Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-25 05:10 UTC

g8rswimmer / cogniflow

Visual AI workflow automation platform with a drag-and-drop canvas editor, built-in LLM/RAG/HTTP nodes, cron and webhook triggers, and an evaluation system for grading workflow outputs

Go · TypeScriptMIT★ 2 stars⑂ 0 forkssince May 2026View on GitHub ↗

#agentic-workflows #ai-agents #go #react

g8rswimmer/cogniflow holds a health index of 50 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (86/100) and lowest on Community & Adoption (24/100). It was last updated 28 days ago. A single contributor accounts for most of its recent work.

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.

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

SeanPersonal account

26 followers24 public repossince Dec 2017

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

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish
Go	github.com/g8rswimmer/cogniflow	v1.13.1	-	12	29 days ago

Metrics by category

Vitality

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

68Moderate · 22% of overall

Development activity

47At risk

How it's scored

28.8/36	Push recency — last push 28 days ago
3.5/36	Commit cadence — 5/52 weeks with commits
15.1/18	Commit volume — 47 commits in the last year
0/10	OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully

Inputs used

commits_last_year	47
human_commit_share	1
days_since_last_push	28
active_weeks_last_year	5

Release discipline

100Excellent

How it's scored

27/27	Ships releases — 12 releases published
36/36	Release recency — latest release 29 days ago
27/27	Release cadence — a release every ~1.1 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	12
latest_release_tag	v1.13.1
releases_from_tags	no
days_since_latest_release	29
mean_days_between_releases	1.1

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?

24Critical · 18% of overall

Popularity & adoption

1Critical

How it's scored

0/60	Stars — 2 stars
0/25	Forks — 0 forks
0/15	Watchers — 0 watchers

Inputs used

forks	0
stars	2
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?

54Moderate · 24% of overall

Maintainer resilience (bus factor)

10Critical

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
0/22.5	Commit distribution — top contributor authored 100% of commits
1.4/13.5	Contributor breadth — 1 contributors
0/10	OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0

Inputs used

bus_factor	1
contributors_sampled	1
top_contributor_share	1

Issue & PR responsiveness

72Good

How it's scored

0/46.8	Issue resolution — no issues or no data
38.2/38.3	PR acceptance — 43/43 decided PRs merged
0/15	OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0

Inputs used

merged_prs	43
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

53Moderate

How it's scored

10/30	Ownership backing — personal (user) account
0/20	Verified domain — not applicable to user accounts
10.3/25	Owner reach — 26 followers of g8rswimmer
22.2/25	Track record — 24 public repos, account ~8 yr old

Inputs used

followers	26
owner_type	User
is_verified	—
owner_login	g8rswimmer
public_repos	24
account_age_days	3,129

Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Excellent

How it's scored

25/25	Published & resolvable — 1 package(s) on go
35/35	Publish recency — latest publish 29 days ago
20/20	Version history — 12 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	github.com/g8rswimmer/cogniflow
ecosystems	go
any_deprecated	no
min_days_since_publish	29

Engineering Quality

Are baseline engineering and documentation practices in place?

66Moderate · 20% of overall

Engineering practices

76Good

How it's scored

24/24	CI workflows — 2 workflow(s)
24/24	Tests present
16/16	Linter config — eslint.config.js
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
12/20	OpenSSF Scorecard: CI-Tests — 20 out of 30 merged PRs checked by a CI test -- score normalized to 6

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	no

Documentation

50Moderate

How it's scored

30/30	README
0/25	Documentation directory
0/15	Documentation / homepage site
10/10	Repository description
10/10	Topics — 4 topics
0/10	Wiki

Inputs used

topics	agentic-workflows, ai-agents, go, react
has_wiki	no
homepage	—
has_readme	yes
has_docs_dir	no
has_description	yes

Security

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

27Critical · 16% of overall

Security posture

27Critical

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
2.2/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
1.5/2.5	CI-Tests — 20 out of 30 merged PRs checked by a CI test -- score normalized to 6
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5	Code-Review — Found 0/30 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
0/7.5	Maintained — project was created within the last 90 days. Please review its contents carefully
0/5	Packaging — no data
1/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
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
0/7.5	Vulnerabilities — 23 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	16
scorecard_version	v5.5.0
checks_inconclusive	2
scorecard_aggregate	2.7

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.

86Excellent · 0% of overall

Agent context & guidance

85Excellent

How it's scored

45/45	Agent instructions — CLAUDE.md
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 43 of 47 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
legible_history_share	0.915
agent_instruction_files	CLAUDE.md
agent_instruction_max_bytes	11,417

Verify loop (build / test / typecheck)

84Good

How it's scored

18/18	One-command bootstrap — backend/Makefile
22/22	Automated tests
11/11	Lint / format config — eslint.config.js
11/11	Static type checking — frontend/tsconfig.json
10/10	Reproducible environment — Dockerfile, lockfile
10/10	Demonstrated agent practice — 39 of the last 47 commits agent-authored or agent-credited
0/8	Automated maintenance — no automated dependency updates observed
2/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2

Inputs used

has_nix	no
has_tests	yes
lockfiles	go.sum, package-lock.json
has_dockerfile	yes
typed_language	yes
bootstrap_files	backend/Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	frontend/tsconfig.json
agent_commit_share	0.83
toolchain_manifests	backend/go.mod, examples/plugins/echo/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 — 0/224 source files over 60KB

Inputs used

primary_language	Go
largest_source_bytes	41,046
source_files_sampled	224
oversized_source_files	0

Machine-readable interfaces

80Good

How it's scored

40/40	API schema (OpenAPI/GraphQL/proto) — backend/proto/grader/v1/grader.proto, backend/proto/plugin/v1/plugin.proto
0/20	MCP server
40/40	Runnable examples — demos, examples

Inputs used

example_dirs	demos, examples
has_mcp_signal	no
api_schema_files	backend/proto/grader/v1/grader.proto, backend/proto/plugin/v1/plugin.proto

Key facts

2GitHub stars

1contributors

47commits, last 12 months

28days since last push

12releases

1bus factor

0open issues

Go, npmpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 2.7 / 10

2.7aggregate

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 · 2026-07-25 05:10 UTC

10	Binary-Artifacts	no binaries found in the repo
3	Branch-Protection	branch protection is not maximal on development and all release branches
6	CI-Tests	20 out of 30 merged PRs checked by a CI test -- score normalized to 6
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
0	Code-Review	Found 0/30 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
0	Maintained	project was created within the last 90 days. Please review its contents carefully
n/a	Packaging	packaging workflow not detected
2	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 2
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
0	Vulnerabilities	23 existing vulnerabilities detected

Direct dependencies 17

Registry	Package	Version constraint	Manifest
Go	github.com/glebarez/go-sqlite	`v1.21.2`	backend/go.mod
Go	github.com/go-sql-driver/mysql	`v1.10.0`	backend/go.mod
Go	github.com/golang-migrate/migrate/v4	`v4.19.1`	backend/go.mod
Go	github.com/google/cel-go	`v0.28.1`	backend/go.mod
Go	github.com/gorilla/websocket	`v1.5.3`	backend/go.mod
Go	github.com/jmoiron/sqlx	`v1.4.0`	backend/go.mod
Go	github.com/robfig/cron/v3	`v3.0.1`	backend/go.mod
Go	github.com/tidwall/gjson	`v1.19.0`	backend/go.mod
npm	@microlink/react-json-view	`^1.31.20`	frontend/package.json
npm	@rjsf/core	`^6.6.1`	frontend/package.json
npm	@rjsf/utils	`^6.6.1`	frontend/package.json
npm	@rjsf/validator-ajv8	`^6.6.1`	frontend/package.json
npm	@xyflow/react	`^12.11.0`	frontend/package.json
npm	react	`^18.3.1`	frontend/package.json
npm	react-dom	`^18.3.1`	frontend/package.json
npm	react-router-dom	`^7.17.0`	frontend/package.json
npm	zustand	`^5.0.14`	frontend/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": [
        "agentic-workflows",
        "ai-agents",
        "go",
        "react"
      ],
      "is_fork": false,
      "size_kb": 771,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Go": 1058597,
        "CSS": 4664,
        "HTML": 978,
        "Shell": 15187,
        "Makefile": 358,
        "Dockerfile": 1260,
        "JavaScript": 591,
        "TypeScript": 386906
      },
      "pushed_at": "2026-06-26T15:45:53Z",
      "created_at": "2026-05-29T19:48:28Z",
      "owner_type": "User",
      "updated_at": "2026-06-26T15:45:55Z",
      "description": "Visual AI workflow automation platform with a drag-and-drop canvas editor, built-in LLM/RAG/HTTP nodes, cron and webhook triggers, and an evaluation system for grading workflow outputs",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Go",
      "significant_languages": [
        "Go",
        "TypeScript"
      ]
    },
    "owner": {
      "blog": "https://www.linkedin.com/in/sean-justice-932240102/",
      "name": "Sean",
      "type": "User",
      "login": "g8rswimmer",
      "company": null,
      "location": null,
      "followers": 26,
      "avatar_url": "https://avatars.githubusercontent.com/u/34941871?v=4",
      "created_at": "2017-12-29T14:35:19Z",
      "is_verified": null,
      "public_repos": 24,
      "account_age_days": 3129
    },
    "license": {
      "state": "standard",
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      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.13.1",
          "kind": "patch",
          "published_at": "2026-06-25T20:54:21Z"
        },
        {
          "tag": "v1.13.0",
          "kind": "minor",
          "published_at": "2026-06-25T02:11:14Z"
        },
        {
          "tag": "v1.12.0",
          "kind": "minor",
          "published_at": "2026-06-24T02:10:37Z"
        },
        {
          "tag": "v1.11.0",
          "kind": "minor",
          "published_at": "2026-06-22T21:17:09Z"
        },
        {
          "tag": "v1.10.0",
          "kind": "minor",
          "published_at": "2026-06-21T16:27:32Z"
        },
        {
          "tag": "v1.9.0",
          "kind": "minor",
          "published_at": "2026-06-19T18:00:10Z"
        },
        {
          "tag": "v1.8.0",
          "kind": "minor",
          "published_at": "2026-06-17T15:53:33Z"
        },
        {
          "tag": "v1.7.0",
          "kind": "minor",
          "published_at": "2026-06-16T20:59:51Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2026-06-16T00:50:23Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2026-06-15T16:35:16Z"
        },
        {
          "tag": "v1.1.0-beta",
          "kind": "prerelease",
          "published_at": "2026-06-10T01:46:26Z"
        },
        {
          "tag": "v1.0.0-beta",
          "kind": "prerelease",
          "published_at": "2026-06-07T15:40:10Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "b66a91a745afadc3510428e42ee1f362d0441b42",
          "body": "CLAUDE.md, REQUIREMENTS.md, ARCHITECTURE.md, and PROJECT_PLAN.md were\nall written before F03 auth, F04 versioning, the eval system (ME1–ME5),\nand loop support were implemented. This commit brings them in sync:\n\n- CLAUDE.md: add auth/email/eval packages to layout, new env vars\n  (JWT_SECRET, JWT_TTL,\n[…]\noutes; update frontend route structure\n- PROJECT_PLAN.md: cross-reference eval plan (ME1-ME5), F03 auth,\n  F04 versioning, and loop milestone\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update docs to reflect auth, eval, versioning, and loop features (#43)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-26T15:45:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dc97c1a0c4c7f4478287b4df8a1dc0320ffc8594",
          "body": "* Refactor backend for maintainability, testability, and resilience\n\n- Split workflow_handler.go (678 lines) into handler + workflow_validator.go;\n  validators are now package-level functions taking *node.NodeRegistry\n- Extract handleLoopIteration() from runDAG to isolate loop state management;\n  in\n[…]\nff timer is stopped on cancellation rather\n  than leaked until it fires\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refactor backend for maintainability, testability, and resilience (#42)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-26T12:02:46Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "13cfa6735bc8ab06164520b8e94e526c914915de",
          "body": "getMe() was called unconditionally on mount; a 401 from an unauthenticated\nrequest triggered a window.location redirect to /login, which reloaded the\npage and repeated the cycle. Now only fires when a stored token exists.\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix infinite reload loop on login page (#41)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-25T20:53:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "25e3e4e396006533e65c2f097c46979e924c1ce0",
          "body": "* F03 user authentication and multi-tenancy (#40)\n\nAdds JWT-based auth, invite-only registration, RBAC (system_admin /\norg_admin / member), six permission scopes (workflow:read/write/run,\neval:read/write/run), and organisation-scoped data isolation across the\nfull stack.\n\nBackend:\n- Migrations 0022–\n[…]\ne async/await pattern already used by\nWorkflowListPage and other pages.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "F03 auth (#40)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-25T02:10:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d5875b8c01d131b1302038714184d7d910549668",
          "body": "* F02 message queue triggers (Kafka & SQS)\n\nAdds kafka and sqs trigger kinds so workflows can fire on incoming\nmessages without polling. Each kind runs a background consumer goroutine\nmanaged by the trigger Manager alongside the existing cron and webhook\ntriggers. SQS uses long-polling and deletes m\n[…]\nun loops\n- fix sqs test mock to block on ctx.Done() instead of spinning\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "F02 message queue trigger (#39)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-24T02:09:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f93b17353231ba5a882dd70b4397580982bd2752",
          "body": "* F04 workflow versioning (#38)\n\nEvery PUT /workflows/{id} save now automatically snapshots the full\nworkflow definition as an immutable version. Sensitive config values\n(API keys, passwords) are preserved across restore using the same\nAES-256-GCM encryption as the main node_configs table — no\nre-en\n[…]\nd nil\n- Guard liveFailedCount with Math.max(0,...) in EvalRunDetailPage\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "F04 workflow versioning (#38)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-22T21:16:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e745517d147cb8da71f595f792062b079b68a7fe",
          "body": "* Ef05 custom grader plugins via gRPC\n\nAdds out-of-process grader plugin support that mirrors the existing node\nplugin protocol (M9/M10): external processes implement a gRPC contract\nand register with the eval engine at runtime, enabling grader extensions\nin any language.\n\n- proto/grader/v1: GraderP\n[…]\nial load useEffect,\nmatching the same pattern used in WorkflowListPage.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Ef05 custom grader plugins (#37)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-21T16:26:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "63ec79e84a5f5431801a0484ae04f5103b24fa47",
          "body": "* Ef06 eval result streaming via websocket\n\nReplace 2-second polling on EvalRunDetailPage with a WebSocket stream.\nEvalEventBus fans out eval.test_case.completed events as each test case\nfinishes, so results appear progressively. Terminal runs use a fast-path\nthat bursts stored results from the DB o\n[…]\n'error') so the\n   live counts match the authoritative terminal summary\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Ef06 eval result streaming (#36)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-20T18:37:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1d8b0769a77294d1aa677586093da19670a99756",
          "body": "* EF-03 dataset import — bulk TestCase creation from CSV / JSONL\n\nAdds POST /v1/eval-suites/{suite_id}/test-cases/import (multipart):\nparses .csv or .jsonl files (max 500 rows / 5 MB), creates valid rows\nas TestCases, and reports per-row errors in the response without\naborting remaining rows (partia\n[…]\nements\n\n* Remove unused _count param to fix ESLint no-unused-vars error\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Ef03 dataset import (#35)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-19T17:58:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "70a14b734204e60131bdc085ef127b9997e401f8",
          "body": "* F01 workflow loops with configurable max-iteration guard\n\nAdds loop.controller node type and loop-back edge support so workflows\ncan re-execute a body sub-graph up to N times with an optional CEL exit\ncondition — enabling agentic patterns (generate → evaluate → refine →\nrepeat) that the strict DAG\n[…]\nen when body→ctrl is drawn before ctrl→body\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* update the requireements\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "F01 workflow loops (#34)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-19T01:56:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "79ff950e8222569acf1f7da42c69ec5d3a91bd97",
          "body": null,
          "is_bot": false,
          "headline": "updated requirements (#33)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-17T15:55:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a3342379c9b3e9229e108f49978524b2d510d4e",
          "body": "* EF-04 baseline comparison across eval runs\n\nAdds GET /v1/eval-runs/{id}/compare?baseline_run_id={id} which diffs two\ncompleted runs from the same suite, classifying each test case as regressed,\nimproved, unchanged, new_case, or missing. Frontend adds a baseline selector\ndropdown on EvalRunDetailPa\n[…]\noist changeOrder\n  map to package scope to avoid per-request allocation\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Ef04 baseline comparision (#32)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-17T15:52:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a52de85e22fa066079b69b5fce03c21fcf2ca861",
          "body": null,
          "is_bot": false,
          "headline": "updated future consideration (#31)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-16T21:01:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2324ec1c61d3f488427104eec8e45c8451794eea",
          "body": "* F05 persistent per-node execution data (#30)\n\nPersist per-node status, output, and error for every workflow run so past\nruns can be fully replayed without a live WebSocket connection.\n\n- Migration 0014: adds `node_results JSON` column to `runs`\n- store.NodeResult + SaveRunNodeResults added to Stor\n[…]\n,\n  eliminating the duplicated nodeResults/finalOutput branching logic.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "F05 presistent per node execution data (#30)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-16T20:59:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fd5bab469a084343c932845efc7d105d5d6dc344",
          "body": "* Add unified workflow settings panel\n\nConsolidates title, description, trigger, and inputs into a single\nSettings button/modal, replacing the separate Trigger and Inputs\nbuttons in the navbar. Adds description field support end-to-end\n(store, save payload, load).\n\nCo-Authored-By: Claude Sonnet 4.6 \n[…]\nscription changes\n- Show description on WorkflowListPage workflow cards\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Workflow config settings (#29)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-16T00:47:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cc49ee08b2775ce36a7b38f8442d151902019579",
          "body": "* MEF1: eval trigger data foundation\n\nAdd trigger_kind/trigger_config columns to eval_suites and triggered_by\nto eval_runs (migration 0013). EvalSuite gains TriggerKind, CronExpr,\nand WebhookSecret fields; EvalRun gains TriggeredBy. The eval handler\nvalidates cron expressions, generates encrypted we\n[…]\ners, and\nlink to MEF2/MEF3/MEF4 demo files in the Try the demo section.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Automated eval runs (#28)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-16T00:10:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7885771eee4b6d2b8f7a151623b417829ae80d4b",
          "body": "* ME5: frontend run and observe\n\nAdds expandable test case result rows, per-grader verdict display with\ncollapsible actual_value, checklist per-criterion breakdown, and an\nextracted EvalRunHistory component with duration tracking.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* Update \n[…]\nes duplicated duration\n  logic in EvalRunHistory and EvalRunDetailPage)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Me5 frontend run and observe (#27)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-15T13:35:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2d56840e375b13a1526fc416a76c69bbc2548ae7",
          "body": "* ME4: Eval Suite authoring UI\n\nAdds the full browser interface for creating and configuring eval suites,\ntest cases, mocks, and all five grader types (string match, numeric\nthreshold, LLM judge, JSON schema, checklist).\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* Fix mock/grader n\n[…]\nessful run trigger: move\n  setTriggeringRun(false) into a finally block\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Me4 frontend suite test case authoring (#26)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-14T18:26:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "abfb4ebc3569113aa057d95703e1a031f5bdaa50",
          "body": "* ME3: LLM graders (llm_judge and checklist)\n\nImplements ME3 from PROJECT_PLAN_EVAL.md:\n\n- eval/graders/llm_judge.go — binary pass/fail grader; calls aiprovider.LLMClient.Complete() with a rubric + content; parses {\"verdict\",\"explanation\"} JSON; preamble-tolerant extraction; bad API key or parse fai\n[…]\nve time, returning 400\n   instead of deferring errors to eval-run time.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Me3 llm graders (#25)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-12T23:57:43Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7719376d617cfcd24852b039c60ef038daeb4127",
          "body": "* ME2: eval execution & deterministic graders\n\n- Add NodeMocks to trigger.RunRequest; engine/runner intercepts mocked\n  nodes, emits node.succeeded with \"mocked\":true, skips output parsers\n- eval/graders: string_match (exact/contains/regex), numeric_threshold,\n  json_schema (draft-07 via santhosh-te\n[…]\n\n  → NewEvalRunner → runAsync so background goroutines stop on shutdown\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Me2 eval execution deterministic graders (#24)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-12T21:06:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cfb2cf6c7d5333ca1c491a6d04bdc2fa968afa14",
          "body": "* ME1: eval data foundation and CRUD API (#23)\n\nAdd eval suite and test case persistence with save-time validation and\napi_key encryption, wiring the new store interface through to HTTP handlers.\n\n- Migration 0012: eval_suites, eval_test_cases, eval_runs, eval_test_case_results tables (no FK constra\n[…]\n INSERT in a transaction to close the TOCTOU race on concurrent inserts\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ME1: eval data foundation and CRUD API (#23) (#23)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-12T01:36:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "58e60957c74a83885f1ee2dbd7ba4f8c6fb1c5ca",
          "body": "* requirements for evals\n\n* architecture for the evals\n\n* project plan for the evals",
          "is_bot": false,
          "headline": "Eval planning (#22)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-10T22:58:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4cf21f3cf98c6824a68cc926c3383cc386a7391",
          "body": "* Initial node input schema\n\nAllow workflow authors to declare the expected fields (name, type, description) for a workflow's initial run data. The schema is stored on the workflow and used to drive the template variable picker (individual {{._initial.field}} chips instead of a bare {{._initial}} ch\n[…]\ne\n@typescript-eslint/no-unused-expressions rule. Replaced with if/else.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Intial node schema (#21)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-10T01:41:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "96c55a2b30105514aab5004b557c2d3a6b83a57a",
          "body": "* adding workflows\n\n* Fix all ESLint errors surfaced by CI frontend workflow\n\n- ConditionalRuleBuilder: move setRules useCallback above the early\n  return to satisfy react-hooks/rules-of-hooks\n- SchemaForm: replace useEffect-based picker reset with the\n  React-recommended \"adjust state during render\n[…]\nichever Go version setup-go installs, eliminating the version mismatch.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "adding workflows (#20)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-07T15:32:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0987169979079575e23dea3447cdeca6180c2c39",
          "body": "* M13: Production build & hardening\n\n- frontend/Dockerfile: multi-stage Node 20 → nginx 1.27 build; VITE_API_BASE\n  defaults to empty so the JS bundle uses relative URLs proxied by nginx\n- frontend/nginx.conf: SPA routing (try_files), proxies /v1/ (REST + WebSocket),\n  /health, and /admin/ to the ba\n[…]\ne Sonnet 4.6 <noreply@anthropic.com>\n\n* Add DEMO.md reference to README\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "M13 production build hardening (#19)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-06T19:26:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "17ac7dc385b7149824743786d55206673f934ccb",
          "body": "* M15: Improved LLM node inputs — textarea with inline variable picker\n\nReplace single-line inputs on LLM prompt/system_msg fields with scrollable\ntextareas and a per-field inline variable picker (node dropdown → field\ndropdown → Insert button), matching the ConditionalRuleBuilder UX pattern.\nAdds t\n[…]\n- Merge initialField into pickerField (single state for both branches).\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Llm node system prompt inputs (#18)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-06T18:43:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8275ba694672a20753fbbe3490a6d10f0668dd4f",
          "body": "* M14: Enhanced conditional node — visual rule builder + multi-branch routing\n\n- Conditional node now supports N named rules (first-match wins) plus an implicit\n  fallback branch, replacing the binary true/false model\n- Each rule supports multiple conditions (AND or OR) defined via structured config\n[…]\norks well' updated for the\n  visual builder; CEL-specific notes removed\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Conditional node updates (#17)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-06T16:58:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "28e9115955db13f9a4d41acfd0f92f2793032462",
          "body": "* adding json files\n\n* Milestone 12: Frontend — Run & Observe\n\n- useRunStore: active run state, per-node status map, panel visibility\n- useRunEvents: WebSocket hook consuming /v1/runs/:run_id/events\n- RunStatusPanel: bottom drawer showing live node status during a run\n- NodeStatusList: per-node badg\n[…]\nt state is present, saving one\n  full RTT on the common navigation path\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "M12 run observe (#16)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-06T03:37:43Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "573c953fb153aa1fb9ab04c4092b94f63bc40f22",
          "body": "1. useWorkflowStore: filter onNodesChange so only user-initiated changes\n   (add/remove/position) set isDirty=true; internal React Flow events\n   (select, dimensions, fitView) no longer flip the unsaved indicator on\n   a freshly loaded workflow. Node deletion now also prunes configs and\n   outputPar\n[…]\n Move the boundary from the app\n   root down to wrap only the editor routes so a crash in the editor\n   does not kill the workflow list page.\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix five code-review findings in M11 frontend (#15)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-05T16:43:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ee557abc193b05d74416aca54aca17850d32a10c",
          "body": "Vite + React 18 + TypeScript SPA with Tailwind CSS v4. Implements the\nfull workflow authoring UI: node palette (drag-and-drop), React Flow\ncanvas, config sidebar with RJSF schema-driven forms, template variable\npicker (cursor-position insertion), output parser panel, trigger modal,\nand workflow list\n[…]\nes on every selector call\n- Add lastSentRef guard in SchemaForm to suppress RJSF's on-mount\n  onChange from triggering a Zustand update cycle\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Milestone 11: Frontend — Canvas & CRUD (#14)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-05T16:29:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7835aa5656177c19fa2f27751059aa7504018fb5",
          "body": "* update project plan\n\n* Milestone 10: Plugin Registry — Admin API & Persistence\n\nPlugins can now be registered, updated, and deregistered at runtime via\na REST admin API. Registrations are persisted in a new\nplugin_registrations table and automatically re-established on startup,\nmaking them durable\n[…]\nisterOne)\n  to enable handler-layer testing without a live gRPC server.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "M10 plugin registery (#13)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-05T00:02:05Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5f7e157a18777171a91c192a2791461e8ba0369a",
          "body": "* Milestone 9: gRPC Plugin Protocol\n\n- proto/plugin/v1/plugin.proto — NodePlugin service (Meta + Execute RPCs)\n- internal/node/plugin/grpc_proxy.go — NodeHandler adapter wrapping a gRPC\n  client; implements io.Closer for connection cleanup on shutdown\n- internal/node/plugin/registrar.go — reads PLUG\n[…]\nt unset oneof instead of len(rawData)==0\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* updated for a new milestone\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "M9 grpc plugin (#12)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-04T01:50:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cb9cc5deac1a122adab38725ed205e15c0925462",
          "body": "* Milestone 8: Advanced Deterministic Nodes\n\nAdds the full deterministic built-in node library:\n- conditional.branch: CEL boolean expression routing with branch_label edges;\n  save-time compilation via ValidateExpression; program cached per-expression\n- data.transform: Go text/template expansion ove\n[…]\nons reuse a connection pool instead of opening and closing one per call\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "M8 advanced deterministic nodes (#11)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-03T22:24:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "eae90a129ee8cc518b68f2b1441d8f306e108576",
          "body": "* Milestone 7: RAG nodes with code-review fixes\n\nImplements rag.ingest and rag.retrieve built-in nodes, MySQL vector\nstore, and migration 0005. Addresses all issues from the post-review:\n\nCorrectness fixes:\n- UpsertChunks now DELETEs existing chunks per document_id before\n  inserting, preventing sta\n[…]\neanup\n  requires a future migration to add workflow_id to rag_documents\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "M7 rag nodes (#10)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-03T03:17:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "986b2e38f06a513c93b705cd604fb8d9b9870d2d",
          "body": "All workflow, run, node-type, and webhook endpoints are now served under\n/v1 (e.g. GET /v1/workflows, POST /v1/workflows/{id}/runs). Infrastructure\nendpoints (/health, /admin/log-level) remain unversioned. Updates the\nwebhook_url field in workflow responses.\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Version all business API routes under /v1 (#9)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-02T17:59:52Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "abf62c555c3702de621caaf30d7f2eff4f63d461",
          "body": "Adds JSON structured logging via slog throughout the execution engine,\nwith a mutable LevelVar so the level can be changed without a restart.\n\n- LOG_LEVEL env var (debug/info/warn/error) sets the startup level\n- GET /admin/log-level returns current level\n- PUT /admin/log-level {\"level\":\"debug\"} chan\n[…]\nd and duration_ms\n- Warn logs on retry attempts with attempt number, backoff, and last error\n- Error logs on node panic and handler-not-found\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add structured logging and runtime log-level control (#8)",
          "author_name": "Sean",
          "author_login": "g8rswimmer",
          "committed_at": "2026-06-02T17:52:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a5b4d4af955ea42ae7e9bd86df848175bdb8ec00",
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                "detail": "47 commits in the last year",
                "points": 15.1,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 47
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 12,
              "latest_release_tag": "v1.13.1",
              "releases_from_tags": false,
              "days_since_latest_release": 29,
              "mean_days_between_releases": 1.1
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "12 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 29 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 29
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~1.1 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 1.1
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                  }
                ],
                "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": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "critical",
        "name": "Community & Adoption",
        "value": 24,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 2,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "2 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "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"
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                  }
                ],
                "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": 54,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 43,
              "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": "43/43 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 43,
                      "decided": 43
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 53,
            "inputs": {
              "followers": 26,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "g8rswimmer",
              "public_repos": 24,
              "account_age_days": 3129
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "26 followers of g8rswimmer",
                "points": 10.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 26,
                      "login": "g8rswimmer"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "24 public repos, account ~8 yr old",
                "points": 22.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 24
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/g8rswimmer/cogniflow"
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 29
            },
            "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 29 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 29
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "12 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 12
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                  }
                ],
                "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": 66,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "20 out of 30 merged PRs checked by a CI test -- score normalized to 6",
                "points": 12,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [
                "agentic-workflows",
                "ai-agents",
                "go",
                "react"
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              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
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                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 4
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                  }
                ],
                "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": "critical",
        "name": "Security",
        "value": 27,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "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": 27,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 2.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "20 out of 30 merged PRs checked by a CI test -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 1,
                "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": "23 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "excellent",
        "name": "AI Readiness",
        "value": 86,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.915,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 11417
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "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": "43 of 47 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 43,
                      "sampled": 47
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "backend/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "frontend/tsconfig.json"
              ],
              "agent_commit_share": 0.83,
              "toolchain_manifests": [
                "backend/go.mod",
                "examples/plugins/echo/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "backend/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "backend/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": "frontend/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "frontend/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": "39 of the last 47 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 39,
                      "sampled": 47
                    }
                  }
                ],
                "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 2",
                "points": 2,
                "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": 41046,
              "source_files_sampled": 224,
              "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": "0/224 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 224,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "demos",
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "backend/proto/grader/v1/grader.proto",
                "backend/proto/plugin/v1/plugin.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "backend/proto/grader/v1/grader.proto, backend/proto/plugin/v1/plugin.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "backend/proto/grader/v1/grader.proto, backend/proto/plugin/v1/plugin.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "demos, examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "demos, examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T05:10:25.033864Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/g8rswimmer/cogniflow.svg",
  "full_name": "g8rswimmer/cogniflow",
  "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.

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