Software health reportschema 0.27.0 · metrics 2.5.0 · 2026-07-30 18:31 UTC

tikoci / rosetta

MCP Server with RouterOS docs + commands + products + changelogs, using SQLite-as-RAG, sourced from MikroTik

TypeScript · HTMLMIT★ 37 stars⑂ 4 forkssince Mar 2026View on GitHub ↗

KindMCP serverLibraryhow this is determined

#ai #bun #claude-code #copilot #mcp #mcp-server #mikrotik #routeros #typescript

tikoci/rosetta holds a health index of 78 out of 100, placing it in the Good band. It scores highest on Vitality (80/100) and lowest on Community & Adoption (51/100). It was last updated 3 days ago. A single contributor accounts for most of its recent work.

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.

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)

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 67 is calibrated to 78 on the published index scale (record calibration 2026-08-02).

Ownership

tikoci — RouterOS Code & Container DepotOrganization

50 followers33 public repossince Feb 2023

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

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish
npm	@tikoci/rosetta	0.11.1	3,836	70	9 days ago

Metrics by category

Vitality

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

80Excellent · 21% of overall

Development activity

74Good

How it's scored

36/36	Push recency — last push 3 days ago
10.4/36	Commit cadence — 15/52 weeks with commits
18/18	Commit volume — 333 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	333
human_commit_share	0.96
days_since_last_push	3
active_weeks_last_year	15

Release discipline

90Excellent

How it's scored

27/27	Ships releases — 75 releases published
36/36	Release recency — latest release 8 days ago
27/27	Release cadence — a release every ~0.6 days
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Inputs used

releases_count	75
latest_release_tag	v0.11.2-alpha.109
releases_from_tags	no
days_since_latest_release	8
mean_days_between_releases	0.6

Community & Adoption

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

51Moderate · 17% of overall

Popularity & adoption

29At Risk

How it's scored

25.2/60	Stars — 37 stars
4/25	Forks — 4 forks
0/15	Watchers — 0 watchers

Inputs used

forks	4
stars	37
watchers	0
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

70Good

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (MIT)
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
readme_badges	—
has_contributing	yes
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	—
has_pull_request_template	no

Ecosystem adoption (downloads)

60Moderate

How it's scored

47.8/80	Monthly downloads — 3,836 downloads/month across npm
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	@tikoci/rosetta
dependents	—
ecosystems	npm
total_downloads	—
monthly_downloads	3,836

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?

53Moderate · 23% 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

60Moderate

How it's scored

25.3/42	Issue resolution — 60% of issues closed
26.5/30	PR acceptance — 61/69 decided PRs merged
0/13	Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15	OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0

Inputs used

merged_prs	61
open_issues	23
closed_issues	35
prs_merged_7d	—
prs_decided_7d	—
prs_merged_30d	—
prs_decided_30d	—
issue_closed_ratio	0.603
closed_unmerged_prs	8
first_time_authors_30d	—
first_time_prs_merged_30d	—
first_time_prs_decided_30d	—

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

Ownership & stewardship

60Moderate

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain
12.3/25	Owner reach — 50 followers of tikoci
18/25	Track record — 33 public repos, account ~3 yr old

Inputs used

followers	50
owner_type	Organization
is_verified	—
owner_login	tikoci
public_repos	33
account_age_days	1,252

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on npm
35/35	Publish recency — latest publish 9 days ago
20/20	Version history — 70 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	@tikoci/rosetta
ecosystems	npm
any_deprecated	no
min_days_since_publish	9

Engineering Quality

Are baseline engineering and documentation practices in place?

80Excellent · 19% of overall

Engineering practices

84Excellent

How it's scored

24/24	CI workflows — 7 workflow(s)
24/24	Tests present
16/16	Linter config — biome.json
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	no

Documentation

75Good

How it's scored

30/30	README
0/25	Documentation directory
15/15	Documentation / homepage site — https://tikoci.github.io/p/rosetta
10/10	Repository description
10/10	Topics — 9 topics
10/10	Wiki

Inputs used

topics	ai, bun, claude-code, copilot, mcp, mcp-server, mikrotik, routeros, typescript
has_wiki	yes
homepage	https://tikoci.github.io/p/rosetta
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?

67Good · 16% of overall

Security posture

59Moderate

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
2.5/2.5	CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10
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
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5	SAST — SAST tool is run on all commits
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5	Vulnerabilities — 0 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	5.9

Dependency advisories

100Exceptional

How it's scored

35/35	Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25	Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40	No advisories left outstanding — no advisory carries a publication date

Inputs used

source	osv
advisories	0
affected_packages	0
assessed_packages	95
unassessed_packages	0
affected_by_severity	none
direct_affected_packages	0

Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:@tikoci/rosetta@0.11.1 runtime dependency closure — what installing the published package pulls in — 95 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.

79Good · 4% of overall

Agent context & guidance

85Excellent

How it's scored

45/45	Agent instructions — .github/copilot-instructions.md, .github/instructions/bun-not-node.instructions.md, .github/instructions/canonicalize-vendored.instructions.md, .github/instructions/capture-undone-work.instructions.md, .github/instructions/changelog-discipline.instructions.md, .github/instructions/ci-pickup-verification.instructions.md, .github/instructions/command-versions-vs-presence.instructions.md, .github/instructions/data-source-naming-product-matrix.instructions.md, .github/instructions/database.instructions.md, .github/instructions/db-meta-stamping.instructions.md, .github/instructions/descriptive-prose-file-names.instructions.md, .github/instructions/extraction.instructions.md, .github/instructions/extractor-idempotent.instructions.md, .github/instructions/extractor-import-side-effects.instructions.md, .github/instructions/github-api-auth.instructions.md, .github/instructions/instruction-scopes.instructions.md, .github/instructions/issue-pr-linking.instructions.md, .github/instructions/llm-instruction-files-excluded-from-mdlint.instructions.md, .github/instructions/local-db-grounding.instructions.md, .github/instructions/manual-version-bump.instructions.md, .github/instructions/markdownlint-fenced-code.instructions.md, .github/instructions/mcp-server.instructions.md, .github/instructions/mcp-tool-descriptions.instructions.md, .github/instructions/npm-channel-source-of-truth.instructions.md, .github/instructions/pr-review-bots.instructions.md, .github/instructions/query-core-not-adapter.instructions.md, .github/instructions/release-via-ci.instructions.md, .github/instructions/republish-assets-not-npm.instructions.md, .github/instructions/schema-roundtrip-compat.instructions.md, .github/instructions/skill-attribution-boundary.instructions.md, .github/instructions/tasks-vs-briefings.instructions.md, .github/instructions/tool-surface-change.instructions.md, .github/instructions/tui-mcp-parity.instructions.md, .github/instructions/where-does-this-go.instructions.md, AGENTS.md, CLAUDE.md, matrix/CLAUDE.md
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 78 of 96 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
legible_history_share	0.812
agent_instruction_files	.github/copilot-instructions.md, .github/instructions/bun-not-node.instructions.md, .github/instructions/canonicalize-vendored.instructions.md, .github/instructions/capture-undone-work.instructions.md, .github/instructions/changelog-discipline.instructions.md, .github/instructions/ci-pickup-verification.instructions.md, .github/instructions/command-versions-vs-presence.instructions.md, .github/instructions/data-source-naming-product-matrix.instructions.md, .github/instructions/database.instructions.md, .github/instructions/db-meta-stamping.instructions.md, .github/instructions/descriptive-prose-file-names.instructions.md, .github/instructions/extraction.instructions.md, .github/instructions/extractor-idempotent.instructions.md, .github/instructions/extractor-import-side-effects.instructions.md, .github/instructions/github-api-auth.instructions.md, .github/instructions/instruction-scopes.instructions.md, .github/instructions/issue-pr-linking.instructions.md, .github/instructions/llm-instruction-files-excluded-from-mdlint.instructions.md, .github/instructions/local-db-grounding.instructions.md, .github/instructions/manual-version-bump.instructions.md, .github/instructions/markdownlint-fenced-code.instructions.md, .github/instructions/mcp-server.instructions.md, .github/instructions/mcp-tool-descriptions.instructions.md, .github/instructions/npm-channel-source-of-truth.instructions.md, .github/instructions/pr-review-bots.instructions.md, .github/instructions/query-core-not-adapter.instructions.md, .github/instructions/release-via-ci.instructions.md, .github/instructions/republish-assets-not-npm.instructions.md, .github/instructions/schema-roundtrip-compat.instructions.md, .github/instructions/skill-attribution-boundary.instructions.md, .github/instructions/tasks-vs-briefings.instructions.md, .github/instructions/tool-surface-change.instructions.md, .github/instructions/tui-mcp-parity.instructions.md, .github/instructions/where-does-this-go.instructions.md, AGENTS.md, CLAUDE.md, matrix/CLAUDE.md
agent_instruction_max_bytes	6,141

Verify loop (build / test / typecheck)

90Excellent

How it's scored

18/18	One-command bootstrap — Makefile
22/22	Automated tests
11/11	Lint / format config — biome.json
11/11	Static type checking — tsconfig.json
10/10	Reproducible environment — Dockerfile
10/10	Demonstrated agent practice — 28 of the last 100 commits agent-authored or agent-credited
8/8	Automated maintenance — 1 of the last 100 commits are automated dependency updates
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	—
has_dockerfile	yes
typed_language	yes
bootstrap_files	Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	tsconfig.json
agent_commit_share	0.28
toolchain_manifests	—
dependency_bot_commit_share	0.01

Code legibility for models

97Exceptional

How it's scored

45/45	Type-checkable code — TypeScript (statically typed)
51.8/55	Manageable file sizes — 5/85 source files over 60KB

Inputs used

primary_language	TypeScript
largest_source_bytes	116,492
source_files_sampled	85
oversized_source_files	5

Machine-readable interfaces

20At Risk

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto)
20/20	MCP server
0/40	Runnable examples

Inputs used

example_dirs	—
has_mcp_signal	yes
api_schema_files	—

Key facts

37GitHub stars

1contributors

333commits, last 12 months

3days since last push

75releases

1bus factor

23open issues

npmpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 4 ⇿

0Stars

4Forks

70Releases

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 7Patch 43

OpenSSF Scorecard 5.9 / 10

5.9aggregate

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 · 2026-07-30 18:30 UTC

10	Binary-Artifacts	no binaries found in the repo
3	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	25 out of 25 merged PRs checked by a CI test -- score normalized to 10
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
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
10	SAST	SAST tool is run on all commits
10	Security-Policy	security policy file detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
10	Vulnerabilities	0 existing vulnerabilities detected

Direct dependencies 2

Registry	Package	Version constraint	Manifest
npm	@modelcontextprotocol/sdk	`^1.27.1`	package.json
npm	zod	`^4.3.6`	package.json

All dependencies 8

Full resolved dependency set from the GitHub dependency graph: 2 direct and 6 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
npm	@modelcontextprotocol/sdk	`^1.27.1`	direct
npm	zod	`^4.3.6`	direct
npm	@biomejs/biome	`^2.4.7`	indirect
npm	@types/bun	`^1.3.10`	indirect
npm	cspell	`^10.0.0`	indirect
npm	linkedom	`^0.18.9`	indirect
npm	markdownlint-cli2	`^0.23.0`	indirect
npm	typescript	`^7.0.2`	indirect

Dependency advisories 0

Installing npm:@tikoci/rosetta@0.11.1 pulls in 95 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.

Raw JSON report machine-readable

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      "is_fork": false,
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        "Shell": 4499,
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          "published_at": "2026-07-15T02:07:35Z"
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          "tag": "v0.11.0-beta.94",
          "kind": "prerelease",
          "published_at": "2026-07-14T21:05:58Z"
        },
        {
          "tag": "v0.11.0-beta.93",
          "kind": "prerelease",
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        },
        {
          "tag": "v0.11.0-beta.92",
          "kind": "prerelease",
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          "kind": "minor",
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          "body": "Human/MikroTik-readable companion to B-0017: what the mapping does now, the\nfive parsing tricks, field legends for device-map.tsv / hardware-unmatched.tsv\n/ device-exceptions.toml, how to audit, fragility notes, known /hardware\nsource gaps (LTE7 series absence + PDF/QG hypothesis, R11e module family\n[…]\ncatalog schema, matrix gaps, base-device/&-search, band capture).\n\nB-0017 gets a pointer to B-0018 + the taxonomy-rename note; BACKLOG indexed.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
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          "headline": "B-0018: product-naming three-source map guide",
          "author_name": "SkyFi Geek",
          "author_login": "mobileskyfi",
          "committed_at": "2026-07-11T22:09:19Z",
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        },
        {
          "oid": "93327c87ef9e3c57ef4f5ed3a6b64510e89b3e3d",
          "body": "build-device-map.ts joins matrix/hardware/www into one diffable row-per-device\ntable (device-map.tsv) plus the reverse audit view (hardware-unmatched.tsv:\n100 /hardware pages with no matrix device, so gper/mqs-style non-devices and\npossibly-missing devices are visible). The 12 genuine odd-balls live\n[…]\nded www codes for LtAP LTE7 kit, Chateau LTE12 (2025), LHGG LTE7\nkit (maintainer-provided, verified HTTP 200). make device-map[-check] targets.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "device-map: reviewable three-source map + drift gate + audit view",
          "author_name": "SkyFi Geek",
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          "committed_at": "2026-07-11T22:09:11Z",
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        },
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          "oid": "154857a75944b9793c3dd4df3c970ada4eb0840b",
          "body": "Human line-by-line review of the device dump traced ~76 flagged rows to 5\nsystematic causes, not per-device exceptions. Fix them in the matcher:\n\n- P1 full &-compound matching (match RBLtAP-2HnD&R11e-LTE7 whole, not split)\n- P2 canon()/canonNoRev() punctuation/case/+/&/revision folding\n- P3 preceden\n[…]\n->1, matched-by-code 33->55, matrix rows with no\n/hardware match 14->11. 11 anchor tests, one per trick. JSON regenerated\nfrom cache (offline).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "assess-hardware.ts: canonical matcher fixes + anchor tests",
          "author_name": "SkyFi Geek",
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          "oid": "e0396e934c828682838055ad99054b48c6bad3a1",
          "body": "… (#36)",
          "is_bot": false,
          "headline": "Add hardware_catalog + device_aliases schema and ETL (B-0017 Phase 1)…",
          "author_name": "SkyFi Geek",
          "author_login": "mobileskyfi",
          "committed_at": "2026-07-11T07:46:57Z",
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        },
        {
          "oid": "8dd00ebf041a20705c4cb63b3bdb7b8bed4bb624",
          "body": "… plan\n\nFourth pass, after the maintainer answered the prior decision-summary questions:\nbuild the alias table now, include accessories as thin rows (but via a proper\nschema, not a shoehorn), confirmed the www/hardware provenance default, and\nasked specifically to dig into the 10 linkless series pag\n[…]\n~40 sparse\ncolumns given how unevenly spec fields are populated. Flagged explicitly as a\nproposal for review, not a decision made unilaterally.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "B-0017: document linkless-series resolution and phased implementation…",
          "author_name": "SkyFi Geek",
          "author_login": "mobileskyfi",
          "committed_at": "2026-07-11T02:07:25Z",
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        },
        {
          "oid": "cca3fe80f4802f9b3124204361ccf1ecda8d6767",
          "body": "Investigating the 10 linkless series pages by hand (per maintainer request) found\na real structured signal the link/slug tiers miss entirely: some regulatory\ntables (FCC ID, IC) carry an explicit \"Model\" column enumerating every device\nthe declaration covers. sxtsa-series has zero product links but \n[…]\no product link, no Model-column table, no prose mention) — a genuine gap\nin MikroTik's own /hardware docs, not a rosetta extraction limitation.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "assess-hardware.ts: add Model-column table as a third matching tier",
          "author_name": "SkyFi Geek",
          "author_login": "mobileskyfi",
          "committed_at": "2026-07-11T02:05:51Z",
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          "oid": "5103c8dca30e1aa38e55020795af183caf6a2c74",
          "body": "…ation recommendations\n\nThird pass, in response to the maintainer asking to stop digging and get a clear\nlist of what needs their judgment instead. One more finding fell out of that:\nthe /hardware sidebar's per-page \"active category\" block reconstructs a complete\n12-category device taxonomy (Switche\n[…]\nthe 10 linkless\nseries pages' membership remains genuinely open research, and is not worth\ndigging further on before a first schema/build pass.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "B-0017: add decision summary — category taxonomy answer, schema/valid…",
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          "committed_at": "2026-07-11T01:48:02Z",
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          "oid": "541db9fe588c2dc7384c9b670abd8f67f322555a",
          "body": "…axonomy\n\nDocusaurus server-renders the full sidebar on every page but only auto-expands\nthe category containing the current page. Since every page belongs to exactly\none category and all 239 are cached, unioning each page's own expanded-category\nblock reconstructs the complete taxonomy with zero ha\n[…]\ner list) to\nros-hardware-assessment.json — directly answers B-0017's \"device class/category\nshould be knowable without a hand-curated map\" ask.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "assess-hardware.ts: extract the /hardware sidebar's device-category t…",
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          "oid": "d852aa2a24abf94054af2346b14034d748ba8177",
          "body": "…are assessment\n\nSecond research pass per maintainer steer: keep filling out the assessment JSONs\nbefore any schema decision, and answer \"what fields does www have for devices\n/hardware surfaced that matrix.csv doesn't carry\".\n\n- src/assess-www.ts (new, `make assess-www`): fetches mikrotik.com/produ\n[…]\nured\n  replaces/replaced-by field exists anywhere checked, so replacement-SKU tracking\n  would need inference or hand-curation, not extraction.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "B-0017: add www product-spec assessment + cross-mention pass to hardw…",
          "author_name": "SkyFi Geek",
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          "oid": "0fb155be033771e1d03450ebc8c63763f547defb",
          "body": "…haustively\n\n/hardware/<slug>.md 404s (unlike /docs), so this parses live rendered HTML with\nlinkedom, cross-referencing each page's embedded mikrotik.com/product/<code> link\nagainst matrix.csv (with a slug-normalized fallback for pages that link a www-style\nslug instead of a real code). Committed r\n[…]\nso confirms and generalizes the\n192.168.188.1 non-default-IP pattern (11 pages, all embedded-LTE/5G-modem products)\nand the boilerplate/core section split (regulatory headings on 85-135 of 239 pages).",
          "is_bot": false,
          "headline": "Add assess-hardware.ts and resolve B-0017 Track A's inventory diff ex…",
          "author_name": "SkyFi Geek",
          "author_login": "mobileskyfi",
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          "is_bot": false,
          "headline": "docs: refine briefing B-0017: enhance device identity resolution goal…",
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          "oid": "abdacf3eb95495a5ea03281d66fa7d8cf68ec626",
          "body": "…fings for CLI-Reference overlay design and hardware overlay device resolution",
          "is_bot": false,
          "headline": "docs: promote device resolution research to issue #34 and create brie…",
          "author_name": "SkyFi Geek",
          "author_login": "mobileskyfi",
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        {
          "oid": "e901fcd0e36c6b464ce7e5ebe9c14a76245fa182",
          "body": "…4) (#31)\n\n* Fix FTS snippet ** highlight markers colliding with Markdown bold (#24)\n\nSince T-0035, indexed prose is raw Markdown and can already contain\nnative **bold**, so wrapping FTS matches in the same ** marker produced\ncollided output like ****hAP****. Revive the >>>/<<< sentinel-marker\nconve\n[…]\nunterminated\nescape sequence.\n\nAddresses Copilot review comments on PR #31.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix FTS snippet ** highlight markers colliding with Markdown bold (#2…",
          "author_name": "SkyFi Geek",
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          "body": null,
          "is_bot": false,
          "headline": "Parse bullet-list property definitions in extract-docusaurus.ts (#30)",
          "author_name": "SkyFi Geek",
          "author_login": "mobileskyfi",
          "committed_at": "2026-07-10T20:41:28Z",
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        },
        {
          "oid": "e276f5f34aea279b29910e89f3633d0ebd271109",
          "body": "* Migrate work tracking from tasks/*.md to GitHub Issues (#18)\n\n- Archive 16 active task files to tasks/done/ with per-file disposition\n  notes (superseded / won't-fix / migrated to issue / folded into\n  briefing or umbrella); T-0037 stays in place as the sole in-flight\n  exception\n- New briefings/B\n[…]\nte wording nits: reappeared (T-0021), drop \"respec\" jargon\n  (T-0015, T-0024)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Migrate work tracking from tasks/*.md to GitHub Issues (#18) (#29)",
          "author_name": "SkyFi Geek",
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          "committed_at": "2026-07-10T19:28:18Z",
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          "oid": "f51ea08a062dada6acd87f40c90c076bb5bc3f26",
          "body": "… page ids (#17)\n\n* fix: Phase 0 retrieval eval matches on rosetta_id, not stale Confluence page ids\n\nrelease.yml's \"MCP retrieval eval (Phase 0)\" step failed on T-0037's first real\ndispatch (run 28990846508): all 12 nl-question golden queries scored 0% recall.\nRoot cause: extract-docusaurus.ts (T-0\n[…]\n yet. Content\n  unchanged; just the status/trigger and a short status note.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix Phase 0 retrieval eval: match on rosetta_id, not stale Confluence…",
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          "headline": "Fix release GitHub extraction rate limits (#16)",
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          "body": "…r reporting to avoid just error code from `bun test`",
          "is_bot": false,
          "headline": "fix: resolve coverage threshold issue in release.yml and improve erro…",
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          "headline": "chore: update version to 0.11.0-alpha.0 in package.json",
          "author_name": "SkyFi Geek",
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          "body": "…d release pipeline cutover",
          "is_bot": false,
          "headline": "chore: update backlog and briefings for Docusaurus migration tasks an…",
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          "oid": "052d3fe36d378f86dd082597fd455f8096436763",
          "body": "…ting (#15)",
          "is_bot": false,
          "headline": "npm prerelease dist-tag channel (alpha/beta/rc/next) + coverage repor…",
          "author_name": "SkyFi Geek",
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        {
          "oid": "6d406fbe845ea0c5c0f14b81e1cf0d8e80568b9e",
          "body": "* feat: cut release.yml over to extract-docusaurus.ts, retire html_url\n\nrelease.yml no longer downloads a live Confluence HTML export. A single\nnew step runs `extract-docusaurus.ts --check-counts --strict` in place of\nthe old download/unzip/extract-html/extract-properties steps, so\nV-docusaurus-docs\n[…]\nd-By: Claude Sonnet 5 <noreply@anthropic.com>\n\n* feat: implement release.yml cutover to extract-docusaurus.ts, remove html_url input\n\n---------\n\nCo-authored-by: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Cut release.yml over to extract-docusaurus.ts, retire html_url (#14)",
          "author_name": "SkyFi Geek",
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          "oid": "eb6b9e2f5c5facb1fd7e7ca80d163432103e6f67",
          "body": "BACKLOG index entries plus B-0014 follow-up documenting the 2026-07-08\nreview: release.yml never got cut over to extract-docusaurus.ts (T-0036,\nlands first), and the npm prerelease/dist-tag channel (T-0037) depends on\nit since publishing any dist-tag of a still-Confluence-sourced DB would\ndefeat the point. T-0014 noted as likely superseded once T-0036 merges.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: scope T-0036/T-0037 release.yml cutover and npm channel tasks",
          "author_name": "SkyFi Geek",
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          "headline": "chore: add CI cleanup plan briefing to address release workflow gaps",
          "author_name": "SkyFi Geek",
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          "headline": "Add Docusaurus prose extractor (#13)",
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          "headline": "chore: bump to v0.10.1 and promote CHANGELOG for next release [skip ci]",
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          "oid": "65fc229a26bb56b885ff1d9ee4332d489550dbba",
          "body": "… release of Confluence-based doc sources, with 0.11.x+ being reserved for using `.md` sources from new manual.mikrotik.com doc site.",
          "is_bot": false,
          "headline": "chore: promote 0.9.3 to 0.10.0 so that minor semver reflect the final…",
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          "body": "* prepare final confluence corpus release inputs\n\n* address release prep review feedback",
          "is_bot": false,
          "headline": "Prepare final Confluence corpus release inputs (#12)",
          "author_name": "SkyFi Geek",
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
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        "key": "community",
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                "key": "stars",
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                "points": 25.2,
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                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
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                ],
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              {
                "key": "watchers",
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                    "code": "watchers",
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                      "count": 0
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                  }
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            ]
          },
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            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
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              "readme_badges": null,
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                "points": 22.5,
                "status": "met",
                "details": [
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                    "code": "license_standard",
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                  },
                  {
                    "code": "license_spdx",
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              {
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          },
          {
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              {
                "code": "weights_renormalized",
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            ],
            "value": 60,
            "inputs": {
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              "dependents": null,
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              "total_downloads": null,
              "monthly_downloads": 3836
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            "components": [
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
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                "status": "excluded",
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                    "code": "not_reported_by_this_ecosystem",
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            ]
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 53,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
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                "key": "bus_factor",
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
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                    "code": "contributors_sampled",
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                "max_points": 13.5
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                "key": "openssf_scorecard_contributors",
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                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
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                "code": "weights_renormalized",
                "params": {}
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            "value": 60,
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              "merged_prs": 61,
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              "prs_merged_7d": null,
              "prs_decided_7d": null,
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            "components": [
              {
                "key": "issue_resolution",
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                "detail": "60% of issues closed",
                "points": 25.3,
                "status": "partial",
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                  {
                    "code": "issues_closed_share",
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                      "share": 60
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                ],
                "max_points": 42
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "61/69 decided PRs merged",
                "points": 26.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 61,
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                ],
                "max_points": 30
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              {
                "key": "newcomer_pr_acceptance",
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                "detail": "no first-time contributor's PR decided in 30d",
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                "status": "excluded",
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                  {
                    "code": "no_newcomer_prs",
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                "max_points": 13
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              {
                "key": "openssf_scorecard_code_review",
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                "points": 0,
                "status": "missed",
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "followers": 50,
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              "is_verified": null,
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              "account_age_days": 1252
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            "components": [
              {
                "key": "ownership_backing",
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                "details": [
                  {
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "50 followers of tikoci",
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                "status": "partial",
                "details": [
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "33 public repos, account ~3 yr old",
                "points": 18,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
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                      "count": 33
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                  {
                    "code": "account_age_years",
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
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              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 9
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            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
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                "max_points": 25
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              {
                "key": "publish_recency",
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                "detail": "latest publish 9 days ago",
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                    "code": "publish_recency",
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                "max_points": 35
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              {
                "key": "version_history",
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                "max_points": 20
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                "key": "not_deprecated",
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                    "code": "package_not_deprecated",
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                "max_points": 20
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          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
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        "metrics": [
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            "inputs": {
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            "components": [
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                "key": "ci_workflows",
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                "detail": "7 workflow(s)",
                "points": 24,
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                    "code": "ci_workflows",
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                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
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              },
              {
                "key": "linter_config",
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                "detail": "biome.json",
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                "max_points": 16
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                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
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          },
          {
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            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "readme",
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              },
              {
                "key": "documentation_directory",
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              },
              {
                "key": "documentation_homepage_site",
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              {
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                "key": "topics",
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                "max_points": 10
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              {
                "key": "wiki",
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "metrics": [
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                "key": "branch_protection",
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                "key": "ci_tests",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
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                "points": 0,
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              {
                "key": "code_review",
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                "detail": "Found 0/30 approved changesets -- score normalized to 0",
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              },
              {
                "key": "contributors",
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                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
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                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
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                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:@tikoci/rosetta@0.11.1 runtime dependency closure — what installing the published package pulls in — 95 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:@tikoci/rosetta@0.11.1",
                  "assessed": 95
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 95,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 95,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "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": "good",
        "name": "AI Readiness",
        "value": 79,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.812,
              "agent_instruction_files": [
                ".github/copilot-instructions.md",
                ".github/instructions/bun-not-node.instructions.md",
                ".github/instructions/canonicalize-vendored.instructions.md",
                ".github/instructions/capture-undone-work.instructions.md",
                ".github/instructions/changelog-discipline.instructions.md",
                ".github/instructions/ci-pickup-verification.instructions.md",
                ".github/instructions/command-versions-vs-presence.instructions.md",
                ".github/instructions/data-source-naming-product-matrix.instructions.md",
                ".github/instructions/database.instructions.md",
                ".github/instructions/db-meta-stamping.instructions.md",
                ".github/instructions/descriptive-prose-file-names.instructions.md",
                ".github/instructions/extraction.instructions.md",
                ".github/instructions/extractor-idempotent.instructions.md",
                ".github/instructions/extractor-import-side-effects.instructions.md",
                ".github/instructions/github-api-auth.instructions.md",
                ".github/instructions/instruction-scopes.instructions.md",
                ".github/instructions/issue-pr-linking.instructions.md",
                ".github/instructions/llm-instruction-files-excluded-from-mdlint.instructions.md",
                ".github/instructions/local-db-grounding.instructions.md",
                ".github/instructions/manual-version-bump.instructions.md",
                ".github/instructions/markdownlint-fenced-code.instructions.md",
                ".github/instructions/mcp-server.instructions.md",
                ".github/instructions/mcp-tool-descriptions.instructions.md",
                ".github/instructions/npm-channel-source-of-truth.instructions.md",
                ".github/instructions/pr-review-bots.instructions.md",
                ".github/instructions/query-core-not-adapter.instructions.md",
                ".github/instructions/release-via-ci.instructions.md",
                ".github/instructions/republish-assets-not-npm.instructions.md",
                ".github/instructions/schema-roundtrip-compat.instructions.md",
                ".github/instructions/skill-attribution-boundary.instructions.md",
                ".github/instructions/tasks-vs-briefings.instructions.md",
                ".github/instructions/tool-surface-change.instructions.md",
                ".github/instructions/tui-mcp-parity.instructions.md",
                ".github/instructions/where-does-this-go.instructions.md",
                "AGENTS.md",
                "CLAUDE.md",
                "matrix/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 6141
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md, .github/instructions/bun-not-node.instructions.md, .github/instructions/canonicalize-vendored.instructions.md, .github/instructions/capture-undone-work.instructions.md, .github/instructions/changelog-discipline.instructions.md, .github/instructions/ci-pickup-verification.instructions.md, .github/instructions/command-versions-vs-presence.instructions.md, .github/instructions/data-source-naming-product-matrix.instructions.md, .github/instructions/database.instructions.md, .github/instructions/db-meta-stamping.instructions.md, .github/instructions/descriptive-prose-file-names.instructions.md, .github/instructions/extraction.instructions.md, .github/instructions/extractor-idempotent.instructions.md, .github/instructions/extractor-import-side-effects.instructions.md, .github/instructions/github-api-auth.instructions.md, .github/instructions/instruction-scopes.instructions.md, .github/instructions/issue-pr-linking.instructions.md, .github/instructions/llm-instruction-files-excluded-from-mdlint.instructions.md, .github/instructions/local-db-grounding.instructions.md, .github/instructions/manual-version-bump.instructions.md, .github/instructions/markdownlint-fenced-code.instructions.md, .github/instructions/mcp-server.instructions.md, .github/instructions/mcp-tool-descriptions.instructions.md, .github/instructions/npm-channel-source-of-truth.instructions.md, .github/instructions/pr-review-bots.instructions.md, .github/instructions/query-core-not-adapter.instructions.md, .github/instructions/release-via-ci.instructions.md, .github/instructions/republish-assets-not-npm.instructions.md, .github/instructions/schema-roundtrip-compat.instructions.md, .github/instructions/skill-attribution-boundary.instructions.md, .github/instructions/tasks-vs-briefings.instructions.md, .github/instructions/tool-surface-change.instructions.md, .github/instructions/tui-mcp-parity.instructions.md, .github/instructions/where-does-this-go.instructions.md, AGENTS.md, CLAUDE.md, matrix/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md, .github/instructions/bun-not-node.instructions.md, .github/instructions/canonicalize-vendored.instructions.md, .github/instructions/capture-undone-work.instructions.md, .github/instructions/changelog-discipline.instructions.md, .github/instructions/ci-pickup-verification.instructions.md, .github/instructions/command-versions-vs-presence.instructions.md, .github/instructions/data-source-naming-product-matrix.instructions.md, .github/instructions/database.instructions.md, .github/instructions/db-meta-stamping.instructions.md, .github/instructions/descriptive-prose-file-names.instructions.md, .github/instructions/extraction.instructions.md, .github/instructions/extractor-idempotent.instructions.md, .github/instructions/extractor-import-side-effects.instructions.md, .github/instructions/github-api-auth.instructions.md, .github/instructions/instruction-scopes.instructions.md, .github/instructions/issue-pr-linking.instructions.md, .github/instructions/llm-instruction-files-excluded-from-mdlint.instructions.md, .github/instructions/local-db-grounding.instructions.md, .github/instructions/manual-version-bump.instructions.md, .github/instructions/markdownlint-fenced-code.instructions.md, .github/instructions/mcp-server.instructions.md, .github/instructions/mcp-tool-descriptions.instructions.md, .github/instructions/npm-channel-source-of-truth.instructions.md, .github/instructions/pr-review-bots.instructions.md, .github/instructions/query-core-not-adapter.instructions.md, .github/instructions/release-via-ci.instructions.md, .github/instructions/republish-assets-not-npm.instructions.md, .github/instructions/schema-roundtrip-compat.instructions.md, .github/instructions/skill-attribution-boundary.instructions.md, .github/instructions/tasks-vs-briefings.instructions.md, .github/instructions/tool-surface-change.instructions.md, .github/instructions/tui-mcp-parity.instructions.md, .github/instructions/where-does-this-go.instructions.md, AGENTS.md, CLAUDE.md, matrix/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": "78 of 96 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 78,
                      "sampled": 96
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "tsconfig.json"
              ],
              "agent_commit_share": 0.28,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.01
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "biome.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "biome.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "28 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 28,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "1 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "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": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 97,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 116492,
              "source_files_sampled": 85,
              "oversized_source_files": 5
            },
            "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": "5/85 source files over 60KB",
                "points": 51.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 85,
                      "oversized": 5
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library",
        "application"
      ],
      "labels": [
        "mcp-server",
        "library"
      ],
      "scores": {
        "library": 6,
        "mcp-server": 11
      },
      "primary": "mcp-server",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:npm",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "mcp-server",
          "source": "dep:@modelcontextprotocol/sdk",
          "weight": 4
        },
        {
          "tier": "structure",
          "label": "mcp-server",
          "source": "mcp_signal",
          "weight": 3
        },
        {
          "tier": "description",
          "label": "mcp-server",
          "source": "description:mcp-server",
          "weight": 2
        },
        {
          "tier": "tags",
          "label": "mcp-server",
          "source": "tag:mcp-server",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T18:31:12.652072Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/tikoci/rosetta.svg",
  "full_name": "tikoci/rosetta",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.5.0, schema v0.27.0 — full methodology · metrics wiki.

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

Software health index

Score profile

Ownership

Package ecosystems

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Key facts

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