Public recordGood
Software health reportschema 0.27.0 · metrics 2.5.0 · 2026-07-30 13:48 UTC
a-novel-kit / stack
Development tools backing a-novel and a-novel-kit. Home of the a-novel CLI and AI skills.
a-novel-kit/stack holds a health index of 73 out of 100, placing it in the Good band. It scores highest on Vitality (84/100) and lowest on Community & Adoption (43/100). It was last updated today. A single contributor accounts for most of its recent work.
73
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
73
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
The weighted overall 64 is calibrated to 73 on the published index scale (record calibration 2026-08-02).
Ownership
A-Novel KitOrganization
1 follower7 public repossince Nov 2024
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/a-novel-kit/stack/cli | v1.9.1 | - | 45 | 5 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
84
Development activity
74Good
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 9.7/36 | Commit cadence — 14/52 weeks with commits |
| 18/18 | Commit volume — 385 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 29 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 385 |
| human_commit_share | 0.52 |
| days_since_last_push | 0 |
| active_weeks_last_year | 14 |
Release discipline
100Exceptional
How it's scored
| 27/27 | Ships releases — 45 releases published |
| 36/36 | Release recency — latest release 5 days ago |
| 27/27 | Release cadence — a release every ~0.5 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 45 |
| latest_release_tag | v1.9.1 |
| releases_from_tags | no |
| days_since_latest_release | 5 |
| mean_days_between_releases | 0.5 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
43
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 1 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 1 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | — |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| readme_badge_services | — |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
56
Maintainer resilience (bus factor)
20At Risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
How it's scored
| 38/42 | Issue resolution — 90% of issues closed |
| 29.1/30 | PR acceptance — 293/302 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/15 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 293 |
| open_issues | 5 |
| closed_issues | 47 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.904 |
| closed_unmerged_prs | 9 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
Ownership & stewardship
42Weak
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 2.2/25 | Owner reach — 1 followers of a-novel-kit |
| 10/25 | Track record — 7 public repos, account ~1 yr old |
Inputs used
| followers | 1 |
| owner_type | Organization |
| is_verified | — |
| owner_login | a-novel-kit |
| public_repos | 7 |
| account_age_days | 629 |
Package maintenance
100Exceptional
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 5 days ago |
| 20/20 | Version history — 45 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/a-novel-kit/stack/cli |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 5 |
Engineering Quality
Are baseline engineering and documentation practices in place?
70
Engineering practices
84Excellent
How it's scored
| 24/24 | CI workflows — 13 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yaml |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 27 out of 27 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
50Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 9 topics |
| 0/10 | Wiki |
Inputs used
| topics | agent-skills, agora-storyverse, ai-agents, claude-code, cli, developer-tools, go, golang, monorepo |
| has_wiki | no |
| homepage | — |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
62
Security posture
62Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 6/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 27 out of 27 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/15 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 29 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 1/5 | SAST — SAST tool is not run on all commits -- score normalized to 2 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 3/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 2.2/7.5 | Vulnerabilities — 7 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6.2 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
64
Agent context & guidance
40Weak
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 52 of 52 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 12.6/18 | One-command bootstrap — cli/go.mod (toolchain convention, no task runner) |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .golangci.yaml |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 10/10 | Demonstrated agent practice — 29 of the last 100 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum, pnpm-lock.yaml |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0.29 |
| toolchain_manifests | cli/go.mod |
| dependency_bot_commit_share | 0 |
Code legibility for models
100Exceptional
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 54.5/55 | Manageable file sizes — 1/116 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 125,457 |
| source_files_sampled | 116 |
| oversized_source_files | 1 |
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — cli/proto/anovel/v1/core.proto |
| 0/20 | MCP server |
| 0/40 | Runnable examples |
Inputs used
| example_dirs | — |
| has_mcp_signal | no |
| api_schema_files | cli/proto/anovel/v1/core.proto |
Key facts
1GitHub stars
1contributors
385commits, last 12 months
0days since last push
45releases
1bus factor
5open issues
Go, npmpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
OpenSSF Scorecard 6.2 / 10
6.2aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 8 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 27 out of 27 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/15 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 29 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 2 | SAST | SAST tool is not run on all commits -- score normalized to 2 |
| 10 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 4 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 3 | Vulnerabilities | 7 existing vulnerabilities detected |
Direct dependencies 11
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | charm.land/bubbles/v2 | v2.1.1 | cli/go.mod |
| Go | charm.land/bubbletea/v2 | v2.0.8 | cli/go.mod |
| Go | charm.land/lipgloss/v2 | v2.0.5 | cli/go.mod |
| Go | connectrpc.com/connect | v1.20.0 | cli/go.mod |
| Go | github.com/charmbracelet/x/term | v0.2.2 | cli/go.mod |
| Go | github.com/klauspost/compress | v1.19.1 | cli/go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | cli/go.mod |
| Go | golang.org/x/mod | v0.38.0 | cli/go.mod |
| Go | golang.org/x/term | v0.45.0 | cli/go.mod |
| Go | google.golang.org/protobuf | v1.36.11 | cli/go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | cli/go.mod |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
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"body": "Go Report Card was sunset in July 2026; write-project-docs and\nwrite-go-kit no longer prescribe its badge.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(skills): drop go-report-card from README badge conventions (#327)",
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"body": "…(#326)\n\n* fix(test): exclude generated packages from the coverage mean, not the run\n\nwithCoverage replaced a Go target's ./... selector with an explicit package\nlist that dropped every path matching /(mocks|test|protogen)/, so those folders\nwould not dilute the reported coverage. But dropping them \n[…]\nmtime empty-from path are unchanged.\n\nCloses #286\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "fix: coverage-selection skip and ambiguous restore (#286, closes it) …",
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"headline": "chore(deps): update dependency a-novel-kit/workflows to v1.23.1 (#325)",
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"body": "The moment a module ships one path-scoped Go test env, every target narrows to\nits own subtree, and a package under no env's path runs nowhere. It appears in\nno target, no --dry-run line and no results table, and the suite reports \"Every\nselected target passed\". Adding pkg/go/client_test.go to a mod\n[…]\ntchAll\nbuilds the uncovered case and fails against the previous goTests.\n\nRefs #286 (item 2; two \"also worth a look\" notes remain)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "fix(detect): run test packages no scoped env covers (#324)",
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"oid": "d326ad9be7bb5429eb56013c534525584e66b6cb",
"body": "…) (#323)\n\n* fix(publish): fail when a stamp pattern matched no references\n\npublish stamp printed \"✓ stamped 0 reference(s)\" and exited 0 when its pattern\nmatched nothing. It runs in prepublish:doc between the version bump and the\nrelease commit, so a pattern that has stopped matching — a README rew\n[…]\niner.go's fallback already exists for.\n\nRefs #286\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "fix: publish stamp and infra-health silent successes (#286 items 3, 6…",
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"headline": "chore(deps): update pnpm to v11.15.1 (#322)",
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"body": "The repo is the home of the async job substrate extracted from\nservice-narrative-engine, per a-novel/.github#218. The whitelist is read at\nruntime, so `a-novel core sync` picks it up with no rebuild, and the a-novel/\nprefix routes the clone into app/.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "chore(workspace): track service-jobs in the sync whitelist (#321)",
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"body": "updated .github/workflows/merge-gate.yaml\nupdated .github/workflows/epic-freeze.yaml\nupdated .github/workflows/approve-pr.yaml\nupdated .github/workflows/derive-status.yaml\nupdated .github/workflows/epic-rollback.yaml\nupdated .github/workflows/release-train.yaml\nupdated .github/workflows/hotfix.yaml\n\nManaged by a-novel repo sync.",
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"headline": "chore(deps): update dependency a-novel-kit/workflows to v1.23.0 (#320)",
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"body": "… tests (#318)\n\n`discover modules` wrapped its whole pipeline in `echo \"$(…)\"`, which discards\nthe inner exit status, so the step could not fail. An empty result reaches\ngotestsum as no package arguments at all, so it falls back to `.` — which in\ncli/ holds no test files. It prints `DONE 0 tests` an\n[…]\nges.\n\nThe same defect and the same fix land in the shared action this step was\ninlined from, a-novel-kit/workflows#357.\n\nRefs #286\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "* fix(runner): adopt an infra session only from running containers\n\n`podman ps -a` lists stopped containers, and adoption marked a service's infra\nsession Up for any of them. EnsureDepsReady short-circuits on an Up session, so\n`run start` skipped bringing infra up and started the target against a da\n[…]\n treats as a running infra container\n\nThe package had no adoption coverage. Both cases fail against the ungated scan,\nwhich read Exited, Stopped and Created containers as an infra session that was\nup.",
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"headline": "fix(runner): adopt an infra session only from running containers (#317)",
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"headline": "chore(deps): update dependency a-novel-kit/workflows to v1.22.0 (#316)",
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"body": "…ill (#315)\n\n* fix(runner): report a failed container stop instead of claiming the kill\n\n`podman stop` failing left the container running while the instance was marked\nterminated and the caller got nil. `run ps` then showed the target gone while\nit still held its name and host ports, and the next `r\n[…]\nhe life of\nthe daemon.\n\n* test(runner): cover the kill path's reporting duties\n\nBoth assertions fail against the previous behaviour: the stop error came back\nnil, and the instance context stayed open.",
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"headline": "fix(runner): report a failed container stop instead of claiming the k…",
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"body": "* docs: trim and refocus code comments\n\n* chore(gen): sync generated protobuf with the swept comments\n\n* docs: drop counterfactuals and simplify sentences\n\n* docs: sweep counterfactuals the earlier passes missed",
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"headline": "docs: trim and refocus code comments (#313)",
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"headline": "chore(deps): update go module directive to v1.26.5 (#312)",
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"headline": "chore(deps): update go module directive to v1.26.5 (#311)",
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"headline": "chore(deps): update dependency a-novel-kit/workflows to v1.20.2 (#310)",
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"oid": "b6034b0a6b8ba80a58ec91e85c5a378704deebc9",
"body": "* fix(ci): manage the cli tool modfiles, each on its own branch\n\nRenovate only matched go.mod, so cli/golangci-lint.mod and\ncli/gotestsum.mod were never updated and the pinned CI toolchain aged\nsilently.\n\nManaging them means the artifact update starts writing their sums, which\nrecords only module-gr\n[…]\ned — the emitted stubs link\ngoogle.golang.org/protobuf, which stays, while buf's own graph does not.\n\nUpdates the write-proto and use-a-novel-cli skills, which still described\nbuf as pinned in go.mod.",
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"body": "…306)\n\n* docs(skills): capture the orphan-issue and board-trap conventions in planning\n\n* docs(skills): record how issue links and answered comments are handled\n\n* docs(skills): record the merge-group, check-naming and stale-lint-cache mechanics\n\n* docs(skills): add the worktree remedy for a shared \n[…]\nce-landing are sentence craft, so they belong in\ndocument-code's Prose economy, which every prose surface already loads. Code\ncomments gain rules they never had; project docs keep only what is theirs.",
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"headline": "docs(skills): fold memory conventions in, then condense the corpus (#…",
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"oid": "3fec82b7fcb965b31930a34556695cea69de22c3",
"body": "* fix(repocfg): stop the coverage gate stalling the merge queue\n\nA ruleset bypass exempts a pull request's author; the merge queue validates\nrequired checks against an authorless merge group, so the bot exemption\nvanished there and an unreported status stalled the queue behind it.\n\nCo-Authored-By: C\n[…]\n The one destructive op must name its casualties.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "fix(repocfg): make coverage advisory, and derive the ruleset set (#307)",
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"oid": "6f2e6a493a2ea93f9c34d5d319e0f6b38163468e",
"body": "… (#305)\n\n* chore(skills): move skills to .agents/skills behind a .claude symlink\n\n* chore(scripts): guard the .claude/skills symlink against a regular-file commit\n\n* docs: explain the agent-skill layout and its Windows requirement",
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"body": "…nutes (#304)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "chore(repocfg): cut the merge queue's check-response timeout to 15 mi…",
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"body": "* fix(volumes): report the errors that complete a backup\n\nzstd.Encoder.Close writes the final block and the frame checksum, so it is\nprecisely the call that can fail after everything else has looked fine — a full\ndisk surfaces there, not in the export, whose bytes were only accepted into the\nencoder\n[…]\nwhose error used to be dropped.\n\nAlso covers validateArchive rejecting a truncated archive, and backupOne\nleaving nothing behind when the export fails (which holds whether or not podman\nis installed).",
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"headline": "chore(deps): update dependency a-novel-kit/workflows to v1.20.1 (#298)",
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"oid": "a586edfc768333c3405c8cc66c337e5c46bb881d",
"body": "…ing 0 (#297)\n\n* feat(proto): carry the child's exit code on the exec stream's final message\n\nPresence-tracked rather than a plain int32: the zero value of an int32 is a\nsuccessful exit, so a client could not distinguish \"the command succeeded\"\nfrom \"the daemon never reported\". Additive, so an older\n[…]\ntep of a && list. The correct pattern already existed\nin secrets_cmd.go.\n\nA stream that ends without the terminal message is an error, not a success —\nthat is the whole distinction the new field buys.",
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"oid": "c3e61fc6ca367deb80b7d94b375c3fef540e50ec",
"body": "The rule's premise — a migration already applied to a live environment — is\nabsent in a repo that is never published or deployed. Editing the initial\nmigration there avoids propagating a corrective migration into every generated\nservice as permanent boilerplate.",
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"headline": "docs(skills): exempt service-template from migration immutability (#296)",
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"oid": "b2563c66e8150378611e655f60a55bf164d072c1",
"body": "* docs(skills): teach implement-feature how an Epic Task lands\n\nThe skill a Task executor reads said nothing about gating: two mentions of Epics, none of\nmerge-gate, epic-freeze, or the draft gate. Someone following it would not learn that their pull\nrequest is held, why, or what a freeze means — an\n[…]\n from knowing where the human-facing\nexplanation lives.\n\nAlso updates the CLI skill's frontmatter, which still advertised four command groups and omitted\nthe one this branch documented.\n\nPart of #116.",
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"headline": "docs(skills): describe the automated lifecycle that shipped (#294)",
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"oid": "9d2b9ee622cf0799e8873aed89a8e604e01d4435",
"body": "…(#292)\n\nEvery startup failure surfaced as \"did not become ready\", because the one\nline explaining which was written to a nil stderr.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "fix(cli): keep the detached daemon's output instead of discarding it …",
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{
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"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yaml"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "27 out of 27 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"topics": [
"agent-skills",
"agora-storyverse",
"ai-agents",
"claude-code",
"cli",
"developer-tools",
"go",
"golang",
"monorepo"
],
"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "9 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 9
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 62,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 62,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 6.2
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "27 out of 27 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/15 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 29 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 2",
"points": 1,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 3,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "7 existing vulnerabilities detected",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 4
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 64,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "52 of 52 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 52,
"sampled": 52
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum",
"pnpm-lock.yaml"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0.29,
"toolchain_manifests": [
"cli/go.mod"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "cli/go.mod (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "cli/go.mod"
}
}
],
"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.yaml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yaml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"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": "29 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 29,
"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": "exceptional",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 125457,
"source_files_sampled": 116,
"oversized_source_files": 1
},
"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": "1/116 source files over 60KB",
"points": 54.5,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 116,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "weak",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [],
"has_mcp_signal": false,
"api_schema_files": [
"cli/proto/anovel/v1/core.proto"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "cli/proto/anovel/v1/core.proto",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "cli/proto/anovel/v1/core.proto"
}
}
],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": 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? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"top": [
"application"
],
"labels": [
"cli"
],
"scores": {
"cli": 8,
"library": 3,
"network-service": 3
},
"primary": "cli",
"evidence": [
{
"tier": "dependencies",
"label": "cli",
"source": "dep:github.com/spf13/cobra",
"weight": 4
},
{
"tier": "distribution",
"label": "library",
"source": "registry:go",
"weight": 3
},
{
"tier": "structure",
"label": "network-service",
"source": "api_schema",
"weight": 3
},
{
"tier": "description",
"label": "cli",
"source": "description:cli",
"weight": 2
},
{
"tier": "tags",
"label": "cli",
"source": "tag:cli",
"weight": 2
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": false
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-30T13:48:29.568676Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/a-novel-kit/stack.svg",
"full_name": "a-novel-kit/stack",
"license_state": "standard",
"license_spdx": "MIT"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.5.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.