Public record
Software health reportschema 0.14.0 · metrics 1.13.0 · 2026-07-18 23:35 UTC

fastclaw-ai / fastclaw

Multi-Agent Framework

Go · TypeScriptCustom license★ 1,242 stars⑂ 201 forkssince Mar 2026View on GitHub ↗
#agent-factory#agent-runtime#fastclaw#multi-agent#openclaw-alternative

fastclaw-ai/fastclaw holds a health index of 61 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (85/100) and lowest on Security (32/100). It was last updated 7 days ago. A single contributor accounts for most of its recent work.

61
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.

61
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

fastclaw-aiOrganization
78 followers6 public repossince Feb 2026

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/fastclaw-ai/fastclawv0.50.0-727 days ago

Metrics by category

Vitality

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

82Good · 22% of overall

Development activity

76Good
How it's scored
36/36Push recency — last push 7 days ago
12.5/36Commit cadence — 18/52 weeks with commits
18/18Commit volume — 432 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year432
human_commit_share—
days_since_last_push7
active_weeks_last_year18

Release discipline

90Excellent
How it's scored
27/27Ships releases — 72 releases published
36/36Release recency — latest release 7 days ago
27/27Release cadence — a release every ~5.4 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count72
latest_release_tagv0.50.0
releases_from_tagsno
days_since_latest_release7
mean_days_between_releases5.4

Community & Adoption

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

59Moderate · 18% of overall

Popularity & adoption

72Good
How it's scored
50.2/60Stars — 1,242 stars
19.2/25Forks — 201 forks
2.7/15Watchers — 4 watchers
Inputs used
forks201
stars1,242
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

44At risk
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

Sustainability & Governance

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

52Moderate · 24% of overall

Maintainer resilience (bus factor)

30At risk
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
5/22.5Commit distribution — top contributor authored 78% of commits
13.5/13.5Contributor breadth — 10 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled10
top_contributor_share0.778

Issue & PR responsiveness

41At risk
How it's scored
9.6/46.8Issue resolution — 21% of issues closed
29.8/38.3PR acceptance — 35/45 decided PRs merged
1.5/15OpenSSF Scorecard: Code-Review — Found 4/23 approved changesets -- score normalized to 1
Inputs used
merged_prs35
open_issues27
closed_issues7
issue_closed_ratio0.206
closed_unmerged_prs10

Ownership & stewardship

51Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
13.6/25Owner reach — 78 followers of fastclaw-ai
7/25Track record — 6 public repos, account ~0 yr old
Inputs used
followers78
owner_typeOrganization
is_verified—
owner_loginfastclaw-ai
public_repos6
account_age_days157

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 7 days ago
20/20Version history — 72 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/fastclaw-ai/fastclaw
ecosystemsgo
any_deprecatedno
min_days_since_publish7

Engineering Quality

Are baseline engineering and documentation practices in place?

74Good · 20% of overall

Engineering practices

64Moderate
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.mjs
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 4 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://fastclaw.ai
10/10Repository description
10/10Topics — 5 topics
0/10Wiki
Inputs used
topicsagent-factory, agent-runtime, fastclaw, multi-agent, openclaw-alternative
has_wikino
homepagehttps://fastclaw.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

32At risk · 16% of overall

Security posture

32At risk
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
0/2.5CI-Tests — 0 out of 4 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 4/23 approved changesets -- score normalized to 1
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 79 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3.2

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.

85Excellent · 0% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — workspace/AGENTS.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share—
agent_instruction_filesworkspace/AGENTS.md
agent_instruction_max_bytes396
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

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

Code legibility for models

99Excellent
How it's scored
45/45Type-checkable code — Go (statically typed)
54.3/55Manageable file sizes — 5/418 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes185,801
source_files_sampled418
oversized_source_files5

Key facts

1,242GitHub stars
10contributors
432commits, last 12 months
7days since last push
72releases
1bus factor
27open issues
Go, npmpackage ecosystems

More detail

OpenSSF Scorecard 3.2 / 10
3.2aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-18 23:35 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 4 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 4/23 approved changesets -- score normalized to 1
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities79 existing vulnerabilities detected
Direct dependencies 33
RegistryPackageVersion constraintManifest
Gogithub.com/bwmarrin/discordgov0.29.0go.mod
Gogithub.com/codeany-ai/open-agent-sdk-gov0.1.0go.mod
Gogithub.com/go-telegram-bot-api/telegram-bot-api/v5v5.5.1go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/gorilla/websocketv1.5.3go.mod
Gogithub.com/larksuite/oapi-sdk-go/v3v3.6.1go.mod
Gogithub.com/lib/pqv1.12.3go.mod
Gogithub.com/minio/minio-go/v7v7.0.100go.mod
Gogithub.com/redis/go-redis/v9v9.17.0go.mod
Gogithub.com/slack-go/slackv0.19.0go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogolang.org/x/cryptov0.46.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gomodernc.org/sqlitev1.48.2go.mod
npm@base-ui/react^1.3.0web/package.json
npm@streamdown/cjk^1.0.3web/package.json
npm@streamdown/code^1.1.1web/package.json
npm@streamdown/math^1.0.2web/package.json
npm@streamdown/mermaid^1.0.2web/package.json
npm@tailwindcss/typography^0.5.19web/package.json
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npmclsx^2.1.1web/package.json
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npmnext16.1.6web/package.json
npmqrcode.react^4.2.0web/package.json
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npmshadcn^4.1.0web/package.json
npmstreamdown^2.5.0web/package.json
npmtailwind-merge^3.5.0web/package.json
npmtw-animate-css^1.4.0web/package.json
All dependencies 970

Full resolved dependency set from the GitHub dependency graph: 33 direct and 937 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/bwmarrin/discordgov0.29.0direct
Gogithub.com/codeany-ai/open-agent-sdk-gov0.1.0direct
Gogithub.com/go-telegram-bot-api/telegram-bot-api/v5v5.5.1direct
Gogithub.com/google/uuidv1.6.0direct
Gogithub.com/gorilla/websocketv1.5.3direct
Gogithub.com/larksuite/oapi-sdk-go/v3v3.6.1direct
Gogithub.com/lib/pqv1.12.3direct
Gogithub.com/minio/minio-go/v7v7.0.100direct
Gogithub.com/redis/go-redis/v9v9.17.0direct
Gogithub.com/slack-go/slackv0.19.0direct
Gogithub.com/spf13/cobrav1.10.2direct
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Gomodernc.org/sqlitev1.48.2direct
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npm@streamdown/math1.0.2direct
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Gogithub.com/dustin/go-humanizev1.0.1indirect
Gogithub.com/go-ini/iniv1.67.0indirect
Gogithub.com/gogo/protobufv1.3.2indirect
Gogithub.com/inconshreveable/mousetrapv1.1.0indirect
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Gogithub.com/klauspost/cpuid/v2v2.2.11indirect
Gogithub.com/klauspost/crc32v1.3.0indirect
Gogithub.com/mattn/go-isattyv0.0.20indirect
Gogithub.com/minio/crc64nvmev1.1.1indirect
Gogithub.com/minio/md5-simdv1.1.2indirect
Gogithub.com/ncruces/go-strftimev1.0.0indirect
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npm@tailwindcss/oxide-wasm32-wasi4.2.1indirect
npm@tailwindcss/oxide-win32-arm64-msvc4.2.1indirect
npm@tailwindcss/oxide-win32-x64-msvc4.2.1indirect
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npm@types/d3-array3.2.2indirect
npm@types/d3-axis3.0.6indirect
npm@types/d3-brush3.0.6indirect
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            "notes": [],
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              "top_contributor_share": 0.778
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                  {
                    "code": "bus_factor",
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                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 78% of commits",
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                  {
                    "code": "top_contributor_share",
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                      "share": 78
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
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                "detail": "10 contributors",
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                    "code": "contributors_sampled",
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
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            ]
          },
          {
            "key": "responsiveness",
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            "notes": [],
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              "merged_prs": 35,
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              "issue_closed_ratio": 0.206,
              "closed_unmerged_prs": 10
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            "components": [
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                "key": "issue_resolution",
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                "points": 9.6,
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                      "share": 21
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                    "code": "decided_prs_merged",
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              {
                "key": "openssf_scorecard_code_review",
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            ]
          },
          {
            "key": "stewardship",
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            "notes": [],
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              "followers": 78,
              "owner_type": "Organization",
              "is_verified": null,
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            "components": [
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                "key": "ownership_backing",
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                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "missed",
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                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "78 followers of fastclaw-ai",
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                "status": "partial",
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                      "count": 78,
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                ],
                "max_points": 25
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              {
                "key": "track_record",
                "name": "Track record",
                "detail": "6 public repos, account ~0 yr old",
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                "details": [
                  {
                    "code": "public_repos",
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                      "count": 6
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                  {
                    "code": "account_age_years",
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                      "years": 0
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/fastclaw-ai/fastclaw"
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 7
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            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
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                      "count": 1,
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                  }
                ],
                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 7 days ago",
                "points": 35,
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                "details": [
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                    "code": "publish_recency",
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                "max_points": 35
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              {
                "key": "version_history",
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                "detail": "72 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
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                      "count": 72
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                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "notes": [],
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 2
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                ],
                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
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              {
                "key": "linter_config",
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                "status": "met",
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                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
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                "points": 0,
                "status": "missed",
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                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
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            "note": null,
            "notes": [],
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            "inputs": {
              "topics": [
                "agent-factory",
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              "has_wiki": false,
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            "components": [
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                "key": "readme",
                "name": "README",
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                "points": 30,
                "status": "met",
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                "max_points": 30
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://fastclaw.ai",
                "points": 15,
                "status": "met",
                "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": "5 topics",
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                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
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                      "count": 5
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                ],
                "max_points": 10
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              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
        "value": 32,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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              "source": "openssf_scorecard",
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
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                "details": [],
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              {
                "key": "ci_tests",
                "name": "CI-Tests",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
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              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 4/23 approved changesets -- score normalized to 1",
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
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                "status": "partial",
                "details": [],
                "max_points": 2.5
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              {
                "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",
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                "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
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              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 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
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              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
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                "status": "missed",
                "details": [],
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              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
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                "max_points": 7.5
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              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
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              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "79 existing vulnerabilities detected",
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                "status": "missed",
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            ]
          },
          {
            "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": [
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                "code": "jurisdiction_evidence_limits",
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            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
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                "Russia",
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              "review_only_matches": 0,
              "assessed_self_published_locations": 3
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            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
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                    "code": "jurisdiction_no_match",
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                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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      {
        "key": "ai_readiness",
        "band": "excellent",
        "name": "AI Readiness",
        "value": 85,
        "weight": 0,
        "metrics": [
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            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
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                "code": "excluded_no_data",
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                "code": "weights_renormalized",
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            ],
            "value": 75,
            "inputs": {
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              "agent_instruction_max_bytes": 396
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            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "workspace/AGENTS.md",
                "points": 45,
                "status": "met",
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                ],
                "max_points": 45
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              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
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            "notes": [
              {
                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 88,
            "inputs": {
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                "key": "automated_tests",
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                "status": "met",
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                "max_points": 11
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                "key": "static_type_checking",
                "name": "Static type checking",
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                "details": [
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                "max_points": 11
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              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
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                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                ],
                "max_points": 10
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              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
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                "status": "excluded",
                "details": [
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                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
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                "status": "missed",
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          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
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            "notes": [],
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            "components": [
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                "key": "type_checkable_code",
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}

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.14.0 — full methodology · metrics wiki.

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