Public record
Software health reportschema 0.27.0 · metrics 2.3.1 · 2026-07-30 10:40 UTC

yashg4509 / perch

Go · JavaScriptMIT★ 0 stars⑂ 0 forkssince Apr 2026View on GitHub ↗
KindLibraryWeb interfaceCommand-line toolTerminal interfacehow this is determined

yashg4509/perch holds a health index of 56 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (76/100) and lowest on Security (38/100). It was last updated 8 days ago. A single contributor accounts for most of its recent work.

56
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

56
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
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.

The weighted overall 54 is calibrated to 56 on the published index scale (record calibration 2026-08-02).

Ownership

Yash GuptaPersonal account
16 followers17 public repossince Jan 2017

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/yashg4509/perchv0.0.10-88 days ago

Metrics by category

Vitality

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

66Good · 21% of overall
How it's scored
28.8/36Push recency — last push 8 days ago
2.1/36Commit cadence — 3/52 weeks with commits
13.5/18Commit volume — 31 commits in the last year
6/10OpenSSF Scorecard: Maintained — 8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6
Inputs used
commits_last_year31
human_commit_share1
days_since_last_push8
active_weeks_last_year3
How it's scored
27/27Ships releases — 8 releases published
36/36Release recency — latest release 8 days ago
27/27Release cadence — a release every ~14.3 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count8
latest_release_tagv0.0.10
releases_from_tagsno
days_since_latest_release8
mean_days_between_releases14.3

Community & Adoption

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

43Weak · 17% of overall
How it's scored
0/60Stars — 0 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services
has_pull_request_templateyes

Sustainability & Governance

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

44Weak · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
8/22.5Commit distribution — top contributor authored 64% of commits
2.7/13.5Contributor breadth — 2 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.645
How it's scored
0/42Issue resolution — 0% of issues closed
17/30PR acceptance — 13/23 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
1.5/15OpenSSF Scorecard: Code-Review — Found 2/16 approved changesets -- score normalized to 1
Inputs used
merged_prs13
open_issues2
closed_issues0
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0
closed_unmerged_prs10
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
8.8/25Owner reach — 16 followers of yashg4509
21.1/25Track record — 17 public repos, account ~9 yr old
Inputs used
followers16
owner_typeUser
is_verified
owner_loginyashg4509
public_repos17
account_age_days3,489
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 8 days ago
20/20Version history — 8 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/yashg4509/perch
ecosystemsgo
any_deprecatedno
min_days_since_publish8

Engineering Quality

Are baseline engineering and documentation practices in place?

76Good · 19% of overall
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_diryes
has_descriptionno

Security

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

38Weak · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 2/16 approved changesets -- score normalized to 1
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
4.5/7.5Maintained — 8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6
5/5Packaging — packaging workflow detected
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file 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 — 66 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3.8

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

64Moderate · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
29.2/40Legible commit history — 17 of 31 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.548
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.js
11/11Static type checking — examples/scenarios/full-platform/apps/api/tsconfig.json, examples/scenarios/full-platform/apps/web/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 8 of the last 31 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsexamples/scenarios/full-platform/apps/api/tsconfig.json, examples/scenarios/full-platform/apps/web/tsconfig.json
agent_commit_share0.258
toolchain_manifestsgo.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/191 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes24,194
source_files_sampled191
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files

Key facts

0GitHub stars
2contributors
31commits, last 12 months
8days since last push
8releases
1bus factor
2open issues
Go, npmpackage ecosystems

Data collection warnings

  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 3.8 / 10
3.8aggregate

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 · 2026-07-30 10:39 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 2/16 approved changesets -- score normalized to 1
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
6Maintained8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6
10Packagingpackaging workflow detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities66 existing vulnerabilities detected
Direct dependencies 13
RegistryPackageVersion constraintManifest
Gogithub.com/charmbracelet/bubbleteav1.3.4go.mod
Gogithub.com/charmbracelet/lipglossv1.1.0go.mod
Gogithub.com/charmbracelet/x/ansiv0.8.0go.mod
Gogithub.com/mattn/go-isattyv0.0.20go.mod
Gogithub.com/muesli/termenvv0.16.0go.mod
Gogithub.com/spf13/cobrav1.9.1go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
npm@xyflow/react^12.10.2web/package.json
npmdagre^0.8.5web/package.json
npmlucide-react^1.8.0web/package.json
npmreact^19.2.4web/package.json
npmreact-dom^19.2.4web/package.json
npmreact-router-dom^7.14.0web/package.json
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": 5179,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Go": 332417,
        "CSS": 150,
        "HTML": 357,
        "Ruby": 453,
        "Shell": 4302,
        "Makefile": 502,
        "JavaScript": 64143
      },
      "pushed_at": "2026-07-22T03:55:04Z",
      "created_at": "2026-04-05T01:08:46Z",
      "owner_type": "User",
      "updated_at": "2026-07-22T03:55:00Z",
      "description": null,
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Go",
      "significant_languages": [
        "Go",
        "JavaScript"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Yash Gupta",
      "type": "User",
      "login": "yashg4509",
      "company": null,
      "location": "Madison, WI",
      "followers": 16,
      "avatar_url": "https://avatars.githubusercontent.com/u/24994510?v=4",
      "created_at": "2017-01-08T21:27:01Z",
      "is_verified": null,
      "public_repos": 17,
      "account_age_days": 3489
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.0.10",
          "kind": "patch",
          "published_at": "2026-07-22T03:56:44Z"
        },
        {
          "tag": "v0.0.9",
          "kind": "patch",
          "published_at": "2026-07-22T03:25:23Z"
        },
        {
          "tag": "v0.0.8",
          "kind": "patch",
          "published_at": "2026-07-22T02:57:18Z"
        },
        {
          "tag": "v0.0.7",
          "kind": "patch",
          "published_at": "2026-07-20T02:14:59Z"
        },
        {
          "tag": "v0.0.3",
          "kind": "patch",
          "published_at": "2026-07-20T02:13:12Z"
        },
        {
          "tag": "v0.0.2",
          "kind": "patch",
          "published_at": "2026-04-13T04:33:35Z"
        },
        {
          "tag": "v0.0.1-retry.2",
          "kind": "prerelease",
          "published_at": "2026-04-13T04:12:44Z"
        },
        {
          "tag": "v0.0.1",
          "kind": "patch",
          "published_at": "2026-04-13T04:06:20Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "9b89ff41cc9bf6d8a5e057210ff7d36992974826",
          "body": "Replace SourcePlaceholder early return with live API health checks.\nToken discovery follows the same priority order as stacklogs:\nauth file → credentials store → environment variable.\n\nVercel: GET /v9/projects/{project} — 200 = healthy\nRender: GET /v1/services/{serviceId} — status=live = healthy\nSup\n[…]\nIVE_HEALTHY = healthy\n\nAll probes complete within 5s timeout. Missing credentials return\nhealthy:false with a clear setup message rather than an error.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(stackstatus): real health probes for Vercel, Render, Supabase (#25)",
          "author_name": "Sharath Bhattiprolu",
          "author_login": "sharathb5",
          "committed_at": "2026-07-22T03:54:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "04ee3b165a414f882f918eb8bdbc68cc703fc841",
          "body": "…API path (#24)\n\nTwo bugs:\n1. readSupabaseAuthToken only checked ~/.supabase/access-token but\n   modern Supabase CLI stores token in OS keychain. Added keyring\n   reader with file as fallback.\n\n2. Supabase logs endpoint /projects/{ref}/logs returns 404.\n   Correct endpoint is /analytics/endpoints/logs.all.\n\nResult: source changes from none to auth_file, 57 real log lines returned.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(stacklogs): read Supabase token from macOS keychain and fix logs …",
          "author_name": "Sharath Bhattiprolu",
          "author_login": "sharathb5",
          "committed_at": "2026-07-22T03:23:42Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ce9d3e51b1b147abdac332d4e6dc2755767cf138",
          "body": "url.ResolveReference with an absolute path replaces the entire path\ncomponent, stripping /v1 from versioned base URLs like api.render.com/v1.\nThis caused Render API calls to hit /services/... (404) instead of\n/v1/services/... (200), which was mislabeled as credentials_store:not_found.\n\nFix: joinAPIP\n[…]\ng\ndirectly instead of using ResolveReference, preserving the /v1 prefix.\n\nAffected providers: render, supabase (any provider with a versioned base URL)\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(stacklogs): joinAPIPath drops versioned prefix from base URLs (#23)",
          "author_name": "Sharath Bhattiprolu",
          "author_login": "sharathb5",
          "committed_at": "2026-07-22T02:55:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1b70f19416d040c99e51f1d8c98004419bd2ce97",
          "body": "* feat(examples): add full-platform scenario and benchmark doc\n\nMulti-app reference stack for end-to-end Perch demos; update examples README.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* docs: add codebase guide, debt inventory, and smoke script\n\nDocument merged platform+logs product state; a\n[…]\nn verification; update CHANGELOG [Unreleased].\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: yashg4509 <ysgupta@wisc.edu>\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(examples): full-platform benchmark scenario (#22)",
          "author_name": "Sharath Bhattiprolu",
          "author_login": "sharathb5",
          "committed_at": "2026-07-20T01:26:39Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4cf524a4ae08d6a362be4d91ea37e47599b1726b",
          "body": "Interactive provider auth and logs setup CLI; wire logs subcommand in root.\n\nCo-authored-by: yashg4509 <ysgupta@wisc.edu>\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(cli): add perch logs setup command (#21)",
          "author_name": "Sharath Bhattiprolu",
          "author_login": "sharathb5",
          "committed_at": "2026-07-20T01:25:22Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ff8c2c72e83393aeb88ba93419e160c1cb38dce0",
          "body": "Co-authored-by: yashg4509 <ysgupta@wisc.edu>\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(viz): wire status and graph APIs to web UI (#20)",
          "author_name": "Sharath Bhattiprolu",
          "author_login": "sharathb5",
          "committed_at": "2026-07-20T01:22:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "585a5f56c74b361c371627f6537ed52a607507d6",
          "body": "Co-authored-by: yashg4509 <ysgupta@wisc.edu>\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(auth): credentials store, env sync, and CLI onboarding (#19)",
          "author_name": "Sharath Bhattiprolu",
          "author_login": "sharathb5",
          "committed_at": "2026-07-20T01:21:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "10d8b9e286e74144afeb9e89964f2034b332c100",
          "body": "* feat(status): live provider probes and vendor YAML fixes\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* fix: gofmt stackstatus and stackcontext\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(status): live provider probes and vendor YAML fixes (#14)",
          "author_name": "Yash Gupta",
          "author_login": "yashg4509",
          "committed_at": "2026-07-20T01:05:22Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2f7fa0285f4ca823562e97850d42ffd642f9ca1e",
          "body": "updates to ship infra",
          "is_bot": false,
          "headline": "Merge pull request #5 from yashg4509/ship-infra",
          "author_name": "Yash Gupta",
          "author_login": "yashg4509",
          "committed_at": "2026-04-13T04:31:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1385cbf9a0215cdbe575fb1820501ec29b0ded3c",
          "body": null,
          "is_bot": false,
          "headline": "fix release file",
          "author_name": "yashg4509",
          "author_login": "yashg4509",
          "committed_at": "2026-04-13T04:30:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af187e13ba26d21db9d7e07f7ea99753ef2c7086",
          "body": "release infra",
          "is_bot": false,
          "headline": "Merge pull request #4 from yashg4509/ship-infra",
          "author_name": "Yash Gupta",
          "author_login": "yashg4509",
          "committed_at": "2026-04-13T04:04:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01bff5e04ebe56525b96bc0d8f2592364d924c44",
          "body": null,
          "is_bot": false,
          "headline": "change release to commti on main",
          "author_name": "yashg4509",
          "author_login": "yashg4509",
          "committed_at": "2026-04-13T04:00:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84380acdba9df2ae2d0e9ba93a641a25bb4965b5",
          "body": null,
          "is_bot": false,
          "headline": "initial ship infra push",
          "author_name": "yashg4509",
          "author_login": "yashg4509",
          "committed_at": "2026-04-13T03:53:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "699ef2274639c1ef8e2489e63c36628085acc93b",
          "body": "Add perch viz web UI with embedded React frontend",
          "is_bot": false,
          "headline": "Merge pull request #3 from yashg4509/gui",
          "author_name": "Yash Gupta",
          "author_login": "yashg4509",
          "committed_at": "2026-04-13T03:36:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca3400374dc1917c5646fe57c8f931f7052680b3",
          "body": "Main already defines render and supabase under providers/hosting/. Keeping\ntop-level copies from the viz branch caused duplicate name errors once\nLoadRegistry walked the tree recursively. Bundle root github.yaml in embed.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "fix(providers): remove duplicate flat render/supabase YAML; embed github",
          "author_name": "yashg4509",
          "author_login": "yashg4509",
          "committed_at": "2026-04-13T03:34:40Z",
          "body_truncated": false,
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                ],
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                "key": "commit_volume",
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                "key": "openssf_scorecard_maintained",
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                "key": "ships_releases",
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          },
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              {
                "key": "forks",
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                "key": "watchers",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "readme_badges": null,
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                "key": "license",
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                "points": 22.5,
                "status": "met",
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                  {
                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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              {
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                "key": "issue_template",
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                "key": "pr_template",
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                "key": "contributor_breadth",
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                "key": "openssf_scorecard_contributors",
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                "max_points": 10
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            ]
          },
          {
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            "notes": [
              {
                "code": "excluded_no_data",
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              {
                "code": "weights_renormalized",
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            "value": 21,
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              "prs_merged_7d": null,
              "prs_decided_7d": null,
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                "key": "issue_resolution",
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                    "code": "issues_closed_share",
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                "max_points": 42
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              {
                "key": "pr_acceptance",
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                    "code": "decided_prs_merged",
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                "max_points": 30
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              {
                "key": "newcomer_pr_acceptance",
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                "max_points": 13
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                "key": "openssf_scorecard_code_review",
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            ]
          },
          {
            "key": "stewardship",
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                "code": "excluded_no_data",
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            "value": 50,
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                "key": "ownership_backing",
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                "max_points": 30
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                "key": "verified_domain",
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                "key": "owner_reach",
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                "key": "track_record",
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
            "value": 100,
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              "ecosystems": "go",
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                "key": "published_resolvable",
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                "key": "not_deprecated",
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        ],
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                "key": "openssf_scorecard_ci_tests",
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          }
        ],
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                "key": "code_review",
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                "key": "contributors",
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                "key": "dangerous_workflow",
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              },
              {
                "key": "dependency_update_tool",
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                "points": 0,
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                "details": [],
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "license",
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                "detail": "license file detected",
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6",
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                "status": "partial",
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              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
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                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
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                "status": "partial",
                "details": [],
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              },
              {
                "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 detected",
                "points": 5,
                "status": "met",
                "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",
                "details": [],
                "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": "66 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 64,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 29,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.548,
              "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": "17 of 31 human commits state their intent (structured subject or explanatory body)",
                "points": 29.2,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 17,
                      "sampled": 31
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 87,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "examples/scenarios/full-platform/apps/api/tsconfig.json",
                "examples/scenarios/full-platform/apps/web/tsconfig.json"
              ],
              "agent_commit_share": 0.258,
              "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": "eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "examples/scenarios/full-platform/apps/api/tsconfig.json, examples/scenarios/full-platform/apps/web/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples/scenarios/full-platform/apps/api/tsconfig.json, examples/scenarios/full-platform/apps/web/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "8 of the last 31 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 8,
                      "sampled": 31
                    }
                  }
                ],
                "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 5",
                "points": 5,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 24194,
              "source_files_sampled": 191,
              "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": "0/191 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 191,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library",
        "web-ui",
        "cli",
        "tui"
      ],
      "scores": {
        "cli": 4,
        "tui": 4,
        "web-ui": 4,
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:github.com/spf13/cobra",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "tui",
          "source": "dep:github.com/charmbracelet/bubbletea",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "web-ui",
          "source": "dep:react-dom",
          "weight": 4
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T10:40:06.098913Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/y/yashg4509/perch.svg",
  "full_name": "yashg4509/perch",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.3.1, schema v0.27.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsGo.