Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-11 01:13 UTC

jberdah / brainclaw

TypeScriptMIT★ 2 stars⑂ 0 forkssince Mar 2026View on GitHub ↗
KindCommand-line toolLibraryhow this is determined
#coordination#llm#memory-management

jberdah/brainclaw holds a health index of 77 out of 100, placing it in the Good band. It scores highest on Vitality (89/100) and lowest on Community & Adoption (35/100). It was last updated today. A single contributor accounts for most of its recent work.

77
overall / 100
Good

Software health index

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

77
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 66 is calibrated to 77 on the published index scale (record calibration 2026-08-02).

Ownership

JuanPersonal account
0 followers7 public repossince Oct 2012THOM

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmbrainclaw1.28.82,622711 day agoclimemoryagentscoding-agentsproject-contexthandofflocal-first

Metrics by category

Vitality

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

89Excellent · 21% of overall

Development activity

82Excellent
How it's scored
36/36Push recency — last push 0 days ago
18/36Commit cadence — 26/52 weeks with commits
18/18Commit volume — 1,627 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,627
human_commit_share0.98
days_since_last_push0
active_weeks_last_year26

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 38 releases published
36/36Release recency — latest release 1 days ago
27/27Release cadence — a release every ~1.8 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count38
latest_release_tagv1.28.8
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases1.8
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?

35Weak · 17% of overall

Popularity & adoption

1Critical
How it's scored
0/60Stars — 2 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

57Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges26
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

57Moderate
How it's scored
45.6/80Monthly downloads — 2,622 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesbrainclaw
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads2,622
unverified_packages_excluded—
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?

48Weak · 23% of overall

Maintainer resilience (bus factor)

13Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1

Issue & PR responsiveness

61Moderate
How it's scored
0/42Issue resolution — no issues or no data
27.6/30PR acceptance — 246/267 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs246
open_issues0
closed_issues0
prs_merged_7d1
prs_decided_7d1
prs_merged_30d19
prs_decided_30d19
issue_closed_ratio—
closed_unmerged_prs21
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

36Weak
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
0/25Owner reach — 0 followers of jberdah
18.6/25Track record — 7 public repos, account ~13 yr old
Inputs used
followers0
owner_typeUser
is_verified—
owner_loginjberdah
public_repos7
account_age_days5,075
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 1 days ago
20/20Version history — 71 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesbrainclaw
ecosystemsnpm
any_deprecatedno
min_days_since_publish1

Engineering Quality

Are baseline engineering and documentation practices in place?

82Excellent · 19% of overall

Engineering practices

84Excellent
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

80Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://brainclaw.dev
0/10Repository description
10/10Topics — 3 topics
0/10Wiki
Inputs used
topicscoordination, llm, memory-management
has_wikino
homepagehttps://brainclaw.dev
docs_sitehttps://brainclaw.dev
has_readmeyes
has_docs_diryes
has_descriptionno

Security

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

75Good · 16% of overall

Security posture

69Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.9
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages3
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:brainclaw@1.28.8 runtime dependency closure — what installing the published package pulls in — 3 packages. Reachability is not analyzed.

AI Readiness

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

78Good · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — docs/integrations/agents.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 98 of 98 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share1
agent_instruction_filesdocs/integrations/agents.md
agent_instruction_max_bytes6,916

Verify loop (build / test / typecheck)

65Good
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — eslint.config.js
11/11Static type checking — tests/fixtures/code-map/tiny-react/tsconfig.json, tsconfig.json, vscode-extension/tsconfig.json
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
8/8Automated maintenance — 2 of the last 100 commits are automated dependency updates
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileno
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configstests/fixtures/code-map/tiny-react/tsconfig.json, tsconfig.json, vscode-extension/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0.02

Code legibility for models

99Exceptional
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
53.9/55Manageable file sizes — 19/959 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes128,971
source_files_sampled959
oversized_source_files19

Key facts

2GitHub stars
1contributors
1,627commits, last 12 months
0days since last push
38releases
1bus factor
0open issues
npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch npm package 'brainclaw-vscode' from its registry

More detail

OpenSSF Scorecard 6.9 / 10
6.9aggregate

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 · 2026-09-11 01:13 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
3Vulnerabilities7 existing vulnerabilities detected
Direct dependencies 3
RegistryPackageVersion constraintManifest
npmcommander^15.0.0package.json
npmyaml^2.7.1package.json
npmzod^4.4.3package.json
All dependencies 426

Full resolved dependency set from the GitHub dependency graph: 4 direct and 422 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmjson52.2.3indirect
npmjsonc-parser3.3.1indirect
npmjsonfile6.2.1indirect
npmjsonwebtoken9.0.3indirect
npmjwa2.0.1indirect
npmjws4.0.1indirect
npmkeytar7.9.0indirect
npmkeyv4.5.4indirect
npmleven3.1.0indirect
npmlevn0.4.1indirect
npmlinkify-it5.0.2indirect
npmlocate-path6.0.0indirect
npmlodash4.18.1indirect
npmlodash.includes4.3.0indirect
npmlodash.isboolean3.0.3indirect
npmlodash.isinteger4.0.4indirect
npmlodash.isnumber3.0.3indirect
npmlodash.isplainobject4.0.6indirect
npmlodash.isstring4.0.1indirect
npmlodash.once4.1.1indirect
npmlodash.truncate4.4.2indirect
npmlru-cache10.4.3indirect
npmlru-cache11.3.6indirect
npmlru-cache11.5.1indirect
npmlru-cache6.0.0indirect
npmmake-dir4.0.0indirect
npmmarkdown-it14.2.0indirect
npmmath-intrinsics1.1.0indirect
npmmdurl2.0.0indirect
npmmerge21.4.1indirect
npmmicromatch4.0.8indirect
npmmime1.6.0indirect
npmmime-db1.52.0indirect
npmmime-types2.1.35indirect
npmmimic-response3.1.0indirect
npmminimatch10.2.5indirect
npmminimist1.2.8indirect
npmminipass7.1.3indirect
npmmkdirp-classic0.5.3indirect
npmms2.1.3indirect
npmmute-stream0.0.8indirect
npmnapi-build-utils2.0.0indirect
npmnatural-compare1.4.0indirect
npmnode-abi3.92.0indirect
npmnode-addon-api4.3.0indirect
npmnode-sarif-builder3.4.0indirect
npmnormalize-package-data6.0.2indirect
npmnth-check2.1.1indirect
npmobject-inspect1.13.4indirect
npmonce1.4.0indirect
npmopen10.2.0indirect
npmoptionator0.9.4indirect
npmp-limit3.1.0indirect
npmp-locate5.0.0indirect
npmp-map7.0.4indirect
npmparse-json8.3.0indirect
npmparse-semver1.1.1indirect
npmparse57.3.0indirect
npmparse5-htmlparser2-tree-adapter7.1.0indirect
npmparse5-parser-stream7.1.2indirect
npmpath-exists4.0.0indirect
npmpath-key3.1.1indirect
npmpath-scurry2.0.2indirect
npmpath-type6.0.0indirect
npmpend1.2.0indirect
npmpicocolors1.1.1indirect
npmpicomatch2.3.2indirect
npmpicomatch4.0.5indirect
npmpluralize2.0.0indirect
npmpluralize8.0.0indirect
npmprebuild-install7.1.3indirect
npmprelude-ls1.2.1indirect
npmpump3.0.4indirect
npmpunycode2.3.1indirect
npmpunycode.js2.3.1indirect
npmqs6.15.2indirect
npmqueue-microtask1.2.3indirect
npmrc1.2.8indirect
npmrc-config-loader4.1.4indirect
npmread1.0.7indirect
npmread-pkg9.0.1indirect
npmreadable-stream3.6.2indirect
npmrequire-from-string2.0.2indirect
npmreusify1.1.0indirect
npmrun-applescript7.1.0indirect
npmrun-parallel1.2.0indirect
npmsafe-buffer5.2.1indirect
npmsafer-buffer2.1.2indirect
npmsax1.6.0indirect
npmsecretlint10.2.2indirect
npmsemver5.7.2indirect
npmsemver7.7.4indirect
npmsemver7.8.4indirect
npmshebang-command2.0.0indirect
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npmside-channel1.1.1indirect
npmside-channel-list1.0.1indirect
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npmside-channel-weakmap1.0.2indirect
npmsignal-exit4.1.0indirect
npmsimple-concat1.0.1indirect
npmsimple-get4.0.1indirect
npmslash5.1.0indirect
npmslice-ansi4.0.0indirect
npmspdx-correct3.2.0indirect
npmspdx-exceptions2.5.0indirect
npmspdx-expression-parse3.0.1indirect
npmspdx-license-ids3.0.23indirect
npmstring-width4.2.3indirect
npmstring-width7.2.0indirect
npmstring-width8.2.2indirect
npmstring_decoder1.3.0indirect
npmstrip-ansi6.0.1indirect
npmstrip-ansi7.2.0indirect
npmstrip-json-comments2.0.1indirect
npmstructured-source4.0.0indirect
npmsupports-color7.2.0indirect
npmsupports-hyperlinks3.2.0indirect
npmtable6.9.0indirect
npmtar-fs2.1.4indirect
npmtar-stream2.2.0indirect
npmterminal-link4.0.0indirect
npmtest-exclude8.0.0indirect
npmtext-table0.2.0indirect
npmtextextensions6.11.0indirect
npmtinyglobby0.2.17indirect
npmtmp0.2.7indirect
npmto-regex-range5.0.1indirect
npmtree-sitter-wasms0.1.13indirect
npmts-api-utils2.5.0indirect
npmtslib2.8.1indirect
npmtunnel0.0.6indirect
npmtunnel-agent0.6.0indirect
npmtype-check0.4.0indirect
npmtype-fest4.41.0indirect
npmtyped-rest-client1.8.11indirect
npmtypescript6.0.3indirect
npmtypescript7.0.2indirect
npmtypescript-eslint8.66.0indirect
npmuc.micro2.1.0indirect
npmunderscore1.13.8indirect
npmundici7.29.0indirect
npmundici-types8.3.0indirect
npmunicorn-magic0.1.0indirect
npmunicorn-magic0.3.0indirect
npmuniversalify2.0.1indirect
npmuri-js4.4.1indirect
npmurl-join4.0.1indirect
npmutil-deprecate1.0.2indirect
npmv8-to-istanbul9.3.0indirect
npmvalidate-npm-package-license3.0.4indirect
npmversion-range4.15.0indirect
npmweb-tree-sitter0.25.10indirect
npmwhatwg-encoding3.1.1indirect
npmwhatwg-mimetype4.0.0indirect
npmwhich2.0.2indirect
npmword-wrap1.2.5indirect
npmwrap-ansi9.0.2indirect
npmwrappy1.0.2indirect
npmwsl-utils0.1.0indirect
npmxml2js0.5.0indirect
npmxmlbuilder11.0.1indirect
npmy18n5.0.8indirect
npmyallist4.0.0indirect
npmyargs18.1.0indirect
npmyargs-parser21.1.1indirect
npmyargs-parser22.0.0indirect
npmyauzl3.4.0indirect
npmyazl2.5.1indirect
npmyocto-queue0.1.0indirect
Dependency advisories 0

Installing npm:brainclaw@1.28.8 pulls in 3 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

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