Public record
Software health reportschema 0.29.0 · metrics 2.5.0 · 2026-08-02 21:57 UTC

apmantza / GreedySearch-pi

Headless browser-automation to search Perplexity, Bing Copilot, and Google AI -- ranked sources and synthesized answers via Gemini

JavaScriptMIT★ 35 stars⑂ 3 forkssince Mar 2026View on GitHub ↗

apmantza/GreedySearch-pi holds a health index of 75 out of 100, placing it in the Good band. It scores highest on Vitality (81/100) and lowest on Community & Adoption (49/100). It was last updated 12 days ago. A single contributor accounts for most of its recent work.

75
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.

75
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 65 is calibrated to 75 on the published index scale (record calibration 2026-08-02).

Ownership

Apostolos MantzarisPersonal account
10 followers12 public repossince Dec 2025

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
npm@apmantza/greedysearch-pi2.1.61,6627512 days agopi-package

Metrics by category

Vitality

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

81Excellent · 21% of overall
How it's scored
28.8/36Push recency — last push 12 days ago
12.5/36Commit cadence — 18/52 weeks with commits
18/18Commit volume — 435 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year435
human_commit_share0.97
days_since_last_push12
active_weeks_last_year18

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 8 releases published
36/36Release recency — latest release 12 days ago
27/27Release cadence — a release every ~6.3 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count8
latest_release_tagv2.1.6
releases_from_tagsno
days_since_latest_release12
mean_days_between_releases6.3
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

49Weak · 17% of overall
How it's scored
24.8/60Stars — 35 stars
2.5/25Forks — 3 forks
0/15Watchers — 0 watchers
Inputs used
forks3
stars35
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno
How it's scored
42.9/80Monthly downloads — 1,662 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packages@apmantza/greedysearch-pi
dependents
ecosystemsnpm
total_downloads
monthly_downloads1,662
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?

52Moderate · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
1.7/22.5Commit distribution — top contributor authored 93% of commits
2.7/13.5Contributor breadth — 2 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.926
How it's scored
40.4/42Issue resolution — 96% of issues closed
28.9/30PR acceptance — 27/28 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/7 approved changesets -- score normalized to 0
Inputs used
merged_prs27
open_issues1
closed_issues25
prs_merged_7d0
prs_decided_7d0
prs_merged_30d9
prs_decided_30d9
issue_closed_ratio0.962
closed_unmerged_prs1
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
7.5/25Owner reach — 10 followers of apmantza
9.4/25Track record — 12 public repos, account ~0 yr old
Inputs used
followers10
owner_typeUser
is_verified
owner_loginapmantza
public_repos12
account_age_days243
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 12 days ago
20/20Version history — 75 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packages@apmantza/greedysearch-pi
ecosystemsnpm
any_deprecatedno
min_days_since_publish12

Engineering Quality

Are baseline engineering and documentation practices in place?

71Good · 19% of overall
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

75Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 6 out of 6 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 0/7 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
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 24 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
6/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 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_packages56
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:@apmantza/greedysearch-pi@2.1.6 runtime dependency closure — what installing the published package pulls in — 56 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.

60Moderate · 4% of overall
How it's scored
45/45Agent instructions — AGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 96 of 97 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.99
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes26,077
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
0/11Static type checking
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 17 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 3 of the last 100 commits are automated dependency updates
9/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.17
toolchain_manifests
dependency_bot_commit_share0.03
How it's scored
0/45Type-checkable code — JavaScript without a type-check config
54.2/55Manageable file sizes — 1/65 source files over 60KB
Inputs used
primary_languageJavaScript
largest_source_bytes91,679
source_files_sampled65
oversized_source_files1
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
0/40Runnable examples
Inputs used
example_dirs
has_mcp_signalyes
api_schema_files

Key facts

35GitHub stars
2contributors
435commits, last 12 months
12days since last push
8releases
1bus factor
1open 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 ★ / 3 ⇿
0Stars
3Forks
1Releases

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.

12233312026-042026-052026-06
Major 1Minor 0Patch 0
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 · 2026-08-02 21:57 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests6 out of 6 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 0/7 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
9Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
8Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 5
RegistryPackageVersion constraintManifest
npm@mozilla/readability^0.6.0package.json
npm@sinclair/typebox^0.34.49package.json
npmjsdom^29.1.1package.json
npmpdf-parse^2.4.5package.json
npmturndown^7.1.2package.json
All dependencies 56

Full resolved dependency set from the GitHub dependency graph: 5 direct and 51 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@mozilla/readability0.6.0direct
npm@sinclair/typebox0.34.52direct
npmjsdom29.1.1direct
npmpdf-parse2.4.5direct
npmturndown7.2.4direct
npm@asamuzakjp/css-color5.1.11indirect
npm@asamuzakjp/dom-selector7.1.1indirect
npm@asamuzakjp/generational-cache1.0.1indirect
npm@asamuzakjp/nwsapi2.3.9indirect
npm@bramus/specificity2.4.2indirect
npm@csstools/color-helpers6.0.2indirect
npm@csstools/css-calc3.2.1indirect
npm@csstools/css-color-parser4.1.8indirect
npm@csstools/css-parser-algorithms4.0.0indirect
npm@csstools/css-syntax-patches-for-csstree1.1.5indirect
npm@csstools/css-tokenizer4.0.0indirect
npm@exodus/bytes1.15.1indirect
npm@mixmark-io/domino2.2.0indirect
npm@napi-rs/canvas0.1.80indirect
npm@napi-rs/canvas-android-arm640.1.80indirect
npm@napi-rs/canvas-darwin-arm640.1.80indirect
npm@napi-rs/canvas-darwin-x640.1.80indirect
npm@napi-rs/canvas-linux-arm-gnueabihf0.1.80indirect
npm@napi-rs/canvas-linux-arm64-gnu0.1.80indirect
npm@napi-rs/canvas-linux-arm64-musl0.1.80indirect
npm@napi-rs/canvas-linux-riscv64-gnu0.1.80indirect
npm@napi-rs/canvas-linux-x64-gnu0.1.80indirect
npm@napi-rs/canvas-linux-x64-musl0.1.80indirect
npm@napi-rs/canvas-win32-x64-msvc0.1.80indirect
npmbidi-js1.0.3indirect
npmcss-tree3.2.1indirect
npmdata-urls7.0.0indirect
npmdecimal.js10.6.0indirect
npmentities8.0.0indirect
npmhtml-encoding-sniffer6.0.0indirect
npmis-potential-custom-element-name1.0.1indirect
npmlru-cache11.5.1indirect
npmmdn-data2.27.1indirect
npmparse58.0.1indirect
npmpdfjs-dist5.4.296indirect
npmpunycode2.3.1indirect
npmrequire-from-string2.0.2indirect
npmsaxes6.0.0indirect
npmsource-map-js1.2.1indirect
npmsymbol-tree3.2.4indirect
npmtldts7.4.3indirect
npmtldts-core7.4.3indirect
npmtough-cookie6.0.1indirect
npmtr466.0.0indirect
npmundici7.28.0indirect
npmw3c-xmlserializer5.0.0indirect
npmwebidl-conversions8.0.1indirect
npmwhatwg-mimetype5.0.0indirect
npmwhatwg-url16.0.1indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
Dependency advisories 0

Installing npm:@apmantza/greedysearch-pi@2.1.6 pulls in 56 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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      "pushed_at": "2026-07-21T08:00:06Z",
      "created_at": "2026-03-15T19:14:40Z",
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      "updated_at": "2026-07-23T15:45:37Z",
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        {
          "tag": "v2.1.5",
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          "body": "The two http:// loopback literals are test inputs asserting isPrivateUrl\nBLOCKS them; Sonar S5332 flags the literals. sonar.exclusions does not\napply under SonarCloud Automatic Analysis, so suppress inline.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: NOSONAR markers on SSRF-guard http fixtures",
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          "is_bot": false,
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          "is_bot": false,
          "headline": "docs: changelog for batch 4 (#41, #42, #46, #47, MCP server, CI/SSRF …",
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          "headline": "perf: scope stream waits to answer containers, dedupe ChatGPT stream-…",
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          "body": "New bin/mcp.mjs — dependency-free JSON-RPC MCP server exposing:\n- greedy_search: full search/research surface mirroring the pi tool\n  (engine, depth, breadth, iterations, synthesis, locale, visible),\n  spawning bin/search.mjs --inline exactly like src/tools/shared.ts,\n  6-min watchdog, GREEDY_SEARCH\n[…]\n fetchSourceContent\n\n.mcp.json registers the server at project scope for Claude Code;\nnpm run mcp for manual use. README documents registration.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: expose GreedySearch as an MCP stdio server",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:32:47Z",
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          "body": "- npm ci --ignore-scripts in both CI install steps (no dep in the tree\n  uses install scripts); pin npx jiti@2.7.0 in the extension-load check\n- isPrivateUrl: block IPv4-mapped IPv6 loopback/private hosts and add\n  explicit inet_aton-style numeric-host normalization as defense-in-depth\n- 8 new unit \n[…]\n543);\nthe jssecurity:S8703 SSRF finding remains a false positive to mark\nwon't-fix (pre- and post-redirect isPrivateUrl checks already present).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "security: harden CI installs and isPrivateUrl SSRF guard",
          "author_name": "Apostolos Mantzaris",
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          "is_bot": false,
          "headline": "perf: in-process CDP daemon client, CLI becomes thin wrapper (#41)",
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          "author_login": "wastedC",
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          "body": null,
          "is_bot": false,
          "headline": "perf: memoize token sets in dedupeFetchedSources (#47)",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:29:14Z",
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          "headline": "fix: watchdog and stderr cap for spawned search child (#42)",
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          "headline": "test: note Bing smoke exclusion is due to login wall",
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          "body": "perf: citation-check worker pool, GitHub default-branch fetching, shared window minimizer",
          "is_bot": false,
          "headline": "Merge pull request #49 from apmantza/perf/plegma-batch",
          "author_name": "Apostolos Mantzaris",
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          "body": "- Export httpGet from src/search/minimize.mjs and use it in launch.mjs /\n  launch-visible.mjs, resolving the SonarCloud new-duplication flag on #49\n- Remove the 'b' alias from the smoke engine-alias loop: Bing Copilot is\n  routinely Turnstile-gated on fresh sessions, which fails the run for\n  environmental rather than code reasons\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: share httpGet from minimize.mjs; drop Bing from smoke aliases",
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          "is_bot": false,
          "headline": "docs: changelog entries for plegma-built fixes (#43, #44, #45)",
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          "is_bot": false,
          "headline": "refactor: extract shared minimizeViaCDP, dedupe three window minimize…",
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          "body": "…HEAD\n\nExplicit-ref blob/tree URLs (the common case) don't use defaultBranch,\nso the extra repo-info API call was a wasted round trip against GitHub's\nunauthenticated rate limit.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf: only fetch repo info for default-branch resolution when ref is …",
          "author_name": "Apostolos Mantzaris",
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          "body": null,
          "is_bot": false,
          "headline": "perf: use default_branch and parallel fallbacks in GitHub fetching (#44)",
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          "headline": "perf: convert checkCitationUrls to a worker pool (#43)",
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          "oid": "f4917da95252841936d6a58f425d283d41c2c4f2",
          "body": "perf: merge evidence+learning extraction into one Gemini prompt per research round",
          "is_bot": false,
          "headline": "Merge pull request #48 from apmantza/perf/merge-evidence-learning-prompt",
          "author_name": "Apostolos Mantzaris",
          "author_login": "apmantza",
          "committed_at": "2026-07-20T20:01:02Z",
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          "oid": "ae18a6e6118e1769e4381fc65612e32d3c07b411",
          "body": "Live validation showed the combined prompt can exceed the old single-prompt\n120s budget since Gemini now generates both payloads in one response; 180s\nis still well under the previous two-call worst case of 240s.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf: give merged evidence+learning prompt a 180s budget",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T19:57:38Z",
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          "oid": "2528ecb3b38c38b1e688ce5715bca7c0c363de25",
          "body": "…er round\n\nCombines the two sequential per-round Gemini browser prompts into a single\nstructured prompt returning both payloads (extractions, learnings,\nansweredQuestions, newQuestions, followUpQueries, gaps), saving one\n~20-60s browser round-trip per research round. Failure modes mirror the\nold per-prompt fallbacks; simple-research's evidence-only path unchanged.\n\nCloses #38\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf: merge evidence and learning extraction into one Gemini prompt p…",
          "author_name": "Apostolos Mantzaris",
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          "committed_at": "2026-07-20T17:52:02Z",
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          "body": "perf: land batch 2 on master (stranded by stacked-merge order)",
          "is_bot": false,
          "headline": "Merge pull request #40 from apmantza/perf/optimization-batch",
          "author_name": "Apostolos Mantzaris",
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          "body": "perf: batch 2 — skip child Chrome probing, lazy jsdom, fixed sleeps → condition polls",
          "is_bot": false,
          "headline": "Merge pull request #39 from apmantza/perf/optimization-batch-2",
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          "oid": "20d1701232b511cdfbb4be580bab17f226201fa4",
          "body": "perf: parallelize research pipeline + fix Reddit/Consensus/fetchUrl bugs",
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          "headline": "Merge pull request #32 from apmantza/perf/optimization-batch",
          "author_name": "Apostolos Mantzaris",
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          "oid": "f1c07836691820a776cbc4005b1f339de97be577",
          "body": "…s to polls\n\n- Short-circuit ensureChrome/cleanupStaleSessions in research children (#33)\n- Lazy-load jsdom/Readability/Turndown; close jsdom windows in finally (#34)\n- cdp.mjs: immediate daemon connect with backoff, no list exit timer,\n  skip redundant readyState poll after loadEventFired, guard JS\n[…]\nm ALL_ENGINES; normalizeUrl-based source\n  ID matching in simple-research (#37)\n- Skip wasted final-round Gemini quality evaluation (#38 part 1)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf: skip child Chrome probing, lazy-load jsdom, convert fixed sleep…",
          "author_name": "Apostolos Mantzaris",
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          "committed_at": "2026-07-20T17:34:51Z",
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          "oid": "3c67ff7e69e0d7467644d06ef0591967589fdbf1",
          "body": "- Run simple-research search angles concurrently via Promise.allSettled (#26)\n- Execute research round actions through a concurrency-3 worker pool (#26)\n- Run cheap VERIFY_DETECT_JS probe before the expensive pierced DOM walk (#27)\n- Try Logically full-citations path first; inline popover walk only \n[…]\nclick /api/papers/details response in Consensus capture (#30)\n- Replace fetchSourceContentDirect with the full fetchSourceContent pipeline (#31)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf: parallelize research pipeline, fix Reddit/Consensus/fetchUrl bugs",
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          "body": "…d-minor-b163d2b5fa\n\nchore(deps): bump @sinclair/typebox from 0.34.49 to 0.34.52 in the patch-and-minor group",
          "is_bot": false,
          "headline": "Merge pull request #25 from apmantza/dependabot/npm_and_yarn/patch-an…",
          "author_name": "Apostolos Mantzaris",
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          "committed_at": "2026-07-13T14:11:36Z",
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          "body": "Bumps the patch-and-minor group with 1 update: [@sinclair/typebox](https://github.com/sinclairzx81/sinclair-typebox).\n\n\nUpdates `@sinclair/typebox` from 0.34.49 to 0.34.52\n- [Commits](https://github.com/sinclairzx81/sinclair-typebox/compare/0.34.49...0.34.52)\n\n---\nupdated-dependencies:\n- dependency-\n[…]\ndependency-version: 0.34.52\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n  dependency-group: patch-and-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump @sinclair/typebox in the patch-and-minor group",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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          "oid": "a8e1681668002024855823efdaa2e07a17d4cf18",
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          "headline": "release: 2.1.5",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-04T11:21:43Z",
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          "headline": "chore: add stealth analysis doc, fix downlinkMax/share/contentIndex",
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          "committed_at": "2026-07-04T10:47:08Z",
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          "oid": "5728cdcb0355dc528034f928b38956f9838828c3",
          "body": "…red CreepJS scores",
          "is_bot": false,
          "headline": "feat: add stealth-check --strict gating, --diff baseline, and structu…",
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          "committed_at": "2026-07-04T09:41:03Z",
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          "headline": "feat: add stealth check and harden fingerprint patches",
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          "headline": "docs: add all-contributors section to README",
          "author_name": "Apostolos Mantzaris",
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          "headline": "fix: add scripts/lib/*.mjs to gitignore un-ignore patterns",
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          "headline": "release: 2.1.4",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
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          "oid": "abac388638ec5271d67325dedee521710cd7af60",
          "body": null,
          "is_bot": false,
          "headline": "fix: harden headless extraction and release docs",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-03T21:16:32Z",
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          "headline": "release: 2.1.3",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-21T09:15:16Z",
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        {
          "oid": "95b517794c5e90155c9270b72b798ecaaaddad46",
          "body": "- Refresh stale lockfile (jsdom 24→29, typebox 0.34.48→0.34.49)\n- Pin pi-coding-agent peer dep to ^0.79.0 (resolves 0.79.9)\n- Add npm audit --omit=dev --audit-level=high to CI (blocks high/critical vulns)\n- Fix line-length violations in workflow YAML",
          "is_bot": false,
          "headline": "chore: fix deps and add security audit to CI",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-21T09:03:12Z",
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        {
          "oid": "0f036ed640ec3afdc40e36b45a024e7fe3235290",
          "body": "Internal patch release fixing the TUI crash that affected the\nall-mode synthesis run with 5+ engines. The TUI's Text.render\ncrashed with 'Rendered line N exceeds terminal width (W > W-4)'\nwhen:\n\n1. The chatgpt synthesis answer contained a 14k+ char JSON-encoded\n   rawAnswer line (no \\n break, so the\n[…]\nbetween RSC and SSR in Next.js?'\n    → synthesized answer with cited sources, ~90s (no TUI crash)\n\nNo API changes, no new dependencies. 94/94 unit tests pass,\n50/50 lint checks pass, lockfile in sync.",
          "is_bot": false,
          "headline": "release: 2.1.2 — TUI crash on multi-engine synthesis",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-18T14:14:33Z",
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          "oid": "e4d455ca907ae30d4cf80afd72bd18d16bd281bf",
          "body": "The previous fix at 110 chars was insufficient: emoji take 2 visible\ncols each, so a 110-char status line still produces ~116 visible cols\nwhen the line has multiple emoji (5 engines with status prefixes).\nThe crash dump showed line 15980 at w=116 even after the first fix.\n\nTruncate at 90 chars (88 + ellipsis) to leave ample room for variable\nemoji widths and ansi padding.",
          "is_bot": false,
          "headline": "fix(tui): truncate progress status line to 90 chars max",
          "author_name": "Apostolos Mantzaris",
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        },
        {
          "oid": "213ecad0f1681e1887ab68fde28725988c53f04d",
          "body": "The TUI crashed with 'Rendered line N exceeds terminal width' on\nthe all-mode synthesis run with 5 engines. The crashing line\n(line 15727 in the crash dump) was the engine status line:\n\n  ✅ perplexity done · ✅ google done · ✅ chatgpt done\n  · ✅ gemini done · ❌ semantic-scholar failed · 🔄 synthesizi…\n[…]\nine-status line at 110 chars with ellipsis\ntruncation in shared.ts makeProgressTracker(). 110 is well under\nthe 112-char terminal so the TUI's Text.render wrap is a no-op\nand the line renders cleanly.",
          "is_bot": false,
          "headline": "fix(tui): truncate progress-tracker engine status line",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-18T13:54:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "91dd115271e316a40aca65b4fb0e85633491b123",
          "body": "The TUI's Text.render calls TUI.doRender which crashes with\n'Rendered line N exceeds terminal width (W > W-4)' when a single\nline in the output is wider than the terminal. The Text class\nwraps at the terminal width but the issue is upstream: a single\nsynthesis answer line (e.g. a markdown table row \n[…]\nly; only individual lines\nget truncated with an ellipsis if they exceed the cap (which\nis rare for proper markdown but a hard guarantee against the\ncrash).\n\n94/94 unit tests pass, jiti module-load OK.",
          "is_bot": false,
          "headline": "fix(tui): truncate lines > 800 chars before passing to formatter",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-18T13:42:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "36e624c3b47f95c383b43ce29bc81a0d01813778",
          "body": "Internal patch release fixing a class of bugs where the\nheadless-recovery flow was triggering unnecessarily and clicking\nthe wrong sign-in button:\n\n- Stream-stability race that returned 19-char header stubs\n  (e.g. 'Next.jsReactNext.js') as the 'answer' for complex\n  questions. ChatGPT/Perplexity/Ge\n[…]\n'What is 2+2?' → '2 + 2 = 4.' in headless\n  - chatgpt complex question → 4500+ char answer in 22s\n\nNo API changes, no new dependencies. 94/94 unit tests pass,\n50/50 lint checks pass, lockfile in sync.",
          "is_bot": false,
          "headline": "release: 2.1.1 — stop false-positive visible-recovery cascade",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-18T13:15:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "354e3e59c9ff5ea978cfb258f42c1a15ac403ec8",
          "body": "The previous attempt used Node-side ${looksLikeAnswerText.toString()...}\ntemplate substitution which silently failed (the .replace() stripped\nthe function body leaving an empty string in the eval), producing\n'looksLikeAnswerText is not defined' ReferenceError at runtime. The\nhelper is now inlined di\n[…]\neclaration is kept for the\npost-eval answer-shape check on the Node side, but the browser-side\ncopy is what does the actual filtering during extraction.\n\n94/94 unit tests pass, 50/50 lint checks pass.",
          "is_bot": false,
          "headline": "fix(perplexity): inline looksLikeAnswerText helper into browser eval",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-18T12:58:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7cdf62484f8e28406c98ab4e66f5b9cb50297411",
          "body": "The previous run was producing this cascade:\n  1. Headless perplexity extraction completes but DOM-fallback filter\n     rejects short answers ('2 + 2 = 4.' is 9 chars, filter requires >50).\n  2. extractAnswer throws 'Clipboard interceptor returned empty text'.\n  3. The throw contains the substring '\n[…]\nection. Added a\npositive test confirming the new 'Cloudflare Turnstile challenge\ndetected in closed shadow DOM' message and a negative test\nconfirming the old 'clipboard' substring no longer triggers.",
          "is_bot": false,
          "headline": "fix: stop false-positive visible recovery cascade",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-18T12:50:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0a74fb2181aca4ce85f37ca701392b687bef0393",
          "body": "The 'Next.jsReactNext.js' bug (DOM fallback returning the title\nheader instead of the actual response) was caused by ChatGPT's\nstream-wait resolving too early during a brief header pause.\nThree coordinated changes:\n\n1. extractors/chatgpt.mjs — waitForResponse: stableRounds 3->6.\n   The header-block \n[…]\nhe new React Server Components and traditional\nSSR in Next.js, and what are the tradeoffs?' now returns a 4500+\nchar answer in 22s instead of a 19-char stub.\n\n93/93 tests pass, 50/50 lint checks pass.",
          "is_bot": false,
          "headline": "fix: tighten stream-stability heuristic to prevent header-stub answers",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-18T10:13:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "45d615696588bea1664a7ca8010e239ba599b8c4",
          "body": "…narCloud fixes\n\nUser-facing improvements:\n  - 5/5 engines (perplexity, google, chatgpt, gemini, bing) work in headless\n    via CDP-pierce + browser-level click that bypasses Cloudflare Turnstile\n    inside closed shadow roots (chatgpt.com, perplexity.ai, bing.com).\n    No more 'open visible Chrome \n[…]\nied:\n  - npm test: 93/93 pass\n  - npm run lint: 51/51 pass\n  - npm run check:lockfile: in sync\n  - Live smoke: 5/5 engines work in headless, all-mode synthesis\n    produces comprehensive cited answers",
          "is_bot": false,
          "headline": "release: 2.1.0 — auto-click CF Turnstile, auto-resume after solve, So…",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-18T07:03:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "63965ee4617fdbd036c6629ed9635289f107c284",
          "body": "semantic-scholar and logically are academic/research-assistant engines\nwhose output is noisy for casual web search but shines in depth:'research'\nmode. The previous default ['perplexity','google','chatgpt','semantic-scholar']\nmade casual searches trip over scholarly-paper results that don't answer\no\n[…]\nrch/constants.mjs — DEFAULT_ENGINES = 3 engines\n  CHANGELOG.md            — document the change\n  README.md               — reflect new default in example config\n  skills/greedy-search/skill.md — same",
          "is_bot": false,
          "headline": "feat(config): exclude semantic-scholar from default engine:all fan-out",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-18T06:31:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7086d127ead85e3aff2cf4e2d7308a4d657e20f0",
          "body": "SonarCloud flagged 'Do not pass function validateArg directly to\n.map(...)' on both cdpSafeArgv call sites. The original style passes\nthe named function reference, which loses the arguments object and\nthis binding when invoked through Array.prototype.map. Functionally\ncorrect here because validateAr\n[…]\nomatically, but the pattern is\nfragile and SonarCloud correctly flags it.\n\nWrap both calls in '(v, i) => validateArg(v, i)' so the binding is\nexplicit and the call shape matches the recommended idiom.",
          "is_bot": false,
          "headline": "fix(common): wrap validateArg in arrow function for .map()",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-18T06:22:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aebb98ae96cfc15dce321f248287c0a921e2335c",
          "body": "Single trivial changes:\n  extractors/common.mjs — wrap long Error string literal to next line\n    (cosmetic, no behavior change)\n  test-suite/*.html — biome formatter wrap of HTML elements\n\nFollow-up to 379625f which fixed 6 SonarCloud issues. CI formatter\napplied these cosmetic changes after the previous commit landed.",
          "is_bot": false,
          "headline": "style: autoformat SonarCloud fix commit (ci/lint autofix)",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-18T06:18:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "379625fbb7dca4b0aa32c26f5c1fa75634d09855",
          "body": "extractors/gemini.mjs:158 — fix always-false comparison\n  The eval-returned boolean was stringified to 'true'/'false' by the\n  JSON serialization layer, so 'ready === true' was always false and\n  the modelReady wait silently timed out (warning printed but\n  clipboard fallback still worked). Changed \n[…]\nvisually hides\n  the label but keeps it accessible to screen readers, satisfying\n  SonarCloud's WCAG 'Associate a valid label to this input field'\n  rule without changing the visible test-page layout.",
          "is_bot": false,
          "headline": "fix: address 6 SonarCloud issues (1 bug + 5 accessibility/security)",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-18T06:15:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "51fa176721830144a0d634822044a4b012a2cd74",
          "body": "…click\n\nWhen chatgpt.com, perplexity.ai, or bing.com show a 'Verify you are\nhuman' challenge, the iframe is hidden inside a closed shadow root that\nno JS DOM query can reach. Previously the extractor detected this as\na sentinel 'cf-closed-shadow-dom' string and gave up, requiring the\nuser to manuall\n[…]\n\n  chatgpt:    headless, clicked CF, answer 18.1s\n  bing:       headless, no CF needed, answer 12.3s\n  google:     headless, no CF needed, answer ~10s\n  gemini:     headless, no CF needed, answer ~10s",
          "is_bot": false,
          "headline": "feat: auto-click Cloudflare Turnstile via CDP pierce + browser-level …",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-17T21:31:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e19e833833562a77eb98b04895597cbda22761c1",
          "body": "- Add src/search/challenge-detect.mjs with engine-specific poll signals\n  (chatgpt watches for title change + ProseMirror render; bing watches\n  for copilot URL + textarea render; generic engines fall back to\n  cf_clearance cookie presence). Configurable via\n  GREEDY_SEARCH_CHALLENGE_WAIT_MS env var\n[…]\nines still work in headless; for the 2 Cloudflare-blocked engines\n(chatgpt, bing), the user solves the challenge once and subsequent\nextractions in the same session auto-resume without a manual rerun.",
          "is_bot": false,
          "headline": "feat: auto-resume extraction after user solves Cloudflare challenge",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-17T20:32:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "95e83583a533e30cd3f95cb6ae0ecfce0558d257",
          "body": null,
          "is_bot": false,
          "headline": "style: autoformat renderBar return statement",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-17T07:31:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b083211648c80a8bf78406781aab2dbbe32d5baf",
          "body": null,
          "is_bot": false,
          "headline": "changelog: document progress bar visible for all call types",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-17T06:59:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23ce4de092aeea94504f9475ac5d489f6bb884e5",
          "body": "… research)",
          "is_bot": false,
          "headline": "feat: progress bar and ETA now shown for all call types (single, all,…",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-17T06:58:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6029c1b872856e3438fa0fefb1dc36d7c349da6",
          "body": null,
          "is_bot": false,
          "headline": "changelog: document progress UI visibility fix under [Unreleased]",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-17T06:40:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "566968159bbf2e5d2d2ba8033901ddb1a3d961f7",
          "body": "- runSearch() now parses [greedysearch] [bar] ... ETA ... stderr lines\n  and PROGRESS:research:* markers, forwarding as live onUpdate callbacks\n- makeProgressTracker() accepts query param, renders multi-line output:\n  line 1: original question (stays frozen)\n  line 2: progress bar + ETA (persists across engine updates)\n  line 3+: engine status + synthesis status\n- CHANGELOG entry under [Unreleased]",
          "is_bot": false,
          "headline": "fix: progress bar and ETA now forwarded to Pi UI during research",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-17T06:38:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "310fae326819e3d37d8ee26ef07632cb4955b094",
          "body": "Collapse multi-line const assignments to single lines per the\nproject's formatter.",
          "is_bot": false,
          "headline": "style: autoformat progress tracker and simple-research",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T11:57:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b157a77673f671cfe65d8d3830ae5f187da52e9c",
          "body": "Added the same progress tracker to runSimpleResearchMode so users\nsee the bar and ETA for simple research too. The simple path does\n3 search angles + 1 fetch batch + up to 2 synthesis calls, so the\ntotal steps are pre-computed (6).\n\nCan be silenced with GREEDY_RESEARCH_QUIET=1 (same env var as\nthe iterative path).",
          "is_bot": false,
          "headline": "feat(simple-research): progress bar with ETA for simple path",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T11:53:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "05eb389c255ca9a95d894b04983a6223f98920b5",
          "body": "Added src/search/progress.mjs — tracks per-action and per-round\ntiming, prints a progress bar to stderr with an ETA based on the\nrolling average of the last 5 action durations.\n\nBar format: [████████████░░░░░░░░] 5/12 (search:what is X, ETA 1m 30s)\n\nThrottled to 500ms between prints to avoid spammin\n[…]\n\nInspired by pi-webaio's streaming progress output. Users running\nmulti-round deep research can now see how far along the run is\nand an estimated time to completion instead of wondering if it's\nstuck.",
          "is_bot": false,
          "headline": "feat: progress bar with ETA for deep research",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T11:45:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e12ff787ab1da9ff617a0b8f26db1d7e7e5ca27a",
          "body": "The install-test job runs 'node test.mjs unit' from the checkout\nroot after globally installing the tarball. But the test imports\nsrc/search/research.mjs which transitively requires @mozilla/readability\n(a production dependency in package.json) — without npm install,\nthe dependency isn't in node_mod\n[…]\nbut it runs on\na separate runner — node_modules from that job isn't available in\nthe install-test job's checkout.\n\nAdded an 'Install dependencies' step before 'Run unit tests' in\nthe install-test job.",
          "is_bot": false,
          "headline": "fix(ci): npm install before Run unit tests in install-test job",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T10:53:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "37ae0c4d1a42267c9299035d1bd2a07f37712a36",
          "body": "The concurrency=0 test makes a real HEAD request to example.com\nwhich may be blocked in sandboxed CI environments. Skip it when\nCI env var is set so the unit tests don't depend on network access.\n\nThe other checkCitationUrls tests (empty sources, non-HTTP URLs)\ndon't make network calls and still run in CI.",
          "is_bot": false,
          "headline": "fix(ci): skip network-dependent checkCitationUrls test in CI",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T10:45:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42a868253e372bfa360256b0ff7cfc6afc0308d3",
          "body": "Inspired by Feynman's deepresearch prompt: for direct-mode research,\nrun a minimum of 3 distinct search angles (definition, mechanism,\ncurrent usage) instead of a single query. This produces broader\nsource coverage and catches sources that a single query would miss.\n\nAdded buildSearchAngles() and mergeSourcesByUrl() helpers. The\niterative research loop is unchanged — Gemini still plans the\nactions there. This only affects the simple research fast-path.",
          "is_bot": false,
          "headline": "feat(simple-research): multi-angle search for broader source coverage",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T10:31:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1bb39d6247a938342060ee5895be3e268543301c",
          "body": "Semantic Scholar is already registered as an engine and parses\nsources very well (title, URL, paperId, citationCount, venue, year) —\nricher than the other engines. It's fast (~4s) and returns academic\npapers, making it the highest-quality source for research queries.\n\nPreviously it was only included\n[…]\ne user explicitly added it\nto ~/.pi/greedyconfig. Now it's in the default 4-engine fan-out\nalongside perplexity, google, and chatgpt.\n\nBing and Logically remain opt-in due to login/quota requirements.",
          "is_bot": false,
          "headline": "feat: add semantic-scholar to DEFAULT_ENGINES",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T10:19:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c3724369c74907eab2874e7e4026411b9d7f3528",
          "body": "Two fixes for the logically extractor:\n\n1. Use tiptap's editor.commands.insertContent() instead of CDP's\n   Input.insertText. Logically uses a tiptap ProseMirror editor, and\n   Input.insertText doesn't dispatch the events that tiptap listens\n   for. Falls back to execCommand for non-tiptap editors.\n\n[…]\nr was too specific (.chat-control\ndiv.ProseMirror[contenteditable=true][role=textbox]) — the\npage changed to a simpler div.ProseMirror[contenteditable] selector\nwithout the .chat-control parent class.",
          "is_bot": false,
          "headline": "fix(logically): use tiptap commands + detect free-tier quota wall",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T10:09:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "823a6e8a205df370b81aa47b77a270cea1cf7e6c",
          "body": "The simple research path runs 1 round with fewer sources, but the\nfloor check required minFetched = Math.min(4, Math.max(2, maxSources))\nwhich is 2-4 sources. For a 1-round simple query with 1-2 fetched\nsources, the floor would always fail.\n\nScale the minimum: 1 round → min(2, baseMin), 2+ rounds → baseMin.\nThis lets simple research pass the floor with 1-2 sources while\nkeeping the stricter requirement for iterative research.",
          "is_bot": false,
          "headline": "fix(research): scale minFetched floor by round count for simple research",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T09:46:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ca27aacb372165f7e8370dc3a1cf75bf88df2c2",
          "body": "…om node_modules\n\nThe CI 'Run unit tests' step was failing with\nERR_UNSUPPORTED_NODE_MODULES_TYPE_STRIPPING because test.mjs\nimported src/tools/shared.ts directly. Node can't strip TypeScript\nfrom files inside node_modules, so the import failed when the\npackage was installed globally during the CI t\n[…]\nst.\n\nInlined the trivial stripQuotes function (one regex) directly in\ntest.mjs, keeping it in sync with src/tools/shared.ts via comment.\n\nThis unblocks the install-test CI job on ubuntu/windows/macos.",
          "is_bot": false,
          "headline": "fix(ci): inline stripQuotes in test.mjs to avoid TypeScript import fr…",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T06:28:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "83d4124d4515268e8365806707e1336c4144d5da",
          "body": "In all-mode under CDP contention, the model-response element may\nnot have rendered by the time the DOM fallback runs. Added a 6s\nretry loop inside the browser that polls for the response to appear\nand returns the answer once it does.\n\nMirrors the ChatGPT extract retry pattern: instead of failing fast\nwhen the response is missing, wait a few seconds for it to land.",
          "is_bot": false,
          "headline": "fix(gemini): retry DOM fallback when model-response renders late",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T06:21:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "242c5a13cab18b4753805465f7ff7db34ecfaf41",
          "body": "GreedySearch's philosophy is no API costs — suggesting users\nupgrade to a paid service contradicts the extension's purpose.",
          "is_bot": false,
          "headline": "fix(perplexity): remove Pro upgrade mention from rate limit message",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T06:17:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82302cd04e41c6da9b16424bfd9bec8b732f7c43",
          "body": "Changed the error message from 'Perplexity free search limit reached'\nto 'Rate Limited' so users immediately understand why Perplexity\ndidn't run, with guidance to wait or upgrade to Pro.",
          "is_bot": false,
          "headline": "fix(perplexity): clearer Rate Limited message for free search limit wall",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T06:16:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74e7694285a4531b5a0f61be1e46c2f77508973f",
          "body": "isHeadlessBlockedResult now checks NON_RECOVERABLE_BLOCKED_BY\nand returns false for rate-limit blocks. This prevents the\nsingle-engine recovery path in bin/search.mjs from triggering\nvisible retry when Perplexity's free-search-limit wall is\ndetected — the wall is account-level and can't be bypassed\nby visible-mode cookies.",
          "is_bot": false,
          "headline": "fix(recovery): skip visible retry for rate-limit blockedBy",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T06:14:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5b2bab2cca8a694616adc7f37b01dc67a8b6d37",
          "body": "Perplexity shows a rate-limit wall after hitting the free search\nlimit. The wall text is localized (Greek, English, etc.) so we\ndetect it structurally: [dialog] element + upgrade-related text\n(Pro/αναβάθμιση/upgrade) + no answer prose.\n\nVisible-mode cookies CANNOT bypass this wall — it's account-lev\n[…]\ny.mjs to skip visible recovery for rate-limit blocks.\n\nDetection runs after waitForStreamComplete (when the wall appears\nas a response to the query), not before (the wall isn't shown on\nthe homepage).",
          "is_bot": false,
          "headline": "fix(perplexity): detect free-search-limit wall and skip visible recovery",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-16T06:12:25Z",
          "body_truncated": true,
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        },
        {
          "oid": "4e077df10b9ebee81168990361889d255761e5b9",
          "body": "In all-mode under CDP contention, the Perplexity input element exists\nin the DOM but React hasn't attached its focus/onChange handlers yet.\nProgrammatic focus() silently fails and activeElement stays as BODY.\n\nAdded a 15s poll after navigation that dispatches real mouse events\n(mousedown/mouseup/cli\n[…]\nble state under heavy CDP contention. The\nDOM fallback correctly returns null on the homepage, so the\nextractor fails gracefully with a clean error instead of returning\nfalse answers from the sidebar.",
          "is_bot": false,
          "headline": "fix(perplexity): wait for React hydration before typing",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-15T21:51:17Z",
          "body_truncated": true,
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        },
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          "oid": "09d3d5738cbf11dcb0d6db2e346f5ba6a4b41e98",
          "body": "After stream-wait times out in all-mode under CDP contention, the\nassistant message may still be rendering. A short retry loop\n(3 attempts, 2s delay) catches the response once it lands without\nburning the full 60s engine budget.\n\nAlso removes unused cdpWithInput import (replaced by execCommand\nin the type step).",
          "is_bot": false,
          "headline": "fix(chatgpt): retry extract after stream-wait timeout",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-15T21:37:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "2953724deceb7b67b31cd35189ae2968ed10aad3",
          "body": "In all-mode under CDP contention, the first execCommand call\nsometimes fails because the input element exists in the DOM but\nisn't fully focusable yet (React app still hydrating). Added a\n3-attempt retry loop with a 500ms delay between attempts and a\nnot-focused check.\n\nVerified: Perplexity works in\n[…]\npage is still loading when the extractor starts\ntyping, and even 3 retries aren't enough. The DOM fallback\ncorrectly returns null on the homepage, so the extractor fails\ngracefully with a clean error.",
          "is_bot": false,
          "headline": "fix(perplexity): retry execCommand typing with focus check",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-15T17:32:02Z",
          "body_truncated": true,
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          "body": "CDP's Input.insertText sends raw text but doesn't dispatch the\nsynthetic events that React's controlled-input system listens for.\nIn all-mode under CDP contention, this caused Perplexity and\nChatGPT queries to not register — the page stayed on the homepage\nand clipboard interception returned empty.\n\n[…]\nbmit succeeds, but response streaming still\n  times out under CDP contention (separate issue from typing)\n- DOM fallback correctly returns null on homepage, preventing\n  false answers from sidebar nav",
          "is_bot": false,
          "headline": "fix(extractors): use execCommand for React input typing",
          "author_name": "Apostolos Mantzaris",
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          "committed_at": "2026-06-15T17:28:21Z",
          "body_truncated": true,
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          "body": "The DOM fallback was extracting text from the Perplexity homepage\nsidebar ('Start a business', 'Create a report', etc.) when the\nquery never actually submitted in all-mode under CDP contention.\nThe page stayed on perplexity.ai/ and the fallback grabbed the\nsidebar nav items as the 'answer'.\n\nAdded a\n[…]\nmode, Perplexity query submission\nsometimes fails to navigate to results — clipboard stays empty AND\npage stays on homepage. The fix ensures the DOM fallback doesn't\nreturn false answers in this case.",
          "is_bot": false,
          "headline": "fix(perplexity): DOM fallback waits for search results page navigation",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
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          "oid": "17f1e9e9a187061ede314722a639827c36d7c01b",
          "body": "…ENGINES\n\nHardcoded engine names [bing|perplexity|google|...] in the regex\nduplicated the engine list from constants.mjs. New engines would\nsilently have their stderr lines filtered out. Now builds the regex\ndynamically from ALL_ENGINES so new engines are auto-forwarded.",
          "is_bot": false,
          "headline": "fix(simple-research): derive shouldForwardChildStderr regex from ALL_…",
          "author_name": "Apostolos Mantzaris",
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          "body": "The clipboard interceptor intermittently fails in headless mode, causing\nPerplexity to always trigger visible recovery. The recovery log showed\n20/20 Perplexity failures were 'Clipboard interceptor returned empty\ntext' — not login/Cloudflare detection as previously suspected.\n\nAdded extractAnswerFro\n[…]\n~20s visible).\n\nThe DOM fallback is tried only after clipboard retry fails, preserving\nthe clipboard path as primary (it captures markdown formatting and\nsource references better than DOM extraction).",
          "is_bot": false,
          "headline": "fix(perplexity): add DOM fallback for clipboard interception failure",
          "author_name": "Apostolos Mantzaris",
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          "body": null,
          "is_bot": false,
          "headline": "docs: update changelog and agents guide with DRYKISS hardening notes",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-15T12:21:48Z",
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          "oid": "9e6486cbbeaf7137fb009cb2a5e0bd3d8713ab6d",
          "body": "- Extract runCitationUrlCheck() shared by both research modes (fixes\n  duplicate orchestration block, #1 high finding)\n- Guard checkCitationUrls for loop against concurrency <= 0 (fixes\n  potential infinite loop)\n- Clear AbortController timer in catch block (fixes resource leak)\n- Update defaults to\n[…]\n- Add stderr log to writeResearchBundle catch block in simple-research\n- Import trimText from sources.mjs instead of redefining locally\n- Remove duplicate checkCitationUrls import from simple-research",
          "is_bot": false,
          "headline": "fix: DRYKISS findings from autoreview",
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          "committed_at": "2026-06-15T12:21:48Z",
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          "oid": "e151f8eba980e748fc881383b45e399d3618483f",
          "body": "- provenance.md: human-readable run metadata written automatically by\n  writeResearchBundle() for both iterative and simple research paths.\n  Records date, duration, mode, rounds, sources consulted/fetched/cited,\n  per-cited-source details, URL reachability, citation audit, floor checks.\n- checkCita\n[…]\nbot-protected skipped.\n- writeResearchBundle() now accepts citationUrls param, returns provenancePath\n- Both runResearchMode() and runSimpleResearchMode() wire up the URL check\n  after citation audit.",
          "is_bot": false,
          "headline": "feat: provenance sidecar and citation URL reachability",
          "author_name": "Apostolos Mantzaris",
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          "committed_at": "2026-06-15T12:21:48Z",
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          "body": "Add query complexity classification and fast-path for simple queries:\n\n- classifyResearchComplexity(): Gemini call categorizes queries as\n  simple/moderate/complex before entering the iterative research loop\n- runSimpleResearchMode(): single-pass fast-path for simple queries\n  (single all-search + f\n[…]\nefully\n- Exported 5 functions from research.mjs for simple-research.mjs reuse\n\nDRYKISS fixes: inlined parseGeminiJson, removed thin wrapper,\ndeduplicated manifest, fixed fetchedSourceSuccessRate type.",
          "is_bot": false,
          "headline": "feat: scale-aware research with complexity classification",
          "author_name": "Apostolos Mantzaris",
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          "body": "…d-minor-81c9e1e9eb\n\nchore(deps): bump @sinclair/typebox from 0.34.48 to 0.34.49 in the patch-and-minor group across 1 directory",
          "is_bot": false,
          "headline": "Merge pull request #22 from apmantza/dependabot/npm_and_yarn/patch-an…",
          "author_name": "Apostolos Mantzaris",
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          "committed_at": "2026-06-07T15:50:47Z",
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          "body": "Bumps the patch-and-minor group with 1 update in the / directory: [@sinclair/typebox](https://github.com/sinclairzx81/sinclair-typebox).\n\n\nUpdates `@sinclair/typebox` from 0.34.48 to 0.34.49\n- [Commits](https://github.com/sinclairzx81/sinclair-typebox/compare/0.34.48...0.34.49)\n\n---\nupdated-dependen\n[…]\ndependency-version: 0.34.49\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n  dependency-group: patch-and-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump @sinclair/typebox",
          "author_name": "dependabot[bot]",
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          "body": "….1.1\n\nchore(deps): bump jsdom from 24.1.3 to 29.1.1",
          "is_bot": false,
          "headline": "Merge pull request #23 from apmantza/dependabot/npm_and_yarn/jsdom-29…",
          "author_name": "Apostolos Mantzaris",
          "author_login": "apmantza",
          "committed_at": "2026-06-07T14:59:03Z",
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          "body": "…kage\n\nTwo fixes blocking the 2.0.0 release:\n\n- release.yml:134 — softprops/action-gh-release@v3 -> SHA b4309332... # v3\n  (resolves SonarCloud LOW security hotspot: 'Use full commit SHA hash\n  for this dependency')\n\n- release.yml:65 (prepare job, tarball verification step) — the glob\n  'greedysearc\n[…]\nrue\" will always be false'). This is stale — the fix\nlanded in bf1e212 ('fix(gemini): drop dead === \"true\" check') and\nthe line now reads 'if (ready === true) {'. Will clear on next\nSonarCloud rescan.",
          "is_bot": false,
          "headline": "fix(ci): pin softprops action to SHA, fix tarball glob for scoped pac…",
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          "body": "Major release consolidating ~6 weeks of work since 1.9.2:\n- Two new research engines (Semantic Scholar, Logically) with PDF fetching\n- Deep-research structured output (dataroom-style bundles)\n- Configurable all-mode engines and synthesizer via ~/.pi/greedyconfig\n- ChatGPT extractor rewrite: 71s -> 8\n[…]\n academic fetch injection, social guardrail\n- Full release/CI automation: release workflow, dependabot, lint/lockfile gates\n- SonarCloud dead code fix, CONTRIBUTING.md, AGENTS.md release workflow docs",
          "is_bot": false,
          "headline": "release: 2.0.0",
          "author_name": "Apostolos Mantzaris",
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        {
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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                "key": "watchers",
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                "status": "missed",
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            "key": "community_health",
            "band": "good",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "readme_badges": 0,
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                "points": 22.5,
                "status": "met",
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                "status": "met",
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                "key": "code_of_conduct",
                "name": "Code of conduct",
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                "points": 0,
                "status": "missed",
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              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 1662
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "1,662 downloads/month across npm",
                "points": 42.9,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 1662,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 52,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 13,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 2,
              "top_contributor_share": 0.926
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 93% of commits",
                "points": 1.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 93
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "2 contributors",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "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": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 80,
            "inputs": {
              "merged_prs": 27,
              "open_issues": 1,
              "closed_issues": 25,
              "prs_merged_7d": 0,
              "prs_decided_7d": 0,
              "prs_merged_30d": 9,
              "prs_decided_30d": 9,
              "issue_closed_ratio": 0.962,
              "closed_unmerged_prs": 1,
              "first_time_authors_30d": 0,
              "first_time_prs_merged_30d": 0,
              "first_time_prs_decided_30d": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "96% of issues closed",
                "points": 40.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 96
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "27/28 decided PRs merged",
                "points": 28.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 27,
                      "decided": 28
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/7 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 34,
            "inputs": {
              "followers": 10,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "apmantza",
              "public_repos": 12,
              "account_age_days": 243
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "10 followers of apmantza",
                "points": 7.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 10,
                      "login": "apmantza"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "12 public repos, account ~0 yr old",
                "points": 9.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 12
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "@apmantza/greedysearch-pi"
              ],
              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 12
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 12 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "75 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 75
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 71,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "6 out of 6 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 75,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 69,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 6.9
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "6 out of 6 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/7 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "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 24 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 9",
                "points": 4.5,
                "status": "partial",
                "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 not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6,
                "status": "partial",
                "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:@apmantza/greedysearch-pi@2.1.6 runtime dependency closure — what installing the published package pulls in — 56 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:@apmantza/greedysearch-pi@2.1.6",
                  "assessed": 56
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 56,
              "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": 56,
              "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
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 60,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
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                "key": "machine_readable_docs_llms_txt",
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                "points": 0,
                "status": "missed",
                "details": [],
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              {
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                "detail": "96 of 97 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
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                      "legible": 96,
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              "toolchain_manifests": [],
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              },
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              {
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                "points": 10,
                "status": "met",
                "details": [
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                "status": "met",
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                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 9",
                "points": 9,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
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              "largest_source_bytes": 91679,
              "source_files_sampled": 65,
              "oversized_source_files": 1
            },
            "components": [
              {
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                "detail": "JavaScript without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "JavaScript"
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/65 source files over 60KB",
                "points": 54.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
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                      "kb": 60,
                      "sampled": 65,
                      "oversized": 1
                    }
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                ],
                "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": [
              {
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              },
              {
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                "status": "met",
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              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
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              }
            ]
          }
        ],
        "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"
      ],
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6,
        "mcp-server": 3
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:npm",
          "weight": 6
        },
        {
          "tier": "structure",
          "label": "mcp-server",
          "source": "mcp_signal",
          "weight": 3
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "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": "2026-08-02T21:57:25.309936Z",
  "schema_version": "0.29.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/apmantza/GreedySearch-pi.svg",
  "full_name": "apmantza/GreedySearch-pi",
  "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 v0.29.0 — full methodology · metrics wiki.

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