Public recordModerate
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 03:30 UTC
adelinamart / robrain
Shared memory across your team and your AI agents — with judgment about what's worth keeping.
adelinamart/robrain holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (76/100) and lowest on Security (25/100). It was last updated today. A single contributor accounts for most of its recent work.
57
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
57
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
AdelinaPersonal account
5 followers9 public repossince Nov 2016Google
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 | Tags |
|---|---|---|---|---|---|---|
| npm | robrain | 2.4.0 | 2,172 | 25 | 4 days ago | aiagentmemorymcpclaude-codecursorcopilotcodex |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
71
Development activity
60Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 6.2/36 | Commit cadence — 9/52 weeks with commits |
| 18/18 | Commit volume — 148 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 | 148 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 9 |
Release discipline
88Excellent
How it's scored
| 16.2/27 | Ships releases — 15 version tags (no GitHub releases) |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~1.3 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 15 |
| latest_release_tag | v2.4.1 |
| releases_from_tags | yes |
| days_since_latest_release | 0 |
| mean_days_between_releases | 1.3 |
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?
52
Popularity & adoption
35At risk
How it's scored
| 31/60 | Stars — 82 stars |
| 4/25 | Forks — 4 forks |
| 0/15 | Watchers — 2 watchers |
Inputs used
| forks | 4 |
| stars | 82 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | below_threshold |
Community health
70Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | 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 | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
56Moderate
How it's scored
| 44.5/80 | Monthly downloads — 2,172 downloads/month across npm |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | robrain |
| dependents | — |
| ecosystems | npm |
| total_downloads | — |
| monthly_downloads | 2,172 |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
52
Maintainer resilience (bus factor)
19Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 1.5/22.5 | Commit distribution — top contributor authored 93% of commits |
| 2.7/13.5 | Contributor breadth — 2 contributors |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.932 |
Issue & PR responsiveness
62Moderate
How it's scored
| 23.4/46.8 | Issue resolution — 50% of issues closed |
| 38.2/38.3 | PR acceptance — 6/6 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 6 |
| open_issues | 1 |
| closed_issues | 1 |
| issue_closed_ratio | 0.5 |
| closed_unmerged_prs | 0 |
Ownership & stewardship
44At risk
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 5.6/25 | Owner reach — 5 followers of adelinamart |
| 19.3/25 | Track record — 9 public repos, account ~9 yr old |
Inputs used
| followers | 5 |
| owner_type | User |
| is_verified | — |
| owner_login | adelinamart |
| public_repos | 9 |
| account_age_days | 3,523 |
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 npm |
| 35/35 | Publish recency — latest publish 4 days ago |
| 20/20 | Version history — 25 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | robrain |
| ecosystems | npm |
| any_deprecated | no |
| min_days_since_publish | 4 |
Engineering Quality
Are baseline engineering and documentation practices in place?
76
Engineering practices
60Moderate
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
100Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://robrain.dev/ |
| 10/10 | Repository description |
| 10/10 | Topics — 8 topics |
| 10/10 | Wiki |
Inputs used
| topics | agent, ai-agents, claude-code, context-engineering, cursor, memory, memory-management, open-source |
| has_wiki | yes |
| homepage | https://robrain.dev/ |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
25
Security posture
25Critical
How it's scored
| 5.2/7.5 | Binary-Artifacts — binaries present in source code |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — no data |
| 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 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 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 | 2.6 |
Excluded from scoring (no data or not applicable): ci_tests, signed_releases. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
67
Agent context & guidance
68Moderate
How it's scored
| 45/45 | Agent instructions — AGENTS.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 23.5/40 | Legible commit history — 44 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.44 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 1,142 |
Verify loop (build / test / typecheck)
53Moderate
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — packages/cli/tsconfig.json, packages/eval/tsconfig.json, packages/perception-self-hosted/tsconfig.json, packages/sensing-mcp/tsconfig.json, packages/shared/tsconfig.json, packages/synthesis/tsconfig.json, packages/vetobench/tsconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 10/10 | Demonstrated agent practice — 24 of the last 100 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | pnpm-lock.yaml |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | packages/cli/tsconfig.json, packages/eval/tsconfig.json, packages/perception-self-hosted/tsconfig.json, packages/sensing-mcp/tsconfig.json, packages/shared/tsconfig.json, packages/synthesis/tsconfig.json, packages/vetobench/tsconfig.json |
| agent_commit_share | 0.24 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — TypeScript (statically typed) |
| 54.5/55 | Manageable file sizes — 1/111 source files over 60KB |
Inputs used
| primary_language | TypeScript |
| largest_source_bytes | 63,826 |
| source_files_sampled | 111 |
| oversized_source_files | 1 |
Key facts
82GitHub stars
2contributors
148commits, last 12 months
0days since last push
15releases
1bus factor
1open issues
npmpackage ecosystems
Data collection warnings
- Could not fetch npm package '@robrain/sensing-mcp' from its registry
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index npm:robrain@2.4.0; advisories assessed against the repository dependency graph instead
More detail
Star and fork history 82 ★ / 4 ⇿
82Stars
4Forks
14Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 4Patch 10
OpenSSF Scorecard 2.6 / 10
2.6aggregate
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).
| 7 | Binary-Artifacts | binaries present in source code |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/a | CI-Tests | no pull request found |
| 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 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 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 |
|---|---|---|---|
| npm | dotenv | ^16.4.5 | packages/cli/package.json |
| npm | chalk | ^5.3.0 | packages/cli/package.json |
| npm | ora | ^8.0.1 | packages/cli/package.json |
| npm | prompts | ^2.4.2 | packages/cli/package.json |
| npm | commander | ^12.0.0 | packages/cli/package.json |
| npm | @robrain/shared | workspace:* | packages/eval/package.json |
| npm | @robrain/shared | workspace:* | packages/perception-self-hosted/package.json |
| npm | hono | ^4.0.0 | packages/perception-self-hosted/package.json |
| npm | @hono/node-server | ^1.9.0 | packages/perception-self-hosted/package.json |
| npm | pg | ^8.11.0 | packages/perception-self-hosted/package.json |
| npm | zod | ^3.23.0 | packages/perception-self-hosted/package.json |
| npm | @anthropic-ai/sdk | ^0.32.1 | packages/synthesis/package.json |
| npm | @robrain/shared | workspace:* | packages/synthesis/package.json |
| npm | jsonrepair | ^3.14.0 | packages/synthesis/package.json |
| npm | pg | ^8.11.0 | packages/synthesis/package.json |
| npm | @robrain/shared | workspace:* | packages/vetobench/package.json |
| npm | mem0ai | ^3.0.13 | packages/vetobench/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": [
"agent",
"ai-agents",
"claude-code",
"context-engineering",
"cursor",
"memory",
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],
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"homepage": "https://robrain.dev/",
"languages": {
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"Python": 34080,
"PLpgSQL": 15660,
"Dockerfile": 1140,
"JavaScript": 98731,
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},
"pushed_at": "2026-07-21T13:26:12Z",
"created_at": "2026-05-04T23:35:14Z",
"owner_type": "User",
"updated_at": "2026-07-21T13:29:29Z",
"description": "Shared memory across your team and your AI agents — with judgment about what's worth keeping.",
"is_archived": false,
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"location": null,
"followers": 5,
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"created_at": "2016-11-27T23:22:50Z",
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"account_age_days": 3523
},
"license": {
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"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
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{
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"kind": "patch",
"published_at": "2026-07-21T13:26:03Z"
},
{
"tag": "v2.4.0",
"kind": "minor",
"published_at": "2026-07-16T14:42:05Z"
},
{
"tag": "v2.3.9",
"kind": "patch",
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{
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"tag": "v2.3.3",
"kind": "patch",
"published_at": "2026-07-09T14:51:25Z"
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"tag": "v2.3.2",
"kind": "patch",
"published_at": "2026-07-09T12:15:51Z"
},
{
"tag": "v2.3.1",
"kind": "patch",
"published_at": "2026-07-08T15:05:48Z"
},
{
"tag": "v2.3.0",
"kind": "minor",
"published_at": "2026-07-08T14:35:57Z"
},
{
"tag": "v2.2.0",
"kind": "minor",
"published_at": "2026-07-08T13:56:14Z"
},
{
"tag": "v2.1.0",
"kind": "minor",
"published_at": "2026-07-07T13:52:44Z"
},
{
"tag": "v2.0.1",
"kind": "patch",
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}
],
"recent_commits": [
{
"oid": "a6bc7291b0e58098e41635544df926eea928775b",
"body": "Co-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "fix(shared): run tsc on prepare for git path installs",
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"body_truncated": false,
"is_coding_agent": true
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"body": "scoreMemoryTrust in @robrain/shared (injection patterns, invisible unicode,\nencoded blobs, tool coercion; quoted/discussed patterns dampened so security\ndecisions pass). Migration 003 adds trust columns; /signals and /corrections\nscreen and quarantine; every injection surface (summary, /decisions,\n/\n[…]\ng evidence and\napprove-to-release. Comparison tables sync: quality-feedback row on the\nlanding page, vetoes-survive-supersession now both tiers.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add write-time trust scoring: quarantine memory-poisoning at ingest",
"author_name": "Adelina",
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"body": "…in CLI hints.\n\nPerception inherits rejected[] on corrections/veto-scan; VetoBench gets a\n--suite lifecycle track; user-facing CLI messages use npx robrain.",
"is_bot": false,
"headline": "Keep vetoes across supersession; add lifecycle VetoBench; prefer npx …",
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"is_bot": false,
"headline": "Release 2.3.9: unify compose project and detect foreign stacks.",
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"body": "…umn table\n\nMiddle column is a file we supplied, not native memory; two-run zeros are\n'didn't leak in two runs', not 'won't leak'.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "blog: head off the 'model X's memory is good' misreading of the 3-col…",
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"body": "…-column model table\n\nEven frontier models leak through choices-only memory (opus: auto-migrations,\ngpt-5.5: CSS-in-JS). RoBrain column all-zero: 159/159 cells across six models.\nNative-vendor-memory column addressed in prose: three of four vendors ship no\ndeveloper-facing memory; Anthropic memory tool flagged as follow-up.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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"headline": "conventions condition on opus-4.8, gpt-5.5, gemini-3-pro; blog gets 3…",
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"body": "…ve your memory layer'\n\nEveryone runs some memory layer; the axis that separates the rows is veto\nsurvival. Mem0 ingestion-loss finding promoted to lead the section.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "blog: reframe from 'no memory vs memory' to 'does the rejection survi…",
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"oid": "6c6bde60a16496de7a438b8180c4b8ddc5b16c5e",
"body": "…wledged\n\nCross-vendor sweep complete: 99/99 robrain cells across four vendors with zero\nre-proposals. Blog, root README, and baselines README updated.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "robrain condition on opus-4.8, gpt-5.5, gemini-3-pro: 0/54, all ackno…",
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"body": "… each)\n\nOpus 4.8 posts the best no-memory result (3-4 of 9), retiring the 'Muse Spark\nis best-measured' claim; blog and README reframed to the structural finding —\nno model scored zero, Prisma and Jest fell to every model in every run.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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"headline": "robrain.dev/muse short link → Muse Spark VetoBench receipts",
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"headline": "Muse Spark 1.1 five-run VetoBench series: blog post, receipts, README…",
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"headline": " add README.md index.html \\",
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"headline": "fix license",
"author_name": "Adelina",
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"is_bot": false,
"headline": "Codex CLI hooks — lifecycle capture + pre-task veto warnings via robr…",
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"headline": "codex plugin and others",
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"author_login": "adelinamart",
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"headline": "more docs changes",
"author_name": "Adelina",
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"author_name": "Adelina",
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"is_bot": false,
"headline": "Add deterministic POST /veto-scan endpoint with shared rejected-optio…",
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"is_bot": false,
"headline": "Add Glama introspection Dockerfile, smithery.yaml, and update MCP dir…",
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"headline": "adjusted description",
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"headline": "mcp-publisher publish.",
"author_name": "Adelina",
"author_login": "adelinamart",
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"body": null,
"is_bot": false,
"headline": "index page changes",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-10T12:25:10Z",
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"headline": "chore: bump version to 2.3.5",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-10T10:31:51Z",
"body_truncated": false,
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},
{
"oid": "cd7ac9bd7108e7dec29d7703e34ff9a34718c0ab",
"body": "Bundle Hermes plugin for clone-free install, sync plugin docs,\nremove unimplemented rule --remove flag.",
"is_bot": false,
"headline": "feat(cli): Hermes install --hermes and release 2.3.4",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-10T10:10:16Z",
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},
{
"oid": "5276b615e2e032450de40f66c35ba21313c7990f",
"body": "Adds privacy.html — a proper privacy policy (data processed, local\nstorage, third-party LLM/embedding providers with policy links,\nretention, contact) meeting Anthropic Software Directory requirements.\nLinks it from the Trust & privacy section and footer.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(site): add formal privacy policy page for directory submission",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-09T15:12:02Z",
"body_truncated": false,
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},
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"oid": "4a935a0c690cf6f85883fb4717a7983ea33d652b",
"body": "… it self-hosted\n\nKeeps the self-hosted-vs-cloud table consistent with robrain.dev: the\nUserPromptSubmit hook now gives pre-task rejected[] warnings in Claude Code\nwithout the cloud stack.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): sync pre-task warning row — Claude Code plugin delivers…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-09T15:03:02Z",
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"body": null,
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"headline": "robrain.dev changes",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-09T14:51:25Z",
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},
{
"oid": "eb991f211e7c2e72bb6f61c7c30ff5ce1b82c4bd",
"body": "Release the Claude Code plugin and init-project recommendation on npm\nwith a matching GHCR Perception image tag.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "chore: bump version to 2.3.3",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-09T14:32:26Z",
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"oid": "e80376d46814bc3b4036acf6ac16093f630da674",
"body": "…t recommendation\n\nShip the RoBrain Claude Code plugin (session-start summary, pre-prompt veto\nwarnings, async turn capture) and wire init-project to recommend it via\n.claude/settings.json for repo collaborators. Document install paths in\nREADME, landing page, and CLI reference; add announcement blog post.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "feat(claude-code): add plugin with hook-based capture and init-projec…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-09T14:24:31Z",
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},
{
"oid": "7f46d67d7ade4f7feac2786c2a99f015d417390c",
"body": "…ymlinks, tolerating pull failures when image exists locally, and publishing multi-arch perception images",
"is_bot": false,
"headline": "fix(cli): harden self-hosted install/start by handling dangling MCP s…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-09T12:15:51Z",
"body_truncated": false,
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},
{
"oid": "837d596536404122e13d851ee8b291a7fddc5f9e",
"body": "…t should no longer hit the executable error",
"is_bot": false,
"headline": "After you pull on your machine, npx robrain@2.3.1 … from the repo roo…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T15:23:59Z",
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{
"oid": "09c37a15af1a0966cc562c766df3a0a6a2229f82",
"body": "Avoids npx name collision: running `npx robrain@x` from the repo root\nresolved the private root package (no bin) instead of the published CLI,\nfailing with \"could not determine executable to run\". The published\npackage (packages/cli, name \"robrain\") is unaffected.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "chore: rename root workspace package to robrain-monorepo",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T15:16:36Z",
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{
"oid": "567157e29e696ce1129d3f716c75e0d5519778ec",
"body": "…root (dist/lib → ../../vendor/sensing-mcp), not dist/vendor.\n\nRegression test — resolveInstalledSensingMcpDir must find a built bundle from the compiled dist/lib location.\n\nCI gate (pack:verify) — vendors → packs → extracts → asserts:",
"is_bot": false,
"headline": "Resolver fix (mcp-bundle.ts) — paths are relative to the CLI package …",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T15:05:48Z",
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},
{
"oid": "c926adbe1e1f660ac2fabe26105453ecafbbc2f1",
"body": "…rify CI.\n\nThe resolver looked under dist/vendor instead of vendor/, so published\ntarballs shipped a bundle install could not find. Add a regression test\nand a CI gate that packs, extracts, and asserts resolution succeeds.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "fix(cli): resolve vendored sensing-mcp from package root, add pack:ve…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T15:02:03Z",
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},
{
"oid": "0956e46dc4cfb0e2440ec26b6e06675b0ae6ccd5",
"body": "… needed.\n\nRemove @robrain/sensing-mcp runtime dependency (workspace:^ leaked to npm\nand broke npx). prepublishOnly copies the built bundle into vendor/ so\nrobrain publishes as a single self-contained package.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "fix(cli): vendor sensing-mcp in published tarball — no scoped npm org…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T14:50:51Z",
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"oid": "2f033e24880f8517eafaf008226c5da62c5cccc0",
"body": "… correctly.\n\nrobrain@2.3.0 shipped workspace:^ to npm, which breaks npx install.\nBump to 2.3.1 and add publish:npm script; always publish with pnpm publish\nso @robrain/sensing-mcp is rewritten to a semver range.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "fix: publish npm packages with pnpm (v2.3.1) — workspace deps resolve…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T14:48:52Z",
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{
"oid": "573e14c6f1585abdf0c1aab2a3e0605c87457f3c",
"body": "… (v2.3.0).\n\nAdd robrain up/down to run Postgres + Perception from a published GHCR image\nwithout a repo clone, publish @robrain/sensing-mcp as a bundled CLI dependency,\nand materialize ~/.robrain/mcp/sensing on install. Fix --repo-root to replace\npackage-copied bundles, add GHCR publish workflow, Hermes integration plugin,\nand document the no-clone install path.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "feat: clone-free self-hosting with robrain up and bundled sensing-mcp…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T14:35:57Z",
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"oid": "e57c753d695c331566f321c72f7cf7373b790cdf",
"body": "Aligns package versions and hardcoded CLI/sensing version strings with\nVetoBench and post-2.1.0 OSS work. Updates the self-hosted vs Rory Plans\ncloud matrix to reflect verified CLI compatibility and outcome linking.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "chore: bump workspace to 2.2.0 and sync OSS vs cloud comparison docs.",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T13:56:14Z",
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{
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"body": null,
"is_bot": false,
"headline": "updated numbers",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T10:31:44Z",
"body_truncated": false,
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},
{
"oid": "edb18b3d2198261b5cce420c200d4d58b6c9c5a2",
"body": "…e existing eval gate.",
"is_bot": false,
"headline": "ci.yml now runs pnpm --filter @robrain/vetobench bench right after th…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T09:01:22Z",
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{
"oid": "263c493fd0248a5b715b023fddd76c17476b6a20",
"body": null,
"is_bot": false,
"headline": "docs(blog): sync benchmark table to the archived five-run builtin series",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T08:56:56Z",
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{
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"body": null,
"is_bot": false,
"headline": "clean up",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T08:55:15Z",
"body_truncated": false,
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{
"oid": "4edbf5c9ff7e296033c83e0ab69555df8cd38fb9",
"body": null,
"is_bot": false,
"headline": "bechmark results",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T08:43:13Z",
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},
{
"oid": "6bc052ce1d86ce17c6a950c24a16efeb30906198",
"body": "…pdates\n\n- packages/vetobench: veto re-proposal benchmark (offline retrieval layer +\n live behavioral layer), Mem0 adapter and robrain-e2e condition, archived\n receipt series for both under results/\n- docs/blog: outcomes blog post + Honcho LoCoMo citation evidence\n- README / docs/concepts.md: VetoBench numbers quoted as multi-run ranges,\n retrieval-benchmark comparison paragraph",
"is_bot": false,
"headline": "Add VetoBench, archived receipt series, outcomes blog post, and doc u…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T08:00:32Z",
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{
"oid": "6c9589370bcd1879c54ee2002888d83278cac4e0",
"body": "Co-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "chore(sensing-mcp): add test script for CI workspace test run.",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-07T18:05:14Z",
"body_truncated": false,
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},
{
"oid": "b5e66c66f576be550d42ffd410597bb6aeb89300",
"body": "Aligns the CLI --version output, the version recorded in\n~/.robrain/config.json at install time, and the sensing-mcp server\nversion with the new package versions.",
"is_bot": false,
"headline": "chore: bump workspace to 2.1.0 and sync hardcoded version strings",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-07T13:52:44Z",
"body_truncated": false,
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{
"oid": "03463c263f5b80320169f44173bc2af07e4da24a",
"body": "Runs on push to main and pull requests: pnpm install (frozen lockfile),\nthen `pnpm -r` build → typecheck → test across the workspace (with Bun for\nthe shared/perception suites), followed by the packages/eval retrieval-quality\ngate that fails below the precision/recall thresholds.",
"is_bot": false,
"headline": "ci: add GitHub Actions workflow (build, typecheck, test, eval gate)",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-07T13:39:31Z",
"body_truncated": false,
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},
{
"oid": "1d50c4be31b76a198ae1be29cae9eca3efedd623",
"body": "…al, shared extraction\n\n- robrain doctor: end-to-end setup diagnostics\n- Session registry on disk so sensing_record_turn survives MCP restarts\n- sensing-mcp refactor into server.ts + session-registry.ts\n- Shared extract-decision module (Sensing + Perception use one prompt)\n- Preserves main: secrets redaction, quality loop, local OpenAI base URL,\n crash-safe handlers, embedding config unification\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "Merge branch 'claude/blissful-ptolemy-a5c05b': doctor, session surviv…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-07T13:33:49Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "409034c886f366b99da4dacc1184f9f0fd1768e5",
"body": "- Session registry mirrored to disk so record_turn survives MCP restarts\n (editor reconnect, crash, upgrade) instead of erroring with \"Session not\n found\" and splitting one conversation across multiple Postgres rows\n- Merge duplicated embed + extract-decision into @robrain/shared so the two\n copi\n[…]\nr wiring, keys, Perception health, project registration)\n- loadEnv walks up to the enclosing .git / pnpm-workspace root for .env\n discovery, so MCP servers launched from a subdirectory find repo keys",
"is_bot": false,
"headline": "Sensing restart survival + shared LLM modules + doctor command",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-07T13:09:17Z",
"body_truncated": true,
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{
"oid": "807b19dadeb04024f4bbd8263e6b4c5d7c77067c",
"body": "GitHub secret scanning flags static sk-proj-/ghp_/sk-ant- strings in\ntest fixtures. Build them via a join helper so push protection and\nrepo alerts stay quiet while redaction coverage is unchanged.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "fix: assemble redact test tokens at runtime for secret scanners",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-07T12:55:26Z",
"body_truncated": false,
"is_coding_agent": true
},
{
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{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 93% of commits",
"points": 1.5,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 93
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "2 contributors",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 2
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 62,
"inputs": {
"merged_prs": 6,
"open_issues": 1,
"closed_issues": 1,
"issue_closed_ratio": 0.5,
"closed_unmerged_prs": 0
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "50% of issues closed",
"points": 23.4,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 50
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "6/6 decided PRs merged",
"points": 38.2,
"status": "met",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 6,
"decided": 6
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 44,
"inputs": {
"followers": 5,
"owner_type": "User",
"is_verified": null,
"owner_login": "adelinamart",
"public_repos": 9,
"account_age_days": 3523
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "5 followers of adelinamart",
"points": 5.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 5,
"login": "adelinamart"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "9 public repos, account ~9 yr old",
"points": 19.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 9
}
},
{
"code": "account_age_years",
"params": {
"years": 9
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"robrain"
],
"ecosystems": "npm",
"any_deprecated": false,
"min_days_since_publish": 4
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on npm",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "npm"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 4 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 4
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "25 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 25
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 76,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"agent",
"ai-agents",
"claude-code",
"context-engineering",
"cursor",
"memory",
"memory-management",
"open-source"
],
"has_wiki": true,
"homepage": "https://robrain.dev/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://robrain.dev/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "8 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 8
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "critical",
"name": "Security",
"value": 25,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "critical",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 25,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 2.6
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 5.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"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 detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"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
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 1
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 67,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "moderate",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 68,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.44,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 1142
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.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": "44 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 23.5,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 44,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 53,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"pnpm-lock.yaml"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
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"packages/eval/tsconfig.json",
"packages/perception-self-hosted/tsconfig.json",
"packages/sensing-mcp/tsconfig.json",
"packages/shared/tsconfig.json",
"packages/synthesis/tsconfig.json",
"packages/vetobench/tsconfig.json"
],
"agent_commit_share": 0.24,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "packages/cli/tsconfig.json, packages/eval/tsconfig.json, packages/perception-self-hosted/tsconfig.json, packages/sensing-mcp/tsconfig.json, packages/shared/tsconfig.json, packages/synthesis/tsconfig.json, packages/vetobench/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "packages/cli/tsconfig.json, packages/eval/tsconfig.json, packages/perception-self-hosted/tsconfig.json, packages/sensing-mcp/tsconfig.json, packages/shared/tsconfig.json, packages/synthesis/tsconfig.json, packages/vetobench/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": "24 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 24,
"sampled": 100
}
}
],
"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 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "TypeScript",
"largest_source_bytes": 63826,
"source_files_sampled": 111,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "TypeScript (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "TypeScript"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/111 source files over 60KB",
"points": 54.5,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 111,
"oversized": 1
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Could not fetch npm package '@robrain/sensing-mcp' from its registry",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index npm:robrain@2.4.0; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-22T03:30:04.843282Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/adelinamart/robrain.svg",
"full_name": "adelinamart/robrain",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v0.26.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — npm.