Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-24 13:02 UTC
MoonshotAI / walle
MoonshotAI/walle holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Vitality (75/100) and lowest on Community & Adoption (39/100). It was last updated 24 days ago. A single contributor accounts for most of its recent work.
57
overall / 100Software 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.
57
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)
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
Moonshot AIOrganization
7,400 followers39 public repossince Mar 2023
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/moonshotai/walle | v0.1.13 | - | 15 | 24 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
75
Development activity
58Moderate
How it's scored
| 28.8/36 | Push recency — last push 24 days ago |
| 6.9/36 | Commit cadence — 10/52 weeks with commits |
| 12.2/18 | Commit volume — 22 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 22 |
| human_commit_share | 1 |
| days_since_last_push | 24 |
| active_weeks_last_year | 10 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 14 releases published |
| 36/36 | Release recency — latest release 24 days ago |
| 27/27 | Release cadence — a release every ~8.6 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 14 |
| latest_release_tag | v0.1.13 |
| releases_from_tags | no |
| days_since_latest_release | 24 |
| mean_days_between_releases | 8.6 |
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?
39
Popularity & adoption
29Critical
How it's scored
| 22.7/60 | Stars — 26 stars |
| 6.5/25 | Forks — 7 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 7 |
| stars | 26 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
61
Maintainer resilience (bus factor)
17Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 3.8/22.5 | Commit distribution — top contributor authored 83% of commits |
| 4.1/13.5 | Contributor breadth — 3 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.833 |
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 38.2/38.3 | PR acceptance — 19/19 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 2/24 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 19 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
Ownership & stewardship
73Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 25/25 | Owner reach — 7,400 followers of MoonshotAI |
| 18.3/25 | Track record — 39 public repos, account ~3 yr old |
Inputs used
| followers | 7,400 |
| owner_type | Organization |
| is_verified | — |
| owner_login | MoonshotAI |
| public_repos | 39 |
| account_age_days | 1,214 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 24 days ago |
| 20/20 | Version history — 15 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/moonshotai/walle |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 24 |
Engineering Quality
Are baseline engineering and documentation practices in place?
62
Engineering practices
66Moderate
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 18 out of 19 merged PRs checked by a CI test -- score normalized to 9 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
55Moderate
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 0/10 | Repository description |
| 0/10 | Topics |
| 0/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | no |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | no |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
40
Security posture
40At risk
How it's scored
| 6.8/7.5 | Binary-Artifacts — binaries present in source code |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.2/2.5 | CI-Tests — 18 out of 19 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 2/24 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 1.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4 |
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.
67
Agent context & guidance
40At risk
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 — 23 of 24 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.958 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — lockfile |
| 10/10 | Demonstrated agent practice — 2 of the last 24 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 3/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0.083 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 55/55 | Manageable file sizes — 0/22 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 34,359 |
| source_files_sampled | 22 |
| oversized_source_files | 0 |
Key facts
26GitHub stars
3contributors
22commits, last 12 months
24days since last push
14releases
1bus factor
0open issues
Go, PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- Could not fetch pypi package 'walle' from its registry
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
Star and fork history 0 ★ / 7 ⇿
0Stars
7Forks
11Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 0Patch 11
OpenSSF Scorecard 4.0 / 10
4.0aggregate
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).
| 9 | Binary-Artifacts | binaries present in source code |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 9 | CI-Tests | 18 out of 19 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 2/24 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 3 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 3 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
Direct dependencies 2
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/mattn/go-isatty | v0.0.20 | go.mod |
| Go | github.com/stretchr/testify | v1.9.0 | 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
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 5128,
"has_wiki": false,
"homepage": null,
"languages": {
"Go": 179860,
"Shell": 129,
"Python": 26087,
"Makefile": 223
},
"pushed_at": "2026-06-29T14:05:32Z",
"created_at": "2025-07-18T12:58:43Z",
"owner_type": "Organization",
"updated_at": "2026-07-21T10:27:42Z",
"description": null,
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Go",
"significant_languages": [
"Go",
"Python"
]
},
"owner": {
"blog": "https://moonshot.ai",
"name": "Moonshot AI",
"type": "Organization",
"login": "MoonshotAI",
"company": null,
"location": null,
"followers": 7400,
"avatar_url": "https://avatars.githubusercontent.com/u/129152888?v=4",
"created_at": "2023-03-28T07:05:43Z",
"is_verified": null,
"public_repos": 39,
"account_age_days": 1214
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.1.13",
"kind": "patch",
"published_at": "2026-06-29T14:05:32Z"
},
{
"tag": "v0.1.12",
"kind": "patch",
"published_at": "2026-06-10T05:46:30Z"
},
{
"tag": "v0.1.11",
"kind": "patch",
"published_at": "2026-06-09T05:35:45Z"
},
{
"tag": "v0.1.10",
"kind": "patch",
"published_at": "2026-05-14T02:28:52Z"
},
{
"tag": "v0.1.9",
"kind": "patch",
"published_at": "2026-05-13T11:44:13Z"
},
{
"tag": "v0.1.8",
"kind": "patch",
"published_at": "2026-05-08T15:37:33Z"
},
{
"tag": "v0.1.7",
"kind": "patch",
"published_at": "2026-05-06T08:09:32Z"
},
{
"tag": "v0.1.6",
"kind": "patch",
"published_at": "2026-05-06T07:22:00Z"
},
{
"tag": "v0.1.5",
"kind": "patch",
"published_at": "2026-04-29T04:42:06Z"
},
{
"tag": "v0.1.4",
"kind": "patch",
"published_at": "2026-04-13T10:17:50Z"
},
{
"tag": "v0.1.3",
"kind": "patch",
"published_at": "2026-04-07T03:06:25Z"
},
{
"tag": "v0.1.2",
"kind": "patch",
"published_at": "2025-07-30T10:02:06Z"
},
{
"tag": "v0.1.1",
"kind": "patch",
"published_at": "2025-07-26T10:45:29Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2025-07-23T08:47:20Z"
}
],
"recent_commits": [
{
"oid": "196bb0ca9c2f2271cfa9623108308f0780e411ee",
"body": null,
"is_bot": false,
"headline": "fix: canonical schema simplification for \\$schema",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-06-29T14:04:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "47cb452378415f767f01ae96ab92bbff6738e832",
"body": null,
"is_bot": false,
"headline": "feat: change default validator config limit",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-06-10T05:45:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "97488aec460241e2e5edc5779f20342812679d5c",
"body": null,
"is_bot": false,
"headline": "feat: only reject description/title conflicts at ultra/test level",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-06-09T05:34:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cc1c6b7dab5496d5184677ecf4c3b95fc1bd1606",
"body": null,
"is_bot": false,
"headline": "feat: udpate version to 0.1.10",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-05-14T02:27:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8ecf392309cee6fdd73977e5a051a4c821e11615",
"body": "* fix: make type-array keyword validation order-independent\n\nValidate keywords against all declared types instead of only the first type, and add regression test.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>\n\n* fix: prioritize invalid keyword errors in multi-type validation\n\n[…]\n\nSigned-off-by: ckhfor <84491711+ckhfor@users.noreply.github.com>\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>\nCo-authored-by: ckhfor <84491711+ckhfor@users.noreply.github.com>",
"is_bot": false,
"headline": "fix: make type-array keyword validation order-independent",
"author_name": "zbl1998-sdjn",
"author_login": "zbl1998-sdjn",
"committed_at": "2026-05-14T02:22:52Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7329cc89ab5f8a61c953112a8b8b7b916156db60",
"body": "Sort unsupported keyword names before formatting the error and add a regression test to keep output deterministic.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "fix: stabilize unsupported-keyword error ordering",
"author_name": "zbl1998-sdjn",
"author_login": "zbl1998-sdjn",
"committed_at": "2026-05-13T12:09:51Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "ec81f33f1beb516a45726c8cb2624ade6591a5b0",
"body": null,
"is_bot": false,
"headline": "feat: udpate version to 0.1.9",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-05-13T11:43:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab9e37547750e8e7d0f7acce5af0ea284b3f6abc",
"body": null,
"is_bot": false,
"headline": "fix: FreeErrString miss argtypes",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-05-13T11:35:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0be345064aacee8543ab44c17cc036161c280363",
"body": null,
"is_bot": false,
"headline": "feat: udpate version to 0.1.8",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-05-08T15:36:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9084f03213af75ca201b4d447a40dcee5bfea7a1",
"body": null,
"is_bot": false,
"headline": "fix: simplify behavior",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-05-08T15:32:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "df90c095fc1aba8fa1ccc40e038f98f7c5eab5da",
"body": null,
"is_bot": false,
"headline": "fix: strict default behavior",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-05-06T08:08:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aa5b06c7298043f5d45656b7dfecbe5dd112c978",
"body": null,
"is_bot": false,
"headline": "fix: walle python fork err",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-05-06T07:20:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cadcc47db57cb317e3a94401afa50260bd524834",
"body": null,
"is_bot": false,
"headline": "feat: support python canonical api",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-04-29T04:35:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5433f3c5e46fd36b79e1999ef98a4bc6d39008f3",
"body": null,
"is_bot": false,
"headline": "feat: update lite limit",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-04-13T10:15:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "358fe84acdd5378574e9af57548769980123b358",
"body": null,
"is_bot": false,
"headline": "feat: add walle vs draft 2020-12 doc",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-04-09T04:06:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bdb02e9ba2392147caba203723bbd20b12d6c81a",
"body": null,
"is_bot": false,
"headline": "feat: update doc",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-04-08T10:20:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2911feecaba6ca863f92ec02bfe47be968e0797f",
"body": null,
"is_bot": false,
"headline": "feat: update validator test",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-04-08T09:33:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28e79e1e1114de4caa5561b4f7915e5dd3decb24",
"body": null,
"is_bot": false,
"headline": "feat: new validate level",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2026-04-03T15:17:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "692bdd7f7dadb84ab92aee62fb90efad5d33df33",
"body": "- Remove `$id` from supported keywords list\n- Update unsupported complex validation keywords:\n- Remove: minimum, maximum, minItems, maxItems\n- Add: minContains, maxContains\n- Fix typo in Chinese docs (duplicate \"array\")\n- Update JSON Schema reference from 2019-09 to 2020-12",
"is_bot": false,
"headline": "docs(mfjs-spec): align unsupported keywords with implementation",
"author_name": "Yu Jing",
"author_login": "yuikns",
"committed_at": "2026-03-25T08:00:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2762b9a855caf5f90c67a51dc04511124a378271",
"body": "- Add docs/mfjs-spec.md (English)\n- Add docs/mfjs-spec.zh.md (Simplified Chinese)\n\nDocument the JSON Schema subset designed for LLM Tool Calling\nand Structured Output, including type system, field definitions,",
"is_bot": false,
"headline": "docs(spec): add MFJS specification",
"author_name": "Yu Jing",
"author_login": "yuikns",
"committed_at": "2026-03-18T10:29:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2ea390b391704a2a137f458baf72ae7109ed1506",
"body": null,
"is_bot": false,
"headline": "feat: support min/max",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2025-07-30T10:00:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "228632e20245c24e1266e324b440795c00b25ecc",
"body": null,
"is_bot": false,
"headline": "feat: cli support stdin",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2025-07-26T10:43:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "035a404286c0bd3df5f62e000ecebc31e8c2c4d7",
"body": null,
"is_bot": false,
"headline": "feat: update README",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2025-07-23T08:44:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b3a18cf66fb1b309f64f3da339dc5043fc7dd69",
"body": null,
"is_bot": false,
"headline": "repo init",
"author_name": "ckhfor",
"author_login": "ckhfor",
"committed_at": "2025-07-18T17:14:11Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 14,
"commits_last_year": 22,
"latest_release_at": "2026-06-29T14:05:32Z",
"latest_release_tag": "v0.1.13",
"releases_from_tags": false,
"days_since_last_push": 24,
"active_weeks_last_year": 10,
"days_since_latest_release": 24,
"mean_days_between_releases": 8.6
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": false,
"has_contributing": false,
"health_percentage": 25,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "github.com/moonshotai/walle",
"exists": true,
"license": null,
"keywords": [],
"ecosystem": "go",
"matches_repo": true,
"registry_url": "https://pkg.go.dev/github.com/moonshotai/walle",
"is_deprecated": false,
"latest_version": "v0.1.13",
"repository_url": "https://github.com/moonshotai/walle",
"versions_count": 15,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": null,
"latest_published_at": "2026-06-29T14:04:21Z",
"latest_version_yanked": null,
"days_since_latest_publish": 24
}
]
},
"popularity": {
"forks": 7,
"stars": 26,
"watchers": 0,
"fork_history": {
"days": [
{
"date": "2026-03-21",
"count": 1
},
{
"date": "2026-05-10",
"count": 1
},
{
"date": "2026-05-18",
"count": 1
},
{
"date": "2026-07-08",
"count": 1
},
{
"date": "2026-07-16",
"count": 1
},
{
"date": "2026-07-17",
"count": 1
},
{
"date": "2026-07-19",
"count": 1
}
],
"complete": true,
"collected": 7,
"total_forks": 7
},
"star_history": null,
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [
"go.mod"
],
"largest_source_bytes": 34359,
"source_files_sampled": 22,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"go.mod",
"pyproject.toml",
"setup.py"
],
"advisories": {
"error": null,
"scope": null,
"source": null,
"findings": [],
"collected": false,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"go",
"pypi"
],
"dependencies": [
{
"name": "github.com/mattn/go-isatty",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.20"
},
{
"name": "github.com/stretchr/testify",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.9.0"
}
],
"all_dependencies": {
"error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"source": null,
"packages": [],
"collected": false,
"truncated": false,
"total_count": null,
"direct_count": null,
"indirect_count": null
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 19,
"open_issues": 0,
"closed_ratio": null,
"closed_issues": 0,
"closed_unmerged_prs": 0
},
"bus_factor": 1,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "ckhfor",
"commits": 20,
"avatar_url": "https://avatars.githubusercontent.com/u/84491711?v=4"
},
{
"type": "User",
"login": "yuikns",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/1095780?v=4"
},
{
"type": "User",
"login": "zbl1998-sdjn",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/259537290?v=4"
}
],
"contributors_sampled": 3,
"top_contributor_share": 0.833
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"go.sum"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 9,
"reason": "binaries present in source code",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 9,
"reason": "18 out of 19 merged PRs checked by a CI test -- score normalized to 9",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 2/24 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 0,
"reason": "project has 0 contributing companies or organizations -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 3,
"reason": "dependency not pinned by hash detected -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 9,
"reason": "1 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "196bb0ca9c2f2271cfa9623108308f0780e411ee",
"ran_at": "2026-07-24T13:01:55Z",
"aggregate_score": 4,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-06-29T14:06:34Z",
"oldest_open_prs": [],
"last_merged_pr_at": "2026-06-29T14:04:21Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/MoonshotAI/walle",
"host": "github.com",
"name": "walle",
"owner": "MoonshotAI"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 57,
"inputs": {
"security": 40,
"vitality": 75,
"community": 39,
"governance": 61,
"engineering": 62
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 75,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "moderate",
"name": "Development activity",
"note": null,
"notes": [],
"value": 58,
"inputs": {
"commits_last_year": 22,
"human_commit_share": 1,
"days_since_last_push": 24,
"active_weeks_last_year": 10
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 24 days ago",
"points": 28.8,
"status": "partial",
"details": [
{
"code": "push_recency",
"params": {
"days": 24
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "10/52 weeks with commits",
"points": 6.9,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 10
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "22 commits in the last year",
"points": 12.2,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 22
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 14,
"latest_release_tag": "v0.1.13",
"releases_from_tags": false,
"days_since_latest_release": 24,
"mean_days_between_releases": 8.6
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "14 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 14
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 24 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 24
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~8.6 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 8.6
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 24,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 24 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 24
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "at_risk",
"name": "Community & Adoption",
"value": 39,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 29,
"inputs": {
"forks": 7,
"stars": 26,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "26 stars",
"points": 22.7,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 26
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "7 forks",
"points": 6.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 7
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "0 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 61,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 17,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 3,
"top_contributor_share": 0.833
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 83% of commits",
"points": 3.8,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 83
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "3 contributors",
"points": 4.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 3
}
}
],
"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": 19,
"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": "19/19 decided PRs merged",
"points": 38.2,
"status": "met",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 19,
"decided": 19
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 2/24 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 73,
"inputs": {
"followers": 7400,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "MoonshotAI",
"public_repos": 39,
"account_age_days": 1214
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "7,400 followers of MoonshotAI",
"points": 25,
"status": "met",
"details": [
{
"code": "owner_followers",
"params": {
"count": 7400,
"login": "MoonshotAI"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "39 public repos, account ~3 yr old",
"points": 18.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 39
}
},
{
"code": "account_age_years",
"params": {
"years": 3
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"github.com/moonshotai/walle"
],
"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 24
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on go",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "go"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 24 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 24
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "15 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 15
}
}
],
"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": "moderate",
"name": "Engineering Quality",
"value": 62,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 66,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"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": null,
"points": 0,
"status": "missed",
"details": [],
"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": "18 out of 19 merged PRs checked by a CI test -- score normalized to 9",
"points": 18,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"topics": [],
"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": false
},
"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": 0,
"status": "missed",
"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": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 40,
"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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 40,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "18 out of 19 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"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 2/24 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": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "13 commit(s) and 0 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 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": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "1 existing vulnerabilities detected",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 1
},
"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": 67,
"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": 0.958,
"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": "23 of 24 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 23,
"sampled": 24
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 74,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.083,
"toolchain_manifests": [
"go.mod"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"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": null,
"points": 0,
"status": "missed",
"details": [],
"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": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "2 of the last 24 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 2,
"sampled": 24
}
}
],
"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": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 34359,
"source_files_sampled": 22,
"oversized_source_files": 0
},
"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": "0/22 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 22,
"oversized": 0
}
}
],
"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",
"Could not fetch pypi package 'walle' from its registry",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-24T13:02:09.078778Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/MoonshotAI/walle.svg",
"full_name": "MoonshotAI/walle",
"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 v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.