Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-23 18:01 UTC

kangminlee-maker / ultracode-for-codex

Dynamic workflows redesigned for Codex, with parallel subagents, visible progress, and an optional local CLI runtime.

TypeScript · JavaScriptCustom license★ 2 stars⑂ 0 forkssince Jun 2026View on GitHub ↗

kangminlee-maker/ultracode-for-codex holds a health index of 55 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (76/100) and lowest on Community & Adoption (30/100). It was last updated 5 days ago. A single contributor accounts for most of its recent work.

55
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.

55
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

Kangmin LeePersonal account
5 followers31 public repossince Aug 2025

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmultracode-for-codex0.6.12,679215 days agocodexworkflowcliautomationsubagents

Metrics by category

Vitality

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

72Good · 22% of overall
How it's scored
36/36Push recency — last push 5 days ago
2.8/36Commit cadence — 4/52 weeks with commits
14.9/18Commit volume — 45 commits in the last year
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year45
human_commit_share1
days_since_last_push5
active_weeks_last_year4

Release discipline

100Excellent
How it's scored
27/27Ships releases — 4 releases published
36/36Release recency — latest release 8 days ago
27/27Release cadence — a release every ~3.2 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count4
latest_release_tagv0.5.0
releases_from_tagsno
days_since_latest_release8
mean_days_between_releases3.2
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?

30At risk · 18% of overall
How it's scored
0/60Stars — 2 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
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
How it's scored
45.7/80Monthly downloads — 2,679 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesultracode-for-codex
dependents
ecosystemsnpm
total_downloads
monthly_downloads2,679
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

50Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/46.8Issue resolution — no issues or no data
38.2/38.3PR acceptance — 22/22 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs22
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
5.6/25Owner reach — 5 followers of kangminlee-maker
12.9/25Track record — 31 public repos, account ~0 yr old
Inputs used
followers5
owner_typeUser
is_verified
owner_loginkangminlee-maker
public_repos31
account_age_days350
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 5 days ago
20/20Version history — 21 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesultracode-for-codex
ecosystemsnpm
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

76Good · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.mjs
0/9.6Pre-commit hooks
0/6.4.editorconfig
12/20OpenSSF Scorecard: CI-Tests — 15 out of 22 merged PRs checked by a CI test -- score normalized to 6
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

41At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
1.5/2.5CI-Tests — 15 out of 22 merged PRs checked by a CI test -- score normalized to 6
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5License — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — no data
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
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 — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.1
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? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

63Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 36 of 45 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.8
agent_instruction_files
agent_instruction_max_bytes
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — eslint.config.mjs
11/11Static type checking — tsconfig.json
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 35 of the last 45 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configstsconfig.json
agent_commit_share0.778
toolchain_manifests
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
51.1/55Manageable file sizes — 4/57 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes283,225
source_files_sampled57
oversized_source_files4

Key facts

2GitHub stars
1contributors
45commits, last 12 months
5days since last push
4releases
1bus factor
0open issues
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
  • deps.dev does not index npm:ultracode-for-codex@0.6.1; advisories assessed against the repository dependency graph instead

More detail

OpenSSF Scorecard 4.1 / 10
4.1aggregate

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 · 2026-07-23 18:01 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
6CI-Tests15 out of 22 merged PRs checked by a CI test -- score normalized to 6
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
n/aPackagingpackaging workflow not detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
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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    "activity": {
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          "kind": "minor",
          "published_at": "2026-07-15T14:52:00Z"
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        {
          "tag": "v0.4.4",
          "kind": "patch",
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          "tag": "v0.4.2",
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          "oid": "218a1b974ff60a9a4fd1487b28c3fa705767ab29",
          "body": "Two prompt-size fixes since 0.6.0, both diagnosed from a real failed run\n(coloso-video-l10n) where a large `task` design-review aborted with\nworkflow_journal_write_failed at the aggregating synthesis agent:\n- the journal now audit-bounds an oversized agent prompt instead of aborting the run\n  (the a\n[…]\n E2E) + lint + typecheck green; publish --dry-run\nprojects the 0.6.1 tarball (52 files) and passes the packaging provenance audit.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "Release 0.6.1 (#22)",
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          "oid": "2f3eb5165c58174ea4165dabf37e785c9818160a",
          "body": "…oon every prompt (#21)\n\nThe `### Git Status` section of the workspace context was unbounded: the context byte\ncap (maxBytes) only ever applied to the included-file blocks, while the status list from\n`git status --short --untracked-files=all` was embedded verbatim. In a repo with many\nuntracked file\n[…]\n note and leading entries preserved; falsifiability — disabling the bound fails\nthe test; test:all 160/160 + lint + installed E2E.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(workspace-context): bound the git-status section so it can't ball…",
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          "oid": "f9fa9abb4cc67a6c923de0d0f082918c940f2c7d",
          "body": "…un (#20)\n\nA run died with workflow_journal_write_failed (\"before agent start\") when an agent's\nprompt exceeded the journal's 512 KiB MAX_STRING_BYTES cap. Confirmed against a real\nfailed run (coloso-video-l10n): a `task` design-review with ~490 KiB per-agent prompts\n(95.8% of the cap) failed at the\n[…]\no\nre-dispatch; falsifiability — disabling truncation reproduces the exact original error;\ntest:all 161/161 + lint + installed E2E.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(journal): bound oversized agent prompts instead of aborting the r…",
          "author_name": "Kangmin Lee",
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          "oid": "d346fa66c52fc03c740411d772e7acd00e52d8fc",
          "body": "… (#19)\n\nPrepend `npm run lint` to the `test` script so it runs fail-fast before build, and\ntherefore also gates `test:all` (= `npm test && test:e2e`) and `prepublishOnly`\n(= `test:all`). A lint error now fails the whole test chain before the suite runs.\n\nCI: the separate `Lint` step is now redundan\n[…]\nbility —\nan unused non-`_` const makes `npm test` exit 1 at the lint step with zero test-suite\nlines (fails fast), restored clean.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(lint): run lint as part of npm test / test:all (and prepublish)…",
          "author_name": "Kangmin Lee",
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          "oid": "4d537a1afeaf9256caac300e17a4d9ced980fb4f",
          "body": "… gate (#18)\n\nOwner chose the full typescript-eslint toolchain. Adds eslint + typescript-eslint +\n@eslint/js as devDependencies (dev-only — the shipped package is byte-identical, still\n52 files) with a flat config linting the product source src/**/*.ts. dist/, node_modules,\nand the .mjs test/script/\n[…]\nnpm run lint exit 0; typecheck clean; test:all 159/159 + installed E2E; publish\ndry-run unchanged (52 files, no dev-tooling leak).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(lint): add ESLint (typescript-eslint flat config) over src + CI…",
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          "oid": "3344c3cd2877f20890a42d4bba9d64cc1c670b23",
          "body": "…version (#17)\n\n- IMPLEMENTATION_MAP.html was stale since PR #4 (all 0.4.5-era). Rebuild it as a\n  current-state dashboard per the implementation-map guide: first-viewport tiles\n  (goal=0.6.0 shipped/parity complete, health, authority risk, concurrent-nesting\n  decision), the SVG blueprint's Codex-o\n[…]\ndependency changes).\n\nNo runtime/source change. HTML verified well-formed (balanced tags); no stale\n0.4.5/0.5.0 references remain.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(docs): refresh IMPLEMENTATION_MAP to 0.6.0 + sync package-lock …",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-16T05:55:48Z",
          "body_truncated": true,
          "is_coding_agent": true
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          "body": "The capability-expansion stream + PG-NEST completion since 0.5.0: opt-in agent web\nsearch (--agent-web-search), worktree-confined subagent file writes\n(--agent-file-write), named-allowlist MCP servers (--agent-mcp), native per-agent\ntypes resolved from ~/.codex/agents (--agent-types); plus nested wo\n[…]\n026-07-16, and refreshes\ndocs/provenance-audit.md to the 0.6.0 line.\n\ntest:all (unit 159/159 + installed E2E) and typecheck green.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.6.0 (#16)",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-16T05:10:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bf43301bce7b1afbc9b25d55ac46eb865310ad43",
          "body": "…r scope (PG-NEST v2-B) (#15)\n\nNested children may now run in parallel (parallel([() => workflow('a'),\n() => workflow('b')])), lifting the sequential-only limit. Closes the second\nPG-NEST follow-on.\n\nThe VM value projector was a single shared slot `ctx.toVmValue`, captured\nper-promise in trackWorkfl\n[…]\nren both run) + 159/159 unit +\ninstalled e2e; N1-N9 sequential tests stay green. Design:\ndocs/ultracode-p12-concurrent-nesting.md.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(nested): concurrent nested workflow() via per-execution projecto…",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-16T05:04:22Z",
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          "oid": "ce86a4de974528fce61e5c2506b1eaae3615b4bf",
          "body": "…d permission (PG-NEST v2-A) (#14)\n\nNested `workflow(name)` now resolves project/user/plugin workflows (same\nproject→user→plugin→built-in precedence as a top-level launch), not just built-ins.\nA nested child from a permission-required source is gated by the existing permission\nRECORD: it runs only i\n[…]\n fails loud, real cross-process permission store) +\n159/159 unit + installed e2e. Design: docs/ultracode-p11-nested-full-scope.md.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(nested): full-scope name sources for workflow() with record-gate…",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-16T04:43:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c523a997d4aeb609dd15cc31c356ba2313a29df6",
          "body": "…gent model/effort/persona (#13)\n\nPG-AGENTTYPE v1. `agent(prompt, { agentType: \"reviewer\" })` resolves a named type\nfrom the user's native Codex registry (`~/.codex/agents/*.toml`, keyed by filename\nstem) and applies that type's model, model_reasoning_effort, and\ndeveloper_instructions (persona) to \n[…]\nail-loud\nwithout) + falsifiability (call-key, ultra-ban) + 155/155 unit + installed e2e.\nDesign: docs/ultracode-p10-agent-type.md.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agent-type): opt-in native agent types (--agent-types) for per-a…",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-16T03:29:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ba7f7f7ba7359c6005fb1a4d5cc6c001a31fdb67",
          "body": "…(#12)\n\n* feat(mcp): opt-in named-allowlist subagent MCP servers (--agent-mcp)\n\nLet workflow subagents call the user's own Codex MCP servers, scoped to a\nnamed allowlist and default-off (stream step (c)). When one or more server\nnames are given, exactly those [mcp_servers.NAME] sections are copied v\n[…]\nted by the\nchatgpt-codex-connector bot on PR #12.\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>",
          "is_bot": false,
          "headline": "feat(mcp): opt-in named-allowlist subagent MCP servers (--agent-mcp) …",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-16T01:04:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8490750f0b7cb7811ff21fcb3aa9f1b0a67b676a",
          "body": "…e_file/str_replace) (#11)\n\nStream step (a): make worktree isolation's writes functional — previously a\nwrite-permitted sandbox with NO write tool (probed: agents could not write). Adds a\nrun-level gate workflow.agentFileWrite / --agent-file-write (default disabled). When\nenabled, a worktree-isolate\n[…]\nult-on flip). See docs/ultracode-p8-agent-file-write.md.\n\n\nClaude-Session: https://claude.ai/code/session_01XNpL8CEiGYL9FX3wZGRW7g\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(file-write): opt-in worktree-confined subagent file writes (writ…",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-15T23:39:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "51b7c252552b2090d2ee05e2f0519859c433adfa",
          "body": "…h (default-off) (#10)\n\nFirst step of the capability-expansion stream: let workflow subagents use the native\nCodex web_search tool. Run-level gate `workflow.agentWebSearch` / `--agent-web-search`\n(disabled|enabled), default disabled. When enabled, a single webSearchConfigValue()\nhelper flips web_sea\n[…]\norker model). See\ndocs/ultracode-p7-agent-web-search.md.\n\n\nClaude-Session: https://claude.ai/code/session_01XNpL8CEiGYL9FX3wZGRW7g\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(web-search): opt-in subagent web_search behind --agent-web-searc…",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-15T17:42:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4e03ef6b67e79bfffea76cdf9003feee35f65d58",
          "body": "Workflow parity accumulation since 0.4.5: dispatch core (agent concurrency, token budget,\nfailure taxonomy), worktree retention, pipeline/parallel contract correctness, nested\nworkflow(), and edit-and-iterate resume; plus the E2E reconciliation and CI added in the\npreceding fix. Bumps the package ve\n[…]\n:all (unit 130/130 + installed E2E) and typecheck green.\n\n\nClaude-Session: https://claude.ai/code/session_01XNpL8CEiGYL9FX3wZGRW7g\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.5.0 (#9)",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-15T14:47:20Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3227e20798e7a880729117b4f16fcc0cb2fce0cd",
          "body": "…ors, add CI (#8)\n\nThe packaged E2E gate (test:all / prepublishOnly) had gone red unnoticed: there is no CI, and\nthe per-PR `npm test` skips the E2E, so it had not run for several PRs. Two causes:\n\n1. Pre-existing since the xhigh->medium default-effort change: the fake Codex encodes effort into\n   i\n[…]\nedicated\nfollow-up.\n\ntest:all + typecheck green locally.\n\n\nClaude-Session: https://claude.ai/code/session_01XNpL8CEiGYL9FX3wZGRW7g\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(e2e): reconcile default-effort assertions + PG-ITER resume select…",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-15T14:36:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3eea49dcd60ed88375aa5a93a73b5639ccdb34d5",
          "body": "…with an edited script (#7)\n\n(a) The CLI surfaces where each run's workflow script is persisted: the started line prints\n`script=<path>`, and an `[iterate]` hint (jsonl `workflow.iterate.ready`) on both completion\nand terminal failure prints the path, a copy-edit-resume command, and `--cwd <cwd>`.\n\n\n[…]\nility-proven. See docs/ultracode-p6-edit-and-iterate.md.\n\n\nClaude-Session: https://claude.ai/code/session_01XNpL8CEiGYL9FX3wZGRW7g\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "PG-ITER: edit-and-iterate DX — surface persisted scriptPath + resume …",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-15T13:36:05Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6d54ba9d6ad7bb4d69967930a84f0dcfa7387d5a",
          "body": "…ult-off) (#6)\n\nImplements the native Workflow `workflow(nameOrRef, args?)` hook (PG-NEST), v1\nscoped to built-in names and inline `{ script }` children, behind a default-off\n`workflow.nestedWorkflows` setting (`--nested-workflows`). When disabled, the hook\nkeeps its previous throwing stub, so exist\n[…]\nff throws.\n\nDesign: docs/ultracode-p5-nested-workflow.md\n\n\nClaude-Session: https://claude.ai/code/session_01XNpL8CEiGYL9FX3wZGRW7g\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Workflow parity: nested workflow() for built-in/inline children (defa…",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-15T11:32:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "938f461731a6d82ea411c6a8c66288c1034330d0",
          "body": "…through, and a 4096-item cap on parallel()/pipeline() (#5)\n\nPG-PIPE: pipeline() stages now receive (prevResult, originalItem, index),\nmatching the native Workflow contract (previously only prevResult was passed).\nA stage that returns null/undefined now passes that value onward to the next\nstage; on\n[…]\nms).\n\nDesign: docs/ultracode-p3f-contract-correctness.md\n\n\nClaude-Session: https://claude.ai/code/session_01XNpL8CEiGYL9FX3wZGRW7g\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Workflow parity: pipeline() (prev, item, index) signature + null pass…",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-15T10:16:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "19ad88a2efb4bd4b32cae917c40d5e73ce287284",
          "body": "…atch core (concurrency pool, failure taxonomy, spend ceiling) (#4)\n\n* Add failure-reason retry classification and cancellable retry backoff (G4)\n\nClassify workflow failure reasons for retry from a single source of truth:\nisRetryableFailureReason() over an allowlist {workflow_failed,\nworkflow_agent_\n[…]\nred-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01XNpL8CEiGYL9FX3wZGRW7g\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Workflow parity: retry classification, worktree reclamation, and disp…",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-15T09:09:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "630bd5f32df33be0128617d94c7a2f3369a3d4b0",
          "body": "… (#3)\n\nA live two-arm effort A/B on gpt-5.6-sol (docs/20260714-effort-quality-ab.md)\nshows review/analysis quality is tier-independent: medium, high, and xhigh all\nreach ~96-100% bug detection with 0 false positives and equal blind-judge fix\nquality (3/3) on both single-module local bugs (N=15/cell\n[…]\nudge pipeline) and the onto-mining scripts/taxonomy. Raw mined\nfindings (other projects' private review records) are gitignored, not published.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Lower default reasoning effort xhigh->medium after review-quality A/B…",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-14T00:55:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9de92cdb6ce9c97676c7130e5d887b412f7b0d45",
          "body": "Use the live Codex model catalog as runtime authority for model and reasoning-effort selection, propagate run-level effort defaults, and update setup diagnostics, workflows, documentation, and verification coverage.",
          "is_bot": false,
          "headline": "Prepare 0.4.5 catalog-aware model profiles (#2)",
          "author_name": "Kangmin Lee",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-13T05:50:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63f9f291fa9f9065900da509a1f964523f23ca27",
          "body": "Bump to 0.4.4 and close the changelog for the release: W1 change-evidence\nrename, W2 general example workflows, and the setup/doctor + Codex\nprompting DX (b0c3f52). W3 (task effort A/B) is measurement-only — no code\nchange; it lives in docs/, not the changelog. Update the provenance audit\nto the 0.4\n[…]\nan evidence unchanged)\nand refresh the implementation map.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01Ekn57eLvkvcUxvfQpmUxA3",
          "is_bot": false,
          "headline": "Prepare 0.4.4 release",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-07T13:26:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "817b5ba02fd8ca8bb6f575f210cdd4eff4764731",
          "body": "…g down)\n\nLive A/B (task at xhigh vs high, 15+15 runs on real Codex): identical\ntoken cost (median 40,200 vs 40,174), latency (153s vs 155s), agent count\n(9 vs 9), and quality (high found the planted bug 15/15). task cost is\ndriven by the planner's agent count, not per-agent effort, so lowering the\n\n[…]\nhe changelog\nexisted), and refresh the implementation map.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01Ekn57eLvkvcUxvfQpmUxA3",
          "is_bot": false,
          "headline": "Record W3 task effort A/B: keep xhigh (measured, no benefit to tierin…",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-07T13:18:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b0c3f52fb192dcaaac54f281f384feebb1ca4ab4",
          "body": "Adopt patterns from openai/codex-plugin-cc, adapted for the current\nGPT-5.5 Codex model family:\n\n- setup: new readiness doctor (package, Codex CLI, app-server, auth,\n  skills). Spawns codex app-server for a real account/read auth probe;\n  JSON by default, --plain for humans; exits non-zero when a de\n[…]\ned\nE2E, and a live setup run against a real Codex install.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01BvqyVwCsJw61keTMzTHC23",
          "is_bot": false,
          "headline": "Add setup doctor, Codex prompting reference, and DX improvements",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-07T13:07:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "061a5732a1ffafbb9223625fdf635db630706e31",
          "body": "Rebalance the project's identity toward \"general workflow runtime, code-review\nis one built-in\" without adding maintained runtime surface. Add three runnable,\nnon-review example workflows under references/example-workflows/ on the generic\nhost API: research-fan-out (fan-out-and-synthesize), migrate-\n[…]\n vs task machinery asymmetry is intentional, not neglect).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01Ekn57eLvkvcUxvfQpmUxA3",
          "is_bot": false,
          "headline": "W2: general example workflows + general-first identity reframe",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-07T05:17:39Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "26bf61b774cfa672cbb65cfba70c94691b0f5595",
          "body": "…ence\"\n\nThe general workspaceContext diff-evidence primitive was named around code\nreview (buildReviewEvidenceContext / ReviewEvidenceContext / \"### Review\nEvidence\"), implying it was review-only. It is general — any workflow that\nreasons over the working-tree/committed change can use it (the consum\n[…]\ny is prompt-inclusive — same class as any\ngit-state drift.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01Ekn57eLvkvcUxvfQpmUxA3",
          "is_bot": false,
          "headline": "W1: rename workspaceContext concept \"review evidence\" -> \"change evid…",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-07T05:17:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7c1fff90d861ba56c16712ab54b92c7d632f1e9b",
          "body": "Bump the package to 0.4.3 for the non-destructive workflow heartbeat.\nUpdate the provenance audit to the 0.4.3 release line (project-authored\nchange only; marker-scan evidence unchanged) and the implementation map.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01Ekn57eLvkvcUxvfQpmUxA3",
          "is_bot": false,
          "headline": "Prepare 0.4.3 release",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-06T07:09:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9915815199115afb237364477178ac08232daf42",
          "body": "Under the default unbounded (timeout 0) workflow deadline, a genuinely\nstuck run had no liveness signal, because setting timeout 0 also disables\nthe per-agent stall timer. Emit a workflow.heartbeat progress event every\nworkflow.heartbeatMs (default 120000 ms) while a run is in flight,\ncarrying elaps\n[…]\n00s run emitted 50 ordered heartbeats and still completed.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01Ekn57eLvkvcUxvfQpmUxA3",
          "is_bot": false,
          "headline": "Add non-destructive workflow heartbeat for long or stuck runs",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-06T04:27:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e9b8a4b057395efae0cee0a8fb3aaccf596ae6ab",
          "body": "Measure runtime reliability of the published 0.4.2 across 53 live runs\nagainst real Codex (codex-cli 0.142.5): task x15, code-review high x15,\ncode-review xhigh x15, and kill-then-resume x8. Result: zero hard\nfailures (no terminal error, hang, or schema break); overall completion\n51/53 (96.2%). code\n[…]\nte the\nimplementation map health/risk/next-decision tiles.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01Ekn57eLvkvcUxvfQpmUxA3",
          "is_bot": false,
          "headline": "Add 0.4.2 live runtime reliability study",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-06T03:46:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b1fcf20a8cf0d6868f5118dac896e495a7f82b8b",
          "body": "…doff\n\nF1/F2/F3 re-verified against installed 0.4.2 via a live re-run of the F1 repro (job_2c3ce94b): pre-agent failure, cause+remediation diagnostic, and a parseable ultracode.workflow.failure result.json. Adds a Status line and a Verification section; the original finding/spec record is retained.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01QpWPxAfg2aWUkjv3Pu7HmB",
          "is_bot": false,
          "headline": "Record 0.4.2 resolution and live verification in failure-contract han…",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-06T01:03:29Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ce175769b4b835eeabdd310d1a8d05b15c73a41c",
          "body": "Show the @latest upgrade commands for project and global installs and\npoint upgraders at re-running skills --install so the installed Codex\nskill commands track the package version.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01UWWpjPt8dzcNJ1JhSY2uY8",
          "is_bot": false,
          "headline": "Document the upgrade path in the README install section",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-06T00:45:23Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3d8039aa104844dc0443d6e587ba2e9e73eb25e2",
          "body": "Bump the package to 0.4.2 for the runtime failure-contract DX fixes\n(total failure result channel, pre-agent code-review precondition,\nthree-part rejection diagnostics). Document the ultracode.workflow.failure\nstdout/result.json contract and the code-review clean-tree precondition in\nULTRACODE_INSTA\n[…]\nse\nline (project-authored changes only; marker-scan evidence unchanged).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01UWWpjPt8dzcNJ1JhSY2uY8",
          "is_bot": false,
          "headline": "Prepare 0.4.2 release",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-06T00:34:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c6b341fd4633e5661b4fb7815c022eb2eecf047b",
          "body": "…nditions\n\nImplement the three runtime failure-contract fixes from the 2026-07-05\nhandoff (docs/20260705-runtime-failure-contract-dx-handoff.md):\n\n- P3/F3: run writes an ultracode.workflow.failure record to stdout on any\n  terminal failure or abort, so background result.json always parses;\n  status \n[…]\ngments. Docs aligned in both SKILL.md files and\nIMPLEMENTATION_MAP.html.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01UWWpjPt8dzcNJ1JhSY2uY8",
          "is_bot": false,
          "headline": "Make the failure result channel total and pre-agent code-review preco…",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-05T23:08:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ad7d0cfb42fdd358ba2a1bc93dd1627f7d4d6f0b",
          "body": "The installed Codex skill folders never updated themselves, so sessions kept\nrouting on stale SKILL.md contracts. ultracode-for-codex skills reports\ncurrent/stale/missing/unmanaged per skill and --install syncs the packaged\nfolders into CODEX_HOME; postinstall prints a staleness notice, and the\nhybr\n[…]\nd skill's capability probe now surfaces skill drift at the point of use.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01QVwiXTCW3GF72WVZAcRRHo",
          "is_bot": false,
          "headline": "Add skills command with install sync and postinstall staleness notice",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-05T13:21:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b8dc337ddd5201a94f293557a298d04fa0365ace",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_014Spe7nQR2VkNzh25WbZCGp",
          "is_bot": false,
          "headline": "Highlight recovery and authoring flows in README",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-05T13:05:19Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "aec59fad7ee21d27c1e02ac65a5dd3df9595f604",
          "body": "Per-agent effort/model options, failed/interrupted-run resume with journal-first\ndiscovery and liveness guard, code-review funnel tiering, run --validate, and\nthe hybrid native skill contract. Live-verified against Codex: per-turn\noverride enforcement, kill-then-resume, and the finder-tier contrast run.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_014Spe7nQR2VkNzh25WbZCGp",
          "is_bot": false,
          "headline": "Implement P4 hybrid orchestration and prepare 0.4.0 release",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-07-05T12:59:22Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4b7b68b751205ac44fdbf31e17666db540ddbbe2",
          "body": null,
          "is_bot": false,
          "headline": "Prepare 0.3.4 release",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-06-23T06:52:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76e54e646518a8bee5287a575d51cc2b7b0ace71",
          "body": null,
          "is_bot": false,
          "headline": "Store Ultracode runtime state globally",
          "author_name": "kangminlee-maker",
          "author_login": "kangminlee-maker",
          "committed_at": "2026-06-23T06:44:18Z",
          "body_truncated": false,
          "is_coding_agent": false
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              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 57,
            "inputs": {
              "packages": [
                "ultracode-for-codex"
              ],
              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 2679
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,679 downloads/month across npm",
                "points": 45.7,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 2679,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 50,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 22,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "22/22 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 22,
                      "decided": 22
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 36,
            "inputs": {
              "followers": 5,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "kangminlee-maker",
              "public_repos": 31,
              "account_age_days": 350
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "5 followers of kangminlee-maker",
                "points": 5.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 5,
                      "login": "kangminlee-maker"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "31 public repos, account ~0 yr old",
                "points": 12.9,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 31
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "ultracode-for-codex"
              ],
              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "21 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 21
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "eslint.config.mjs",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.mjs"
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                  }
                ],
                "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": "15 out of 22 merged PRs checked by a CI test -- score normalized to 6",
                "points": 12,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 41,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 41,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.1
            },
            "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 not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "15 out of 22 merged PRs checked by a CI test -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "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 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "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 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "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": 63,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.8,
              "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": "36 of 45 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 36,
                      "sampled": 45
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 67,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
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              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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              "agent_commit_share": 0.778,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "eslint.config.mjs",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.mjs"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tsconfig.json"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "35 of the last 45 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 35,
                      "sampled": 45
                    }
                  }
                ],
                "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 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 96,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 283225,
              "source_files_sampled": 57,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/57 source files over 60KB",
                "points": 51.1,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 57,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index npm:ultracode-for-codex@0.6.1; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T18:01:21.454612Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/kangminlee-maker/ultracode-for-codex.svg",
  "full_name": "kangminlee-maker/ultracode-for-codex",
  "license_state": "custom",
  "license_spdx": null
}

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 statisticsnpm.