunknown10.39.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
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          "body": "* ♻️ refactor(authz): remove custom policy persistence\n\n* ♻️ refactor(authz): make agent access domain-owned\n\n* ♻️ refactor(authz): make session access domain-owned\n\nMove internal/agent/session/access off the generic authz.Authorizer /\nEvaluation / policy-request machinery. Session and Workspace dec\n[…]\nn domain-owned authorization\n\n* 🧪 test(workflow): use a valid frozen plan fixture\n\n* 🔒 fix(authz): keep bearer authorities non-admin\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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          "body": "* 🔐 refactor(controlplane): enforce unified control-plane authorization\n\nCut the deployment control-plane HTTP handlers (providers, settings,\nplugins, channels) off the legacy requireAdmin gate and direct config.Store\n/credential-service persistence onto a new internal/controlplane domain\nservice. E\n[…]\n single-tenant positioning\n\n* ♻️ refactor: simplify channel ingress and bindings\n\n* ♻️ refactor: narrow control-plane policy surface\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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          "body": "Close #711.",
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          "body": "Close #710.",
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          "headline": "🔐 refactor: enforce execution-domain authorization (#717)",
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          "headline": "Merge pull request #716 from CherryHQ/refactor/709-core-agent-vertical",
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          "body": "Serialize asset authority transitions, reject destructive moves, and confine workspace I/O with os.Root. Route channel compaction through Session execute policy, preserve authorization-aware pagination cursors, and remove the unused AgentAccess bind.",
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          "headline": "Merge pull request #715 from CherryHQ/refactor/708-runtime-composition",
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          "headline": "Merge pull request #714 from CherryHQ/refactor/707-unified-authorizat…",
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          "body": "…ation\n\n🏗️ refactor: establish architecture migration foundation",
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          "headline": "Merge pull request #713 from CherryHQ/refactor/706-architecture-found…",
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          "headline": "🐛 fix(reflect): exclude group sessions from private review",
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          "headline": "⚙️ refactor(config): load login config at startup boundary",
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          "headline": "🔐 test(authz): shadow agent decisions safely",
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          "headline": "🧪 test(architecture): freeze migration boundary debt",
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        {
          "oid": "54c1bad8dde36039e855287533aee9d18aded15b",
          "body": "* ✨ feat(deploy): production Helm chart for Kubernetes\n\nSingle-replica (Recreate) chart with external-Postgres + PVC-backed\nSTELLA_HOME, health probes, two-phase graceful drain, and hard render-time\ngates: replicaCount=1, required baseURL/existingSecret/sandbox.backend,\nsandbox=none confirmation, an\n[…]\nmatch the shipped\nrelease. Add a Release Flow step to set Chart.appVersion to the release tag and\nbump the chart's own version when it changed, and include Chart.yaml in the\nrelease commit.\n\nRefs #480",
          "is_bot": false,
          "headline": "✨ feat(deploy): production Helm chart for Kubernetes (#704)",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-11T12:40:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b91ad500d63af7f75ad6c464c19d50771ac9c72a",
          "body": "* ♻️ refactor(config): unified ServerConfig model + server startup boundary (#701)\n\nIntroduce github.com/caarlos0/env/v11 and a boot-time-static ServerConfig\nparsed once at the server startup boundary. PR1 of the env-config unification\n(issue #701); consumer packages migrate in PR2.\n\n- ServerConfig \n[…]\n\n  sandbox_env.go, ModelTier consts folded into snapshot.go, and doc.go\n  documents the two groups. Tests split to match.\n\nRefs #701\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "♻️ refactor(config): unify env handling with caarlos0/env (#702)",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-11T10:00:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9697fb5c8e792d22b061a7268c2ca6d16f2f8203",
          "body": "* ✨ feat(deploy): strict deployment mode — require external PostgreSQL and public base URL\n\nSTELLA_STRICT_DEPLOYMENT=1 marks a managed deployment (k8s and similar)\nand turns local-only fallbacks into fast startup errors:\n\n- refuse the embedded PostgreSQL cluster; STELLA_DATABASE_URL becomes\n  mandat\n[…]\nfrom endpoints when termination begins, and a preStop sleep delays\nSIGTERM until routing converges. Document that instead of carrying an\nenv var, a sleep step, and an abortable-wait path in the drain.",
          "is_bot": false,
          "headline": "✨ feat(deploy): k8s probes and two-phase graceful shutdown (#700)",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-11T08:13:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a0647bcac428ee2474270ae998a6c9a9d6fa125f",
          "body": "…t URL hardening (#699)\n\n* ✨ feat(deploy): strict deployment mode — require external PostgreSQL and public base URL\n\nSTELLA_STRICT_DEPLOYMENT=1 marks a managed deployment (k8s and similar)\nand turns local-only fallbacks into fast startup errors:\n\n- refuse the embedded PostgreSQL cluster; STELLA_DATA\n[…]\ny proposed — now\nbaked into the Docker image via ENV so every container (compose, k8s)\nfails fast with zero operator action; =0 deliberately opts back in for\na single container on a persistent volume.",
          "is_bot": false,
          "headline": "✨ feat(deploy): require external PostgreSQL in containers + deploymen…",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-11T07:39:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "92f8cd22c56b28f9b886626ddece8c0886a2ed0d",
          "body": "… (#691)\n\n* ✨ feat(channel): add user_id binding to channel model (#689)\n\nPhase 1 of the inbound webhook channel. Adds a nullable user_id FK on the\nchannel table so a webhook instance can pin the user its PAT caller must\nmatch; other channel types leave it NULL. Threads user_id through sqlc,\nconfig.\n[…]\necords.\n- Add webhook to the README channel tables (EN/ZH) and a webhook section\n  to the stella skill's channels reference.\n\nReview CR-004, CR-005, CR-008, CR-012, CR-013, CR-018 (PR #691). Refs #689",
          "is_bot": false,
          "headline": "✨ feat(channel): inbound-only webhook channel for automation triggers…",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-11T05:45:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fd2e8863da74376e7cb85f7c0b03af0ef29bcca2",
          "body": "* test(reflect): follow up 531 532 e2e validation\n\n* docs(reflect): colocate e2e eval report with run output\n\n* fix(reflect): harden relation and coverage normalization\n\n---------\n\nCo-authored-by: Donmagelas <Donmagelas@gmail.com>",
          "is_bot": false,
          "headline": "fix(reflect): harden 531/532 validation follow-up (#687)",
          "author_name": "Donmagelas",
          "author_login": "Donmagelas",
          "committed_at": "2026-07-11T03:42:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfd161799bec9796fce51356b2629b1ae42a2e6d",
          "body": "* ✨ feat(reflect): add usage curator\n\n* fix(reflect): harden usage curator review fixes\n\n* fix(reflect): wire usage curator hardening\n\n* feat(reflect): add usage curator restore\n\n* fix(reflect): simplify forgotten restore payloads\n\n* fix(reflect): harden usage curator restore paths\n\n* fix(reflect): harden curator runtime and scheduling\n\n---------\n\nCo-authored-by: Donmagelas <Donmagelas@gmail.com>",
          "is_bot": false,
          "headline": "feat(reflect): add usage curator (#683)",
          "author_name": "Donmagelas",
          "author_login": "Donmagelas",
          "committed_at": "2026-07-10T07:46:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70bbaa7e115f83cb53fc71e5fbe8e97839fa29f4",
          "body": "…ient delivery (#694)\n\n* ✨ feat(vault): collapse secrets to one concept — scope, automatic ambient delivery (#693)\n\nVault secrets are now name + value + scope, nothing else. Delivery is fully\nautomatic: a user secret is ambient in the sandbox env of the sessions its scope\nmakes visible, keyed by nam\n[…]\nore bash output redaction tests (stdout/exit-code/exec-error paths,\n  longest-first ordering, nil-safety) — redaction is now the only guard between\n  ambient decrypted secrets and model-visible output",
          "is_bot": false,
          "headline": "✨ feat(vault): collapse secrets to one concept — scope, automatic amb…",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-09T07:51:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "29ddbaaa31a6fab603d223ae0a8b244019db5b17",
          "body": "* fix(reflect): backfill legacy reflect fact provenance\n\n* fix(reflect): tighten legacy provenance backfill\n\n---------\n\nCo-authored-by: Donmagelas <Donmagelas@gmail.com>",
          "is_bot": false,
          "headline": "fix(reflect): backfill legacy Reflect fact provenance (#682)",
          "author_name": "Donmagelas",
          "author_login": "Donmagelas",
          "committed_at": "2026-07-09T03:27:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79d87fd123d653078c4ecb2c6ec316c37c7e9303",
          "body": "…ct agent secrets (#688)\n\nBring tool_override up to parity with the mcp/vault scope model and fix the\nvault dialog's two conflicting Agent selectors.\n\n- tool_override: PATCH /api/agents/{id}/tools/{tool} now takes a `scope`\n  (user/user_agent/system/system_agent). Writes route through the shared,\n  \n[…]\n cleared on save. Eliminates the\n  scoped-to-A / injected-into-B contradiction. Global scopes keep the controls.\n- tools UI: one scope selector per Tools tab, system scopes gated to admins.\n\nRefs #686",
          "is_bot": false,
          "headline": "✨ feat(scopes): complete 4-scope model for tool overrides + auto-inje…",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-09T02:03:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d741786aa50a1e61b14b6d30cd8af892dd408786",
          "body": "* 📝 docs(rules): capture recurring review bug patterns, absorb CLAUDE.md details (#690)\n\n- new go-patterns.md: off-lock happens-before (#669), ungated redaction (#670),\n  no-replace file install (#675); added to docs nav\n- schema-design.md: CASCADE-on-history + self-deleting parents wipes runs (#636\n[…]\nlisted in development/meta.json (grouped by domain), with YAML\nfrontmatter titles instead of duplicate H1s, matching the already-navigated\nrules. doc-style.md records the frontmatter-title convention.",
          "is_bot": false,
          "headline": "📝 docs: optimize CLAUDE.md and rules for agent efficiency (#692)",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-08T11:55:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0769ca354ae1a2706c80ea24c329f11df17c67fb",
          "body": "The session Inspector's tool rows expanded to only {source, enabled,\norigin} — never what a tool actually accepts. Add an optional input_schema\nto AgentTool, populated from Definition().InputSchema for core and builtin\ntools (goal/scheduler/workflow/vault/oauth/share/recally/email/memory);\nplugin tools are not built here and MCP schemas live remotely, so those\nstay unset and the row shows a \"no schema\" note. Render the schema as\npretty JSON in the expanded Inspector row.\n\nRefs #684",
          "is_bot": false,
          "headline": "✨ feat(inspector): show tool input schema for inspection (#685)",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-08T09:35:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ec6e577eb31dd4c593307e9b14cb3e6c3b715cc",
          "body": "… skill read (#681)\n\n* 🐛 fix(anthropic): preserve oneOf and required in tool schema\n\nconvertTools rebuilt each tool's input schema from only top-level\nproperties, dropping the oneOf composition that carries per-action\nparameters. Multi-action tools (goal, scheduler, workflow, ...) thus\nreached Claud\n[…]\ngs in references/goals.md, which the model\nreads once triggered. Keep only the pre-load trigger phrases + the pointer\nto read goals.md, and the carve-out that creating a goal needs no read.\n\nRefs #680",
          "is_bot": false,
          "headline": "🐛 fix(anthropic): tool schema drops oneOf + required; over-eager goal…",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-08T09:10:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fb0a1c291a2cfe77dd77e93febf2377cb4050561",
          "body": "…lad (#658) (#659)\n\n* ✨ feat(recally): add feed entry agent actions\n\n* ✨ feat(goal): expose capability tools to workers\n\nGoal workers still exclude the control-plane tools (goal, scheduler, workflow) to avoid recursion and self-scheduling, but now keep capability tools available in native sessions.\\\n[…]\n* 🧹 chore: sweep retired CLI references\n\nFixes CR-003, CR-010, CR-011, and CR-015 from the PR #659 review.\n\n* 🧹 chore: refresh stale protocol comments\n\nFixes CR-004 and CR-014 from the PR #659 review.",
          "is_bot": false,
          "headline": "🔥 feat: retire the stella CLI — tools-only agents, single-binary stel…",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-08T04:10:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9e65655ddc34f7a452af6e37fcd3891bf872746a",
          "body": "* ✨ feat(config,recally): move fetched-models cache to PG; eager-backfill legacy article bodies\n\nTwo pod-local-disk holes from the #649 audit:\n\n- The fetched-models cache lived in $STELLA_HOME/cache/models.json, so an\n  admin fetch on one replica was invisible to the rest and died with the\n  pod. Ne\n[…]\n of recally.NewService (built from the stellaHome\nalready passed in), so the files parameter disappears from both\nrecally.NewService and share.NewService, and the constructor is\nunexported.\n\nRefs #649",
          "is_bot": false,
          "headline": "✨ feat: retire remaining pod-local durable state (#649 phase 4) (#675)",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-08T01:53:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "702543be61c30938a92cf454fff9dd16a2794817",
          "body": "…(#671)\n\n* ♻️ refactor: generalize sandbox mount plan\n\n* 🧹 chore(sandbox): drop dead STELLA_HOME mount helpers orphaned by mount-plan refactor",
          "is_bot": false,
          "headline": "♻️ refactor(sandbox): generic MountPlan + single shared PathResolver …",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-07T10:08:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ca6c0ed7f97a9da95a89cb19af71471c5afde38",
          "body": "…ets in bash output (#670)\n\n* 🔒 fix: harden sandbox secret isolation\n\n* 🔒 fix(sandbox): redact scoped/oauth tokens and order redaction longest-first\n\n* 🔒 fix(sandbox): redact scoped token for groups, on refresh, and after session recreation",
          "is_bot": false,
          "headline": "🔒 fix(sandbox): bwrap namespace isolation + redact session vault secr…",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-07T09:54:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f2ca6dd84439625b9094c7e08c264fbdc93fc2ce",
          "body": "…losed tool cache, startup singleflight, volume GC (#669)\n\n* 🐛 fix: harden docker sandbox lifecycle\n\n* 🔒 fix(sandbox): release docker session lock before Stop; detach start-failure cleanup ctx\n\n* 🐛 fix(sandbox): per-Client docker image memo; bound liveness poll; note GC race\n\n* 🔒 fix(sandbox): only close winner closes done\n\nInvalidate the per-client docker image-ready memo and retry container create once when Docker reports the memoized image is missing.",
          "is_bot": false,
          "headline": "🧹 fix(sandbox/docker): lifecycle & scalability — leak cleanup, fail-c…",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-07T09:46:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "333269a9923615eb85d737b962c29b9d7a31b858",
          "body": "* ✨ feat(blob): S3-backed durable mirror for user asset files\n\nUploads and channel attachments previously lived only on pod-local disk\nunder $STELLA_HOME, so a rescheduled k8s pod lost them. This adds\ninternal/blob: a minimal Store interface (Put/Open/Delete, keys are\nSTELLA_HOME-relative slash path\n[…]\ne, so MkdirAll now runs only after a successful read.\n- Partial-config detection covers all six STELLA_BLOB_S3_* vars:\n  region- or use-ssl-only no longer boots with mirroring silently off.\n\nRefs #649",
          "is_bot": false,
          "headline": "✨ feat(blob): S3-backed durable mirror for user asset files (#673)",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-07T09:11:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "23ea1358db1d343df85173704c51eb8b8e708a24",
          "body": "* 🐛 fix(skills): refresh DB skill disk mirror on every load\n\nService.Resolve returns Dir:\"\" for DB rows, so every skills load enters\nthe lazy-materialize branch — but dbSkillDirReady treated \"SKILL.md\nexists\" as fresh, so a replica whose disk copy predates another\nreplica's DB write kept serving sta\n[…]\npkg/sandbox's bypass guard string-matches internal/skills/tool.go for\nstat helpers (comments included); the stale-mirror fallback now probes\nSKILL.md by opening it, as the removed readiness check did.",
          "is_bot": false,
          "headline": "🐛 fix(skills): refresh DB skill disk mirror on every load (#666)",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-07T06:39:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ecaf08662d10e7da992e726c5d0fb18bef9077f9",
          "body": "* ✨ feat(recally): store article bodies in PostgreSQL\n\nArticle bodies lived only as markdown under $STELLA_HOME/library while\nthe DB kept metadata plus a file_path pointer — on k8s the row survives\npod loss but the body does not, and another replica never sees the file.\nBodies now live in recally_ar\n[…]\n; and GET ?include=content returned 200 on genuine DB errors (now\n500, while a missing mirror file reads as no content rather than an\nerror). Metadata-only updates no longer create empty content rows.",
          "is_bot": false,
          "headline": "✨ feat(recally): store article bodies in PostgreSQL (#667)",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-07T06:22:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "62e44cecbefe8ce9034f2c42bb744a7045210c89",
          "body": "* refactor(reflect): rename review candidate to target\n\n* feat(reflect): add per-line review watermarks\n\n* feat(reflect): add bounded review units\n\n* feat(reflect): add candidate host gates\n\n* feat(reflect): validate capture tool output\n\n* feat(reflect): add fact candidate evaluation\n\n* feat(reflect\n[…]\n): add issue 532 eval report\n\n* feat(reflect): reconcile related memory candidates\n\n* fix(reflect): address reconciliation review feedback\n\n---------\n\nCo-authored-by: Donmagelas <Donmagelas@gmail.com>",
          "is_bot": false,
          "headline": "feat(reflect): add related discovery and reconciliation (#661)",
          "author_name": "Donmagelas",
          "author_login": "Donmagelas",
          "committed_at": "2026-07-07T06:21:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8f936f1d1ec6ce0911249e68970e55e3f0b72575",
          "body": "…its (#668)\n\nThe read/write/edit file tools run in-process (os.ReadFile), not inside\nthe sandbox — so their only isolation boundary is the backend\nResolvePath/ResolveWritePath check. read skipped it whenever a projectRoot\nwas set (resolveToolPath returned ResolveProjectPath's output directly),\nletti\n[…]\ns don't orphan.\n\nDeferred hardening tracked in #663 (bwrap namespaces/seccomp, Seatbelt\nreads, env-secret redaction), #664 (Policy->MountPlan refactor),\n#665 (docker lifecycle/scalability).\n\nRefs #662",
          "is_bot": false,
          "headline": "🔒 fix(sandbox): close read-tool path bypass + harden docker/bwrap lim…",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-07T05:52:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2765a92569fed600c6f03eb963805f5bf8654ab0",
          "body": "* refactor(reflect): rename review candidate to target\n\n* feat(reflect): add per-line review watermarks\n\n* feat(reflect): add bounded review units\n\n* feat(reflect): add candidate host gates\n\n* feat(reflect): validate capture tool output\n\n* feat(reflect): add fact candidate evaluation\n\n* feat(reflect\n[…]\nt\n\n* docs(reflect): add issue 532 eval report\n\n* test(reflect): add eval harness retries\n\n* fix(reflect): tune candidate prompt boundaries\n\n---------\n\nCo-authored-by: Donmagelas <Donmagelas@gmail.com>",
          "is_bot": false,
          "headline": "feat(reflect): add structured candidate review pipeline (#618)",
          "author_name": "Donmagelas",
          "author_login": "Donmagelas",
          "committed_at": "2026-07-07T01:58:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "06f8025cfe0ec25016d509e316dcdad095003992",
          "body": "* ✨ feat(workflow): native workflow agent tool + stellad vault keygen (#655)\n\nClose the two preconditions for retiring the agent-facing stella CLI:\n\n- workflow was the last capability whose agent path was CLI-only. It now\n  follows the seven-domain pattern: x-agent-tool annotations on the\n  existing\n[…]\ntained gofmt file list in the generate task was the recurring\nmerge-conflict and sh-compat hotspot, and .golangci.yml already excludes\n*gen.go from formatters. Verified regeneration is byte-identical.",
          "is_bot": false,
          "headline": "feat(workflow): native workflow agent tool + stellad vault keygen (#657)",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-04T14:59:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fa0cbb0039e29e19dd9b951416c84c15d250f9ef",
          "body": "* ♻️ refactor(auth): rename credentials→connections, oauth→oidc (#654)\n\nThe auth cluster's real axis is inbound (who calls stella) vs outbound\n(stella connects out for the user), but two outbound/inbound packages\nwere distinguished only by grammatical number:\n\n- internal/credentials (outbound: the u\n[…]\nchanged;\ntoolgen mapping updated and regeneration is idempotent.\n\nPure rename; zero behavior change.\n\nCloses #654\n\n* 📝 docs(design): update oauth store path after credentials→connections rename (#654)",
          "is_bot": false,
          "headline": "refactor(auth): rename credentials→connections, oauth→oidc (#656)",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-04T14:52:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0a0578e4c996d44600592140ec3444e0deb02ba1",
          "body": "… for goal/scheduler/vault/oauth/share/recally/email (#630) (#632)\n\n* ✨ feat(toolctx): push goal/scheduler authorization into the service layer (#630 P1)\n\nPhase A of the Agent Capability Plane (#630): introduce internal/toolctx\n(runtime Identity + not-found/forbidden/unauthenticated sentinels), add\n\n[…]\n file ops via shell,\n  contradicting the file-tools rule; now it owns the fd/rg preference\n  and the secrets discipline\n\n129 -> 98 lines; Filesystem/Memories sections and all dynamic blocks\nunchanged.",
          "is_bot": false,
          "headline": "✨ feat(tools): Agent Capability Plane P1–P3 — native ctx-scoped tools…",
          "author_name": "LiuVaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-04T14:08:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "be4dedc5dba5ba7bcfb217ec246c79f1a85362b2",
          "body": "auth.NewTokenService stopped depending on the vault in #651 Phase 1c,\nbut tokenSvc was still created inside the STELLA_VAULT_KEY success\nbranch, so deployments without a vault key silently lost scoped\nSTELLA_TOKEN injection. Wire it unconditionally.",
          "is_bot": false,
          "headline": "🐛 fix(gateway): issue scoped session tokens without the vault",
          "author_name": "Vaayne",
          "author_login": "vaayne",
          "committed_at": "2026-07-04T09:09:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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            "band": "at_risk",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 859 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 859
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 48,
            "inputs": {
              "source": "osv",
              "advisories": 64,
              "affected_packages": 13,
              "assessed_packages": 859,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 2, high 4, moderate 1, low 2, unknown 4",
              "direct_affected_packages": 6
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "6 affected: golang.org/x/crypto v0.50.0 (critical 10.0), github.com/modelcontextprotocol/go-sdk v1.3.1 (high 8.1), golang.org/x/net v0.53.0 (moderate 6.5), +3 more",
                "points": 4.4,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 6,
                      "packages": "golang.org/x/crypto v0.50.0 (critical 10.0), github.com/modelcontextprotocol/go-sdk v1.3.1 (high 8.1), golang.org/x/net v0.53.0 (moderate 6.5)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "2 advisory-carrying package(s) unaddressed past 90 days; oldest published 126 days ago",
                "points": 31.3,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 2,
                      "oldest": 126
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 859,
              "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": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "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": 79,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.64,
              "agent_instruction_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"
              ],
              "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"
                    }
                  }
                ],
                "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": "64 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 34.1,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 64,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "pnpm-lock.yaml"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "mise.toml"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "web/tsconfig.json"
              ],
              "agent_commit_share": 0.03,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "mise.toml",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "mise.toml"
                    }
                  }
                ],
                "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": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "web/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "web/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": "3 of the last 100 commits agent-authored or agent-credited",
                "points": 6,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 3,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 177056,
              "source_files_sampled": 1540,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/1540 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1540,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": true,
              "api_schema_files": [
                "api/spec/openapi.yaml"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "api/spec/openapi.yaml",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "api/spec/openapi.yaml"
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T04:52:10.134121Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/CherryHQ/stella.svg",
  "full_name": "CherryHQ/stella",
  "license_state": "standard",
  "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 v0.27.0 — full methodology · metrics wiki.

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