公开记录
软件健康报告模式 0.29.0 · 指标 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 星标⑂ 3 复刻始于 2026年3月在 GitHub 上查看 ↗
类型如何判定

apmantza/GreedySearch-pi 的健康指数为 100 分中的 75 分,处于「良好」区间。 其得分最高的类别是Vitality(81/100),最低的是Community & Adoption(49/100)。 最近一次更新在 12 天前。 近期的大部分工作由 1 位贡献者完成。

75
总分 / 100
良好

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均,再依据公开记录的分布进行校准,使各等级具有百分位含义;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 34(存在风险)的上限。

75
卓越93-100公开记录中的最高层级(约前 5%);基本满足所有检验标准
优秀80-92各方面均表现强劲;仅有少量不足
良好65-79健康;不足之处有限且可控
中等50-64可接受,但存在明显不足;建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节;采用时应保持审慎
危急1-19问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

加权总体分 65 经校准后在公布的指数量表上为 75(记录校准 2026-08-02)。

所有权

10 关注者12 个公开仓库始于 2025年12月

该仓库由个人账户拥有。相较于组织支持的项目,单一所有者项目的延续性风险更高。

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
npm@apmantza/greedysearch-pi2.1.61,6627512 天前pi-package

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

81优秀 · 占总体的 21%
评分方式
28.8/36推送新近度 — 最近一次推送于 12 天前
12.5/36提交节奏 — 52 周中有 18 周有提交
18/18提交量 — 最近一年 435 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year435
human_commit_share0.97
days_since_last_push12
active_weeks_last_year18

发布纪律

100卓越
评分方式
27/27有发布版本 — 已发布 8 个发布版本
36/36发布时效 — 最近一次发布版本于 12 天前
27/27发布节奏 — 约每 6.3 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count8
latest_release_tagv2.1.6
releases_from_tags
days_since_latest_release12
mean_days_between_releases6.3
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

49薄弱 · 占总体的 17%

流行度与采用

27存在风险
评分方式
24.8/60星标 — 35 个星标
2.5/25复刻 — 3 个复刻
0/15关注者 — 0 位关注者
所用输入
forks3
stars35
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
readme_badges0
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template
评分方式
42.9/80月度下载量 — npm 合计每月 1,662 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packages@apmantza/greedysearch-pi
dependents
ecosystemsnpm
total_downloads
monthly_downloads1,662
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

52中等 · 占总体的 23%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
1.7/22.5提交分布 — 头号贡献者编写了 93% 的提交
2.7/13.5贡献者广度 — 2 位贡献者
0/10OpenSSF Scorecard:Contributors — project has 0 contributing companies or organizations -- score normalized to 0
所用输入
bus_factor1
contributors_sampled2
top_contributor_share0.926
评分方式
40.4/42议题解决 — 96% 的议题已关闭
28.9/30PR 接受 — 已裁定的 PR 中 27/28 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
0/15OpenSSF Scorecard:Code-Review — Found 0/7 approved changesets -- score normalized to 0
所用输入
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
已排除计分(无数据或不适用):newcomer_pr_acceptance。 其余权重已重新归一化。
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
7.5/25所有者影响力 — apmantza 有 10 位关注者
9.4/25既往记录 — 12 个公开仓库,账户约 0 年
所用输入
followers10
owner_typeUser
is_verified
owner_loginapmantza
public_repos12
account_age_days243
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
评分方式
25/25已发布且可解析 — npm 上有 1 个软件包
35/35发布时效 — 最近一次发布于 12 天前
20/20版本历史 — 75 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packages@apmantza/greedysearch-pi
ecosystemsnpm
any_deprecated
min_days_since_publish12

工程质量

基础的工程与文档实践是否到位?

71良好 · 占总体的 19%

工程实践

68良好
评分方式
24/24CI 工作流 — 3 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

75良好
评分方式
30/30README
25/25文档目录
0/15文档 / 主页站点
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepage
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

75良好 · 占总体的 16%

安全态势

69良好
评分方式
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
2.5/2.5许可证 — 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 — 无数据
6/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.9
已排除计分(无数据或不适用):signed_releases。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages56
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):没有长期未处理的公告。 其余权重已重新归一化。 比对的是 npm:@apmantza/greedysearch-pi@2.1.6 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 56 个软件包。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。

60中等 · 占总体的 4%
评分方式
45/45代理指令 — AGENTS.md
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 97 次人类提交中有 96 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.99
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes26,077
评分方式
0/18一条命令的引导启动
22/22自动化测试
0/11Lint / 格式化配置
0/11静态类型检查
10/10可复现环境 — lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 17 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 3 次为自动依赖更新
9/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
所用输入
has_nix
has_tests
lockfilespackage-lock.json
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.17
toolchain_manifests
dependency_bot_commit_share0.03
评分方式
0/45可类型检查的代码 — JavaScript,未配置类型检查
54.2/55可控的文件大小 — 采样的 65 个源文件中有 1 个超过 60KB
所用输入
primary_languageJavaScript
largest_source_bytes91,679
source_files_sampled65
oversized_source_files1

机器可读接口

20存在风险
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
0/40可运行示例
所用输入
example_dirs
has_mcp_signal
api_schema_files

关键数据

35GitHub 星标
2贡献者
435最近 12 个月提交数
12距最近推送天数
8发布版本数
1巴士系数(bus factor)
1开放议题
npm软件包生态系统数

数据采集警告

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

更多细节

Star 与 Fork 历史 0 ★ / 3 ⇿
0Star
3Fork
1发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

12233312026-042026-052026-06
主版本 1次版本 0修订 0
OpenSSF Scorecard 6.9 / 10
6.9综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。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
不适用Signed-Releasesno releases found
8Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 5
注册表软件包版本约束清单文件
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
全部依赖 56

来自 GitHub 依赖图的完整解析依赖集合:5 个直接依赖与 51 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

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

安装 npm:@apmantza/greedysearch-pi@2.1.6 会引入 56 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 1292,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "HTML": 14959,
        "Shell": 32736,
        "JavaScript": 668451,
        "PowerShell": 6097,
        "TypeScript": 42617
      },
      "pushed_at": "2026-07-21T08:00:06Z",
      "created_at": "2026-03-15T19:14:40Z",
      "owner_type": "User",
      "updated_at": "2026-07-23T15:45:37Z",
      "description": "Headless browser-automation to search Perplexity, Bing Copilot, and Google AI -- ranked sources and synthesized answers via Gemini",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "master",
      "license_spdx_raw": "MIT",
      "primary_language": "JavaScript",
      "significant_languages": [
        "JavaScript"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Apostolos Mantzaris",
      "type": "User",
      "login": "apmantza",
      "company": null,
      "location": "Athens, Greece",
      "followers": 10,
      "avatar_url": "https://avatars.githubusercontent.com/u/247365598?v=4",
      "created_at": "2025-12-02T11:31:45Z",
      "is_verified": null,
      "public_repos": 12,
      "account_age_days": 243
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v2.1.6",
          "kind": "patch",
          "published_at": "2026-07-21T08:00:06Z"
        },
        {
          "tag": "v2.1.5",
          "kind": "patch",
          "published_at": "2026-07-04T11:22:05Z"
        },
        {
          "tag": "v2.1.4",
          "kind": "patch",
          "published_at": "2026-07-04T06:36:48Z"
        },
        {
          "tag": "v2.1.3",
          "kind": "patch",
          "published_at": "2026-06-21T09:15:40Z"
        },
        {
          "tag": "v2.1.2",
          "kind": "patch",
          "published_at": "2026-06-18T14:15:24Z"
        },
        {
          "tag": "v2.1.1",
          "kind": "patch",
          "published_at": "2026-06-18T13:16:43Z"
        },
        {
          "tag": "v2.1.0",
          "kind": "minor",
          "published_at": "2026-06-18T07:03:52Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2026-06-07T13:29:14Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "1b896e4cfbb680470a667768ba082f350f4690c9",
          "body": "- Switch release workflow to npm trusted publishing: publish-npm gains\n  id-token: write and runs bare `npm publish` (no NPM_TOKEN) on Node 24;\n  gate is needs_npm_publish (npm view) instead of a token check; release\n  uses `gh release create` (also creates the tag) with persist-credentials\n  disabl\n[…]\npipeline\n  parallelization, stream-wait scoping, watchdog, dedupe memo, CI/SSRF\n  hardening, Gemini prompt-cap fix, and the batch of bug fixes).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: 2.1.6 + npm trusted publishing (OIDC)",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-21T07:59:47Z",
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          "body": "fix: keep Gemini evidence+learning prompt under input cap (#52)",
          "is_bot": false,
          "headline": "Merge pull request #54 from apmantza/fix/issue-52-prompt-budget-int",
          "author_name": "Apostolos Mantzaris",
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          "headline": "docs: changelog for #52 prompt-budget fix",
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          "headline": "fix: keep Gemini evidence+learning prompt under input cap (#52)",
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          "body": "fix: robust input-text verification for long research prompts (#52)",
          "is_bot": false,
          "headline": "Merge pull request #53 from apmantza/fix/issue-52-input-verify",
          "author_name": "Apostolos Mantzaris",
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          "headline": "docs: changelog for #52 input-verification fix",
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          "oid": "43c076c9ece7226f3c5383af09fddb8ede589775",
          "body": "…sus/Logically (#52)",
          "is_bot": false,
          "headline": "fix: robust input-text verification for long prompts in Gemini/Consen…",
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          "body": "fix: MCP summary formatter handles flat single-engine results",
          "is_bot": false,
          "headline": "Merge pull request #51 from apmantza/fix/mcp-single-engine-summary",
          "author_name": "Apostolos Mantzaris",
          "author_login": "apmantza",
          "committed_at": "2026-07-20T21:38:22Z",
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          "oid": "32ad198fc393ef782e5f9e8b25fe59ba54b6676c",
          "body": "Single-engine --inline output is flat ({query, url, answer, sources});\nthe formatter assumed the all-engine shape keyed by engine name and\nprinted empty per-key headers. Detect the flat shape and render its\nanswer + sources directly; skip non-object keys in the engine loop.\n\nVerified live over MCP stdio: perplexity (headless, 13.5s) and gemini\nsearches both return correct summaries.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: MCP summary formatter handles flat single-engine results",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T21:16:29Z",
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          "oid": "51a76927d6195155bf2df37103ff1ed42da5a3b3",
          "body": "feat: MCP server; perf: watchdog, dedupe memo, stream-wait scoping; CI/SSRF hardening",
          "is_bot": false,
          "headline": "Merge pull request #50 from apmantza/perf/batch-4",
          "author_name": "Apostolos Mantzaris",
          "author_login": "apmantza",
          "committed_at": "2026-07-20T21:13:47Z",
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          "oid": "4db3cbb2357117baecbc937e0365eb4f1597358b",
          "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",
          "author_name": "Apostolos Mantzaris",
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          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: drop #41 changelog entry (reverted from this batch)",
          "author_name": "Apostolos Mantzaris",
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          "body": "…(#41)\"\n\nThis reverts commit c21029c82259091e1ddd476632bc2d1c1c4b2980.",
          "is_bot": false,
          "headline": "Revert \"perf: in-process CDP daemon client, CLI becomes thin wrapper …",
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          "committed_at": "2026-07-20T21:06:03Z",
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          "oid": "de860c717b5339d1deb93e55cd454d497b3ef160",
          "body": "…hardening)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: changelog for batch 4 (#41, #42, #46, #47, MCP server, CI/SSRF …",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:37:07Z",
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          "oid": "f23cf671d3b0ec3325171f78867f149f76c79447",
          "body": "…wait (#46)",
          "is_bot": false,
          "headline": "perf: scope stream waits to answer containers, dedupe ChatGPT stream-…",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:36:25Z",
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        {
          "oid": "0430d3a2cdab6adc99b540e918c571638463c89d",
          "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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        },
        {
          "oid": "d6be16dbb1957973dad986d58f5f12b6e1ebe76f",
          "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",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:32:34Z",
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          "body": null,
          "is_bot": false,
          "headline": "perf: in-process CDP daemon client, CLI becomes thin wrapper (#41)",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:31:00Z",
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        },
        {
          "oid": "70bd2f5897575734e3358098c1c8f2513a8a758d",
          "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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          "is_bot": false,
          "headline": "fix: watchdog and stderr cap for spawned search child (#42)",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:29:14Z",
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          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: note Bing smoke exclusion is due to login wall",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:28:11Z",
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        },
        {
          "oid": "e6a4d20546b7c28c1c789d2fb8ca2de89ee83c9c",
          "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",
          "author_login": "apmantza",
          "committed_at": "2026-07-20T20:18:08Z",
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        },
        {
          "oid": "f9e1a8a786def32833b03ec866f0d54b1ee0b931",
          "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",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:14:57Z",
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          "oid": "39bf8d0b006c9f24d6615a990e47c5d9d68186f7",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: changelog entries for plegma-built fixes (#43, #44, #45)",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:09:31Z",
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          "oid": "f971999927d2cefde1c03aa619f434123f397495",
          "body": "…rs (#45)",
          "is_bot": false,
          "headline": "refactor: extract shared minimizeViaCDP, dedupe three window minimize…",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:08:50Z",
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        {
          "oid": "1a15fb09e68f929a80237edc9266390dab758d2d",
          "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",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:06:33Z",
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          "body": null,
          "is_bot": false,
          "headline": "perf: use default_branch and parallel fallbacks in GitHub fetching (#44)",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:06:11Z",
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        {
          "oid": "46794ece6c8b5a89f98d13aa50bc08646d3df329",
          "body": null,
          "is_bot": false,
          "headline": "perf: convert checkCitationUrls to a worker pool (#43)",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T20:02:59Z",
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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",
          "author_login": "wastedC",
          "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",
          "author_login": "apmantza",
          "committed_at": "2026-07-20T17:43:09Z",
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        },
        {
          "oid": "a980eeea020ac2d3c77a1e619a0c945e2fbb2fa8",
          "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",
          "author_name": "Apostolos Mantzaris",
          "author_login": "apmantza",
          "committed_at": "2026-07-20T17:37:09Z",
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          "oid": "20d1701232b511cdfbb4be580bab17f226201fa4",
          "body": "perf: parallelize research pipeline + fix Reddit/Consensus/fetchUrl bugs",
          "is_bot": false,
          "headline": "Merge pull request #32 from apmantza/perf/optimization-batch",
          "author_name": "Apostolos Mantzaris",
          "author_login": "apmantza",
          "committed_at": "2026-07-20T17:36:53Z",
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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",
          "author_login": "wastedC",
          "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",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-20T17:24:14Z",
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          "oid": "36c9b31ca61694663e3e1291693d4684f4592bed",
          "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",
          "author_login": "apmantza",
          "committed_at": "2026-07-13T14:11:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "919665fc90c758ea9270f1cc910e12d770171204",
          "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]",
          "committed_at": "2026-07-13T06:55:44Z",
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        {
          "oid": "a8e1681668002024855823efdaa2e07a17d4cf18",
          "body": null,
          "is_bot": false,
          "headline": "release: 2.1.5",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-04T11:21:43Z",
          "body_truncated": false,
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        },
        {
          "oid": "182a160096e28043fde89ac2f499f30311f38d19",
          "body": null,
          "is_bot": false,
          "headline": "chore: add stealth analysis doc, fix downlinkMax/share/contentIndex",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-04T10:47:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5728cdcb0355dc528034f928b38956f9838828c3",
          "body": "…red CreepJS scores",
          "is_bot": false,
          "headline": "feat: add stealth-check --strict gating, --diff baseline, and structu…",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-04T09:41:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a9d73653c7b847b5d3cc26212dca0c5b5475821",
          "body": null,
          "is_bot": false,
          "headline": "feat: add stealth check and harden fingerprint patches",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-04T09:22:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "916a5745304f5b7374cfe8eb2121c8847a24f24a",
          "body": null,
          "is_bot": false,
          "headline": "docs: add all-contributors section to README",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-04T06:40:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4bd97a24e2414aa106d18a20ef16de1e84f9bfb",
          "body": null,
          "is_bot": false,
          "headline": "fix: add scripts/lib/*.mjs to gitignore un-ignore patterns",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-04T06:36:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b822a4f7d65394cb3b1d7d41edc9005ec56f7575",
          "body": null,
          "is_bot": false,
          "headline": "release: 2.1.4",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-07-04T06:33:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35e5a4b1002877ceaaeb3ffcf0e0128713bb8173",
          "body": null,
          "is_bot": false,
          "headline": "release: 2.1.3",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-21T09:15:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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",
          "author_login": "wastedC",
          "committed_at": "2026-06-18T14:00:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "oid": "30e96a34166330213056793a24fab4ca11607059",
          "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",
          "author_login": "wastedC",
          "committed_at": "2026-06-15T17:28:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4cef30a21bcdde4321455006ce4c5ee556d788af",
          "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",
          "committed_at": "2026-06-15T16:49:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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",
          "author_login": "wastedC",
          "committed_at": "2026-06-15T15:31:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c95490e38ced22d2ed5d05bd087271b867e33213",
          "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",
          "author_login": "wastedC",
          "committed_at": "2026-06-15T14:46:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "317196a8b326bbc825bb03f4812881496cbd3856",
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-15T12:21:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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",
          "author_login": "wastedC",
          "committed_at": "2026-06-15T12:21:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "27c90abeb09c3c2a9c16807ae09d758991f0e1a6",
          "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",
          "author_login": "wastedC",
          "committed_at": "2026-06-15T12:21:48Z",
          "body_truncated": true,
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          "oid": "2cb8cbe96f98279a20925411e446872ceab814d3",
          "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",
          "author_login": "apmantza",
          "committed_at": "2026-06-07T15:50:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be735c6ab11d585abe6abc276a9b370385825f3f",
          "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]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-07T15:01:01Z",
          "body_truncated": true,
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          "oid": "580532f50dd93e2cd9240ded4656502d0f033770",
          "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",
          "body_truncated": false,
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          "oid": "62d45b413c2bc4161b2b75ae040cf1279b3dbc74",
          "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…",
          "author_name": "Apostolos Mantzaris",
          "author_login": "wastedC",
          "committed_at": "2026-06-07T13:28:48Z",
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          "oid": "92dc1a2a7a5af3d431e17d3d8424c89ef35c9a0d",
          "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",
          "author_login": "wastedC",
          "committed_at": "2026-06-07T13:22:40Z",
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          "body": "Bumps [jsdom](https://github.com/jsdom/jsdom) from 24.1.3 to 29.1.1.\n- [Release notes](https://github.com/jsdom/jsdom/releases)\n- [Commits](https://github.com/jsdom/jsdom/compare/v24.1.3...v29.1.1)\n\n---\nupdated-dependencies:\n- dependency-name: jsdom\n  dependency-version: 29.1.1\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump jsdom from 24.1.3 to 29.1.1",
          "author_name": "dependabot[bot]",
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                "name": "Release cadence",
                "detail": "a release every ~6.3 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 6.3
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "weak",
        "name": "Community & Adoption",
        "value": 49,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 27,
            "inputs": {
              "forks": 3,
              "stars": 35,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "35 stars",
                "points": 24.8,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 35
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "3 forks",
                "points": 2.5,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": 0,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 54,
            "inputs": {
              "packages": [
                "@apmantza/greedysearch-pi"
              ],
              "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
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                  }
                ],
                "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
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                  }
                ],
                "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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "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"
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              "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
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                  }
                ],
                "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
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                  }
                ],
                "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,
              "legible_history_share": 0.99,
              "agent_instruction_files": [
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 26077
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "96 of 97 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 96,
                      "sampled": 97
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.17,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.03
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "17 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 17,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "3 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 3,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 9",
                "points": 9,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "primary_language": "JavaScript",
              "largest_source_bytes": 91679,
              "source_files_sampled": 65,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "JavaScript without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "JavaScript"
                    }
                  }
                ],
                "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",
                    "params": {
                      "kb": 60,
                      "sampled": 65,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library"
      ],
      "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"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v2.5.0、模式 v0.29.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计npm.