公开记录
软件健康报告模式 0.31.0 · 指标 2.5.0 · 2026-08-05 08:59 UTC

osintph / falconeye

Free self-hosted OSINT investigator's toolkit. Twelve tools in one: crypto tracing, phishing fingerprinting, domain intel, Telegram OSINT, IP reputation, email header forensics with LLM scam detection, Google dork generator, script deobfuscator. AGPL-3.0.

Python · JavaScript · HTMLAGPL-3.0★ 10 星标⑂ 3 复刻始于 2026年6月在 GitHub 上查看 ↗
类型网络服务如何判定

osintph/falconeye 的健康指数为 100 分中的 39 分,处于「薄弱」区间。 其得分最高的类别是Vitality(70/100),最低的是Security(16/100)。 最近一次更新在 10 天前。 近期的大部分工作由 1 位贡献者完成。

39
总分 / 100
薄弱

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。

39
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 43 经校准后在公布的指数量表上为 39(记录校准 2026-08-02)。

所有权

osintph个人账户
15 关注者14 个公开仓库始于 2020年8月OSINTPH

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。

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?

70良好 · 占总体的 21%
评分方式
28.8/36推送新近度 — 最近一次推送于 10 天前
3.5/36提交节奏 — 52 周中有 5 周有提交
18/18提交量 — 最近一年 164 次提交
0/10OpenSSF Scorecard:Maintained — project was created within the last 90 days. Please review its contents carefully
所用输入
commits_last_year164
human_commit_share1
days_since_last_push10
active_weeks_last_year5

发布纪律

100卓越
评分方式
27/27有发布版本 — 已发布 33 个发布版本
36/36发布时效 — 最近一次发布版本于 11 天前
27/27发布节奏 — 约每 0.1 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count33
latest_release_tagv3.24.1
releases_from_tags
days_since_latest_release11
mean_days_between_releases0.1
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%
评分方式
15.5/60星标 — 10 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
stars10
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

85优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(AGPL-3.0)
18/18CONTRIBUTING 指南
13.5/13.5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

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?

20存在风险 · 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
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
3/10OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1
评分方式
0/42议题解决 — 没有议题或无数据
0/30PR 接受 — 没有已裁定的拉取请求或无数据
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 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs0
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio
closed_unmerged_prs0
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):议题解决, PR 接受, 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
8.7/25所有者影响力 — osintph 有 15 位关注者
20.4/25既往记录 — 14 个公开仓库,账户约 5 年
所用输入
followers15
owner_typeUser
is_verified
owner_loginosintph
public_repos14
account_age_days2,169
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。

工程质量

基础的工程与文档实践是否到位?

58中等 · 占总体的 19%

工程实践

30存在风险
评分方式
0/24CI 工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config
已排除计分(无数据或不适用):OpenSSF Scorecard:CI-Tests。 其余权重已重新归一化。

文档

100卓越
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://falconeye.osintph.info
10/10仓库描述
10/10主题标签 — 20 个主题标签
10/10Wiki
所用输入
topicsosint, osint-tool, osint-toolkit, email-header-analyzer, bec-detection, phishing-analysis, google-dorks, powershell-deobfuscator, crypto-investigation, telegram-osint, threat-intelligence, ip-reputation, incident-response, claude-api, anthropic, fastapi, cybersecurity-tools, blue-team, security-tools, self-hosted
has_wiki
homepagehttps://falconeye.osintph.info
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?

16危急 · 占总体的 16%

安全态势

16危急
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 无数据
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
0/10Dangerous-Workflow — 无数据
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — 无数据
0/5Pinned-Dependencies — 无数据
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — 无数据
0/7.5Vulnerabilities — 18 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated12
scorecard_versionv5.5.0
checks_inconclusive6
scorecard_aggregate1.6
已排除计分(无数据或不适用):ci_tests, dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions。 其余权重已重新归一化。

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。

41薄弱 · 占总体的 4%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 100 次人类提交中有 100 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_share1
agent_instruction_files
agent_instruction_max_bytes
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
0/10可复现环境
10/10已体现的代理实践 — 最近 100 次提交中有 97 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — 无数据
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.97
toolchain_manifests
dependency_bot_commit_share0
已排除计分(无数据或不适用):OpenSSF Scorecard:Pinned-Dependencies。 其余权重已重新归一化。
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
54.6/55可控的文件大小 — 采样的 149 个源文件中有 1 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes352,772
source_files_sampled149
oversized_source_files1
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — samples
所用输入
example_dirssamples
has_mcp_signal
api_schema_files

关键数据

10GitHub 星标
1贡献者
164最近 12 个月提交数
10距最近推送天数
33发布版本数
1巴士系数(bus factor)
0开放议题
PyPI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
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

更多细节

Star 与 Fork 历史 0 ★ / 3 ⇿
0Star
3Fork
14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。

12233312026-072026-072026-07
主版本 0次版本 7修订 7
OpenSSF Scorecard 1.6 / 10
1.6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 · 2026-08-05 08:58 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
不适用CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
不适用Dangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
不适用Packagingpackaging workflow not detected
不适用Pinned-Dependenciesno dependencies found
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
不适用Token-PermissionsNo tokens found
0Vulnerabilities18 existing vulnerabilities detected
全部依赖 未采集

本报告未能采集到解析后的依赖集合:GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

原始 JSON 报告 机器可读
{
  "data": {
    "icon": {
      "bytes": 1033,
      "width": 32,
      "height": 32,
      "rejected": [],
      "collected": true,
      "media_type": "image/png",
      "source_url": "https://falconeye.osintph.info/static/favicon-32x32.png",
      "source_type": "homepage",
      "content_hash": "2e27ea710cde98f7925205fe695dae49a3a2b32fe3ca4d6a7cd4befb215ca7d8",
      "candidates_considered": 1
    },
    "repo": {
      "topics": [
        "osint",
        "osint-tool",
        "osint-toolkit",
        "email-header-analyzer",
        "bec-detection",
        "phishing-analysis",
        "google-dorks",
        "powershell-deobfuscator",
        "crypto-investigation",
        "telegram-osint",
        "threat-intelligence",
        "ip-reputation",
        "incident-response",
        "claude-api",
        "anthropic",
        "fastapi",
        "cybersecurity-tools",
        "blue-team",
        "security-tools",
        "self-hosted"
      ],
      "is_fork": false,
      "size_kb": 1811,
      "has_wiki": true,
      "homepage": "https://falconeye.osintph.info",
      "languages": {
        "CSS": 13422,
        "HTML": 166515,
        "Shell": 5080,
        "Python": 842056,
        "JavaScript": 352772
      },
      "pushed_at": "2026-07-25T21:05:15Z",
      "created_at": "2026-06-22T13:12:54Z",
      "owner_type": "User",
      "updated_at": "2026-07-25T21:05:16Z",
      "description": "Free self-hosted OSINT investigator's toolkit. Twelve tools in one: crypto tracing, phishing fingerprinting, domain intel, Telegram OSINT, IP reputation, email header forensics with LLM scam detection, Google dork generator, script deobfuscator. AGPL-3.0.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "AGPL-3.0",
      "default_branch": "main",
      "license_spdx_raw": "AGPL-3.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "JavaScript",
        "HTML"
      ]
    },
    "owner": {
      "blog": "https://www.osintph.net",
      "name": "osintph",
      "type": "User",
      "login": "osintph",
      "company": "OSINTPH",
      "location": null,
      "followers": 15,
      "avatar_url": "https://avatars.githubusercontent.com/u/70299699?v=4",
      "created_at": "2020-08-27T00:08:09Z",
      "is_verified": null,
      "public_repos": 14,
      "account_age_days": 2169
    },
    "license": {
      "state": "standard",
      "spdx_id": "AGPL-3.0",
      "raw_spdx": "AGPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v3.24.1",
          "kind": "patch",
          "published_at": "2026-07-25T06:52:42Z"
        },
        {
          "tag": "v3.24.0",
          "kind": "minor",
          "published_at": "2026-07-25T06:27:45Z"
        },
        {
          "tag": "v3.23.0",
          "kind": "minor",
          "published_at": "2026-07-25T05:23:21Z"
        },
        {
          "tag": "v3.22.0",
          "kind": "minor",
          "published_at": "2026-07-25T03:17:23Z"
        },
        {
          "tag": "v3.21.0",
          "kind": "minor",
          "published_at": "2026-07-25T02:43:59Z"
        },
        {
          "tag": "v3.20.1",
          "kind": "patch",
          "published_at": "2026-07-25T01:24:26Z"
        },
        {
          "tag": "v3.20.0",
          "kind": "minor",
          "published_at": "2026-07-25T00:30:52Z"
        },
        {
          "tag": "v3.19.0",
          "kind": "minor",
          "published_at": "2026-07-24T11:34:59Z"
        },
        {
          "tag": "v3.18.0",
          "kind": "minor",
          "published_at": "2026-07-24T09:00:50Z"
        },
        {
          "tag": "v3.17.0",
          "kind": "minor",
          "published_at": "2026-07-24T07:45:18Z"
        },
        {
          "tag": "v3.16.0",
          "kind": "minor",
          "published_at": "2026-07-24T06:39:07Z"
        },
        {
          "tag": "v3.15.3",
          "kind": "patch",
          "published_at": "2026-07-22T09:34:09Z"
        },
        {
          "tag": "v3.15.2",
          "kind": "patch",
          "published_at": "2026-07-22T09:19:20Z"
        },
        {
          "tag": "v3.15.1",
          "kind": "patch",
          "published_at": "2026-07-22T08:54:40Z"
        },
        {
          "tag": "v3.15.0",
          "kind": "minor",
          "published_at": "2026-07-22T08:28:34Z"
        },
        {
          "tag": "v3.14.0",
          "kind": "minor",
          "published_at": "2026-07-22T06:39:02Z"
        },
        {
          "tag": "v3.13.0",
          "kind": "minor",
          "published_at": "2026-07-21T01:53:20Z"
        },
        {
          "tag": "v3.12.2",
          "kind": "patch",
          "published_at": "2026-07-21T00:35:32Z"
        },
        {
          "tag": "v3.12.1",
          "kind": "patch",
          "published_at": "2026-07-20T09:21:52Z"
        },
        {
          "tag": "v3.12.0",
          "kind": "minor",
          "published_at": "2026-07-20T09:13:35Z"
        },
        {
          "tag": "v3.11.0",
          "kind": "minor",
          "published_at": "2026-07-20T07:48:42Z"
        },
        {
          "tag": "v3.10.0",
          "kind": "minor",
          "published_at": "2026-07-20T06:13:33Z"
        },
        {
          "tag": "v3.9.1",
          "kind": "patch",
          "published_at": "2026-07-20T05:15:30Z"
        },
        {
          "tag": "v3.9.0",
          "kind": "minor",
          "published_at": "2026-07-20T04:24:29Z"
        },
        {
          "tag": "v3.8.3",
          "kind": "patch",
          "published_at": "2026-07-20T01:34:15Z"
        },
        {
          "tag": "v3.8.1",
          "kind": "patch",
          "published_at": "2026-07-19T23:06:56Z"
        },
        {
          "tag": "v3.8.0",
          "kind": "minor",
          "published_at": "2026-07-19T12:59:51Z"
        },
        {
          "tag": "v3.7.1",
          "kind": "patch",
          "published_at": "2026-07-19T11:16:06Z"
        },
        {
          "tag": "v3.6.0",
          "kind": "minor",
          "published_at": "2026-07-17T09:33:08Z"
        },
        {
          "tag": "v3.5.2",
          "kind": "patch",
          "published_at": "2026-07-17T08:32:33Z"
        },
        {
          "tag": "v3.5.1",
          "kind": "patch",
          "published_at": "2026-07-05T08:47:26Z"
        },
        {
          "tag": "v3.5.0",
          "kind": "minor",
          "published_at": "2026-07-05T03:13:40Z"
        },
        {
          "tag": "v3.1.0",
          "kind": "minor",
          "published_at": "2026-06-26T02:25:30Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "0719cea66764e4fbd45469712b33082e50a91e5d",
          "body": "…dit harness\n\nItem 5 (copy, on screen + PDF):\n- Avatar section rewritten with synthetic-face sourcing guidance (never reuse a\n  real photo; where to generate; match the face to the Cover).\n- Starting-point disclaimer added to the tab intro and under the PDF page-1\n  header (the dossier is reviewable\n[…]\nider locales.\nDoc sweep: README Legend cap corrected to default 25 (SOCKPUPPET_LLM_PER_DAY).\n\nDeterministic audit 0/249. Full suite green (462).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.27.0: Sock Puppet - avatar guidance, starting-point disclaimer, au…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T21:05:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "43982cea5d242a8367d2f713d76299f92a04fc13",
          "body": "The Tier B employer template used the persona's surname as the company base\n(\"Safo\" -> \"Safo Media Ltd\"), reading as a self-owned firm; it hit every Tier B\npersona. Use an independent base (a redrawn locale surname that is not the\npersona's, else a neutral brandable word), plus a guard that redraws \n[…]\n a whole word.\n\n0 whole-word surname-in-employer collisions across 300 personas / 50 locales.\nDeterministic audit 0/249. Full suite green (462).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.26.3: Sock Puppet - employer name never the persona's own surname",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T10:36:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "43fe37c16362cff3c641ef3009f572b653cec4bf",
          "body": "The residual sweep re-romanized the whole _roman field when any non-Latin\nremained, which also stripped legitimate accented Latin (Sao Paulo). Add\n_strip_residual_nonlatin: transliterate only characters >= U+0250 in place, keep\nalready-Latin characters including accents. Applied to name/street/city/region/\nemployer/job_title roman twins in _fold_legend.\n\nDeterministic audit 0/249. Full suite green (462).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.26.2: Sock Puppet - in-place residual non-Latin sweep",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T10:02:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ccefd2136a3427c194fdc68038851b3963f7064c",
          "body": "Audit pass 4 (FI, CZ PDFs).\n\nP1 handles: LLM extra_handles were folded with no validation, producing foreign\nwords (\"lubos_vezeni\" = Czech for prison), a third language\n(\"amministrador_north\"), and wrong numbers (\"hruby_admin1992\" for a 2000 birth).\nNow each LLM handle is kept only if every word is \n[…]\nonas rarely land at 0 years unless a\nyoung age is explicitly requested.\n\nDeterministic audit 0/249 across all 10 checks. Full suite green (462).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.26.1: Sock Puppet - validate LLM handles, widen employer, age floor",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T09:50:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "551e7a5ce7fbf93412e3371a1141f23e907a57bf",
          "body": "Audit pass 3 (three hand-checked PDFs: SG, BR, AU).\n\nP1 timezone from region: multi-zone countries returned\npytz.country_timezones[cc][0] regardless of region (AU always Lord_Howe, BR\nNoronha, RU Kaliningrad, CA St_Johns). Curated (city, region, timezone) table\nfor multi-zone countries + city-states\n[…]\nle pool 10 -> 27. (SG street and BR IBAN were misdiagnoses,\nsee reply.)\n\nDeterministic audit 0/249 across all 10 checks. Full suite green (462).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.26.0: Sock Puppet - region-correct timezone + real Legend-off city",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T08:14:46Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "524eacde2cbdf46fda3a46b3f44cf55eb17d447c",
          "body": "years_experience was age - start_age while career_start_year was\nbirth_year + start_age; the age/birth-year offset let them disagree by a year\n(\"0 years, since 2025\" in 2026). Derive tenure from (current year - start year)\nso \"since YEAR\" and \"N years\" always match. Deterministic audit still 0/249\nacross all checks, now including a career-consistency check.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.25.2: Sock Puppet - tenure agrees with career start year",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T07:51:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c5bebfde3d62a2a4c65c17d3394ecc7e8768d734",
          "body": "A rare Legend slip could place the supplied city in a neighbouring country when\na region name was globally ambiguous (e.g. a city-state CDC district like\nSingapore's \"South East\"). Constrain the city to be inside the given region AND\nthe given country. Deterministic Cover unchanged.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.25.1: Sock Puppet Legend - pin the city to the persona country",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T07:44:58Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "678c0f81f15231b306d481d4529ecd1af9c1ce33",
          "body": "Audit across all 249 ISO countries (LLM off) found non-country-specific\nstructural breaks: department unrelated to job (100%), blank postcode (78%),\ncity/region drawn independently (21%), ISO long name shown (6%), native\nfield-noun job titles (5%), tenure that could contradict age.\n\nFix: build the C\n[…]\nCover pinned into the Legend prompt.\n\nRe-audit (LLM off): 0 failures across all deterministic checks, all 249\ncountries. Full suite green (462).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.25.0: Sock Puppet coherence - self-consistent Cover, full pin",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T07:36:05Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "93aa55eb5d693b62b30dd4e41d937d4198c86792",
          "body": "The 249 server-rendered country options were concatenated on a single line, so\n`curl | grep -c '<option'` counted 1 line, not ~249 (the options were all\npresent and selectable; only the line-based count was misleading). Emit one\noption per line. Behavior unchanged from 3.24.2.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.24.3: Sock Puppet - one country <option> per line",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T07:05:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "958875884a02532d50a6cf824c2f7a033f40b665",
          "body": "The Country picker showed only \"Random country\": the full ISO list was\npopulated by a client-side fetch (initSockpuppet -> /api/sockpuppet/countries)\nthat never reached the served HTML, so no country could be selected and\ncurl of the page showed 1 option, not ~249.\n\n- serve_index now injects the ful\n[…]\npopulation; the tier note reads the option's\n  data-tier. Selecting a country generates that country; Random unchanged.\n\nFull suite green (462).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.24.2: Sock Puppet - render the country list server-side",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T07:03:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fdbf52e32fce332845d847ab134c0a2ccccf5443",
          "body": "Correction pass. Non-Latin personas were broken: the PDF blanked native fields\n(jsPDF Latin-1), the username stem fell back to researchpersonaNNN, and the\nLegend invented a different city/employer than the Cover.\n\n- Romanization layer: every script-variable field carries a Latin twin\n  (*_roman). Tw\n[…]\nn final guard); no other tab touched.\n  Native-in-PDF (Noto fonts) left as a follow-up.\n\nNew dep: Unidecode. Docs swept. Full suite green (462).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.24.1: Sock Puppet Generator - fix non-Latin locales",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T06:52:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b327a566d3672509bbcc5408c3c3623b2680a2df",
          "body": "New tab in the Identity cluster. Builds a coherent fictional persona for\nauthorized OSINT use: a Cover (deterministic surface fields) and an optional\nLegend (Haiku back-story that cannot contradict the Cover). Fictional only,\nnever impersonation of a real person.\n\n- Full ISO 3166 country coverage (p\n[…]\nck Puppet, LLM-tab list now four), JSON-LD feature list, version.\nNew deps: Faker, pycountry, phonenumbers, pytz, Babel. Full suite green (462).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.24.0: Sock Puppet Generator tab (fictional OSINT research personas)",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T06:27:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "275c443df5062d5aff9bbbbb5a0f1bb480adaaaa",
          "body": "The Sandbox tab was quadruply redundant for URL reputation (IP Reputation,\nThreat Pulse, ThreatFox already cover abuse.ch). Its one unique capability,\nMalwareBazaar/URLhaus file-hash reputation, moves inline:\n\n- New checkHashReputation() renders URLhaus payload + MalwareBazaar results\n  inline, reus\n[…]\nist updated.\n\nAlso records the shared-DB self-init test sharp edge in the review doc.\nFull suite green (462). Four-place version bump to 3.23.0.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.23.0: remove Sandbox tab; hash reputation inline (review follow-up)",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T05:22:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fee2da4a867c9c23859e44fc965cafc5ce5959b7",
          "body": "Internal refactor, no user-facing behavior change.\n\n- app/utils/rate_limit.py + app/utils/cache.py: one shared per-IP daily\n  limiter and one single-blob TTL cache. Migrated the 4 copy-pasted limiters\n  (dork/qr/url/script) and 5 caches (dork/script/email/ip_intel/threat_pulse)\n  onto them. Each tab\n[…]\np_sources (SourceResult contract).\n\ntests/unit/test_shared_stores.py (9 cases). Full suite green: 462 passed.\nFour-place version bump to 3.22.0.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.22.0: dedup — shared cache/rate-limit stores + abuse.ch client (P4)",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T03:17:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8b09f91da4f079ed9884697436bb59756dd946f1",
          "body": "They were untracked AND un-ignored, so a stray `git add -A` would sweep the\nwhole virtualenv into a commit. Ignore them explicitly.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "gitignore: ignore local .venv/ and .venv312/ virtualenvs",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T02:51:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5aee7bc4eec4c2e210e22aa428f20376247fe966",
          "body": "Security\n- M-5: delete app/utils/ssrf.py (weak SSRF blocklist); crypto + image_search\n  now validate via the canonical safe_fetch.resolve_and_check.\n- requirements: add anthropic==0.119.0 + extract-msg==0.56.0 (clean install\n  could not boot the LLM tabs or parse .msg), pin pydantic==2.13.4, raise\n \n[…]\nge news strip kept; /api/news\n  endpoint kept (the strip uses it).\n\nFull suite green (453 passed, 2 skipped). Four-place version bump to 3.21.0.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.21.0: hardening batch + News tab removal (2026-07 review P2/P3)",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T02:43:35Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "46c9c7e9b26b8a8764fadee3e23217514c7769ef",
          "body": "The prod box never deployed via git pull. Document the real mechanism\n(author on Mac, push from Mac, rsync to the box) in docs/deploy-runbook.md,\nincluding the uid-501 directory root cause and the one-time\n`chown -R ubuntu:ubuntu /opt/falconeye/app_src` that normalized it so\ngit reset --hard now works. Record the correction and the reconcile in the\narchitecture review, and check off P1 (shipped v3.20.1).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: canonical deploy runbook + record VPS ownership normalization",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T01:53:26Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8a9aba125874827ee3b81e16a60b3c4465b0d85c",
          "body": "Both are referenced in tracked markup (index.html: favicon 3x, og-image 2x)\nbut existed only on the production VPS, never in git — so a clone had broken\nreferences, which matters given AGPL and the documented self-hosting path.\nRecovered from the box (checksums verified) and committed. Surfaced while\nreconciling the VPS working tree to origin/main.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "assets: commit favicon-32x32.png and og-image.png",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T01:40:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "26007ee5822432ba71807c272eafa24fb832dfef",
          "body": "Attacker-controlled URLhaus values (malware URL strings, reference/download\nlinks) were interpolated into innerHTML unescaped. Six sinks now pass through\nthe existing escapeHtml/escapeAttr helpers (as PH Threat Pulse already does):\nrenderIpUrlhaus (reference href + Recent URLs text) and the GreyNois\n[…]\ny closed (that\npass covered Telegram/RDAP/RSS, not URLhaus).\n\nFour-place version bump to 3.20.1 (app metadata, /health, JSON-LD, ?v cache-bust).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.20.1: escape URLhaus DOM-XSS sinks (IP Reputation + Sandbox)",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T01:23:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "35c8c9592e799877a3d298fc0cd842bb6f824960",
          "body": "Fresh-reader review at v3.20.0: which tabs earn their place, whether the\none-module-per-indicator architecture holds at 17 tabs, silent failure\nmodes, and the cross-tab case-context capability that would tie the tabs\ntogether. Records a ranked remediation checklist and which prior-review\nfindings th\n[…]\n that the\nFastAPI/Starlette upgrade is shipped (not open) and that the XSS pass was\nincomplete (URLhaus render paths in Sandbox AND the IP tab).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: architecture & purpose review 2026-07",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T01:05:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e8465028a4cf8a3dfae204d485f32f98458b260e",
          "body": "Briefed against BGPview; a live check before writing code found it shut\ndown permanently on 2025-11-26 (api.bgpview.io no longer resolves), and its\nsuggested replacement (bgp.tools) has no per-ASN REST API or peers/upstreams\ndata at all. Built entirely on RIPEstat instead, already integrated\nelsewhere in this tab. See CHANGELOG for the resulting scope deltas\n(no cross-source disagreement flagging, no country-diversity metric).\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.20.0: IP Reputation ASN Intelligence — operator footprint pivot",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-25T00:29:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "72fe8654e08d4c1fa0d5da15cb786be1e1ec556d",
          "body": "Every panel heading now states its real date window (derived from\nMIN(discovered), never hardcoded), fixing a case where the PH/SEA bar\nchart was genuinely all-time while the month-over-month table next to\nit was silently capped to 6 months. Adds a tab-level range selector\n(30d/90d/12mo/ytd/all, def\n[…]\nred vs. all countries); the\nunderlying hybrid fetch logic is unchanged.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01X7PnvtqMzEKnEtijh5WfA8",
          "is_bot": false,
          "headline": "v3.19.0: Ransomware Watch time framing and country selector",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-24T11:34:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "64b39fbff178cc04725608c2c330081dc5b88495",
          "body": "…trol\n\nPure UI restructuring, no data layer/route/schema changes. Splits the\n8-panel single-scroll tab into Overview, Regional, Feed, Groups, and\nWatchlist sub-views routed via a compound URL hash (#ransomware/{view}).\nAdds row caps with show-more expanders to keep each sub-view to roughly\ntwo scree\n[…]\n the world map's height to a constant instead of\nscaling with viewport.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01X7PnvtqMzEKnEtijh5WfA8",
          "is_bot": false,
          "headline": "v3.18.0: Ransomware Watch layout — 5 sub-views behind a segmented con…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-24T09:00:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4b79ba1771496c4f9550c872b6c3f91d8fdf46c4",
          "body": "Two guarded exceptions to v3.16.0's collector-only rule - full detail in\nCHANGELOG.md [3.17.0].\n\nCompany search (GET /api/ransomware/search?q=): always live against PRO's\n/victims/search, never served from local cache as primary (local coverage\nis a small fraction of upstream - a cache would produce\n[…]\n both\npaths, sub-3-char rejection, and a forced 401 (via a temporary invalid-key\ninstance) confirming the degradation labels on both endpoints.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.17.0: Ransomware Watch company search and country lookup",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-24T07:44:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4b27670545add0e9f060ef36bcbf2c123cbd8ec4",
          "body": "Discovered during release verification (Part 3's \"confirm the first\ntimer-driven run actually fires, don't assume it\" step): with only\nOnBootSec=2min and OnUnitActiveSec=30min, systemctl list-timers showed no\ncomputed NEXT time at all on the actual VPS, which has been up 15+ days.\nOnBootSec's anchor\n[…]\n trusting the timer's own\nschedule. This commit brings the tracked reference copy in the runbook back\nin sync with the corrected deployed unit.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Ransomware Watch runbook: fix systemd timer, add OnActiveSec",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-24T06:46:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "acf471d926f3ac7611feb0bd4a0dab24caea11c9",
          "body": "New empty table, created now rather than in the release that first reads\nit, so that release doesn't need a schema migration against a victims\ntable that will by then hold many more rows than the 1,189 already live in\nproduction. On every collector run, one row is stamped per standing-scope\ncountry \n[…]\nelease.\n\nMigration verified against the actual production database (1,189 existing\nrows) before this was written, with a DB backup taken first.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Ransomware Watch: add country_coverage forward-compat table",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-24T06:37:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f5c3a9c83dc45be5c4db2cb4ae42f3540ae5a03a",
          "body": "Global ransomware victim tracking with a Philippines/Southeast Asia focus\n(PH, SG, MY, ID, TH, VN, HK, TW), built on ransomware.live PRO\n(RANSOMWARE_LIVE_API_KEY) and RansomLook (keyless). Full detail in\nCHANGELOG.md [3.16.0].\n\nArchitecture: the tab never calls either upstream from the browser. A ne\n[…]\n tier/min-length handling, permalink host\nvalidation, and that the API key never appears in a log line or response\nbody under any failure path.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.16.0: Ransomware Watch tab",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-24T06:35:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "631335c9754525f1bf580bf532e45f74eaac10f0",
          "body": "…ytics beacon\n\nTwo real-browser console errors, both CSP:\n\n- connect-src 'self' blocked the Breach Check password lookup's deliberate\n  direct browser -> https://api.pwnedpasswords.com fetch (k-anonymity design,\n  v3.14.0: only the 5-char SHA-1 prefix leaves the client, never routed\n  through our ba\n[…]\nowser) was verified but not whether the browser would actually be\nallowed to send the request at all, which is exactly how this shipped broken.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.15.3: CSP fixes for Breach Check password lookup + Cloudflare Anal…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-22T09:33:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3e9029270c7261a7de71faa21d1801b7556b397a",
          "body": "…tyle.css\n\nFixes the known issue flagged in the v3.15.1 CHANGELOG: /static/* had no\ncache-busting (stable filenames, 1h Cache-Control), so a release depended on\nremembering a manual Cloudflare purge, and even a clean purge couldn't touch\na visitor's own independent browser cache of the old app.js.\n\n\n[…]\nt) that reproduced in\na normal tab and vanished in Incognito — a stale pre-3.15.0 app.js paired\nagainst fresh HTML, not a browser-specific bug.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.15.2: Self-invalidating static assets — cache-busting for app.js/s…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-22T09:18:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7bcb9d7309397802dcf2aeba71465c253974531c",
          "body": "Two bugs in v3.15.0's drawer, both only surfaced on a real iPhone, not in\nsimulated-viewport testing:\n\n- Drawer trigger appeared to zoom the page instead of opening the sheet.\n  #drawer-search and #palette-input were 14px, and iOS Safari auto-zooms the\n  viewport when a focused input's font-size is \n[…]\nudflare purge after a deploy can serve stale app.js paired with\nfresh index.html — plausibly a contributing factor in how this first\npresented.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.15.1: Fix mobile navigation (iOS Safari) found by real-device testing",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-22T08:54:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "35d81413151af0db6ed7a06ace5e59b140f10ebf",
          "body": "…nd palette\n\nReplaces the horizontal tab strip (out of room at 18 tabs — cut off on a 13\"\nlaptop, ~3.5 of 18 visible on mobile) with a responsive sidebar (>=1024px)\nand bottom-sheet drawer (<1024px), viewport-driven via CSS media queries and\nthe (hover:hover)/(pointer:fine) features only — no naviga\n[…]\nc.\n\nNav and layout only — no tab panel, endpoint, or behavior changes. Every\nexisting hash deep-link and cross-tab pivot verified individually.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.15.0: Navigation rework — responsive sidebar, mobile drawer, comma…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-22T08:27:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b57dc9ac9d35743fc270103c01031a5ec453d248",
          "body": "New tab: email breach + paste lookup (enriched with full breach metadata),\nclient-side password check via Pwned Passwords K-anonymity (never proxied\nthrough our server), domain breach history, recent-breaches awareness, and a\nsearchable browse-all-breaches reference. Sensitive breaches redacted by\nd\n[…]\n CC BY 4.0 attribution on all five\nrequired surfaces (subtitle, per-result footer, breach logos, CSV export,\nprivacy note). Tab count 17 -> 18.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.14.0: Breach Check — Have I Been Pwned integration",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-22T06:38:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7b5dffa3568307050dc6e8da8df4243bdff25ed1",
          "body": "…Proto)\n\nReplaces the old Telegram Channel Inspector, which only handled\nt.me/s/{channel} and 404'd on any user, bot, or channel/group without\npreview enabled. New app/telegram/ package resolves any username, @handle,\nchannel, bot, or t.me link across three independently-degrading tiers:\n\n- Tier 1 (\n[…]\n and\nsurfaced as a transient tier-3 error rather than a crash; monitoring via\nthe daily operator report before deciding whether it needs a fix.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.13.0: Telegram Intelligence — tiered rework (scrape / Bot API / MT…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-21T01:52:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b75336a0ad86d3246d57ff66fa383171f81e8815",
          "body": "Full scan (~965 sites, ~50s) was surfacing a raw parse error when nginx's\n30s proxy_read_timeout cut it off mid-request and returned an HTML 504\ninstead of the app's JSON response. The timeout fix (30s/60s -> 90s) was\nalready applied live and is noted in this release's CHANGELOG for record.\n\nThis co\n[…]\nd error.\n- Frontend guard: a JSON-parse failure (SyntaxError) on the scan response\n  now shows a clean message instead of the raw parser error.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.12.2: JSON-error hardening for Username Full scan (three layers)",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-21T00:35:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "886d354e51e918e30a021f6c6d7377b001025e33",
          "body": "nginx proxy_read_timeout was 30s while a Full username scan takes ~50s,\nso nginx returned its own 504 HTML page mid-scan instead of the app's\nJSON response. Raised proxy_read_timeout/proxy_send_timeout and the\ngunicorn worker --timeout to 90s, comfortably under the scan's ~50-53s\nhard wall-clock deadline (app.username.routes._DEADLINE) and Cloudflare's\n~100s edge ceiling.",
          "is_bot": false,
          "headline": "Raise proxy/worker timeouts for Full username scans (30s/60s -> 90s/90s)",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-20T22:47:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fccafb0a244028564796b627dcd9138798c80ccb",
          "body": "The app location inherited the default access_log, which records the Cloudflare\nedge IP (`$remote_addr`) rather than the real visitor. Point it at a dedicated\nlog using the goaccess_cf format (`$http_cf_connecting_ip`), so access logs and\nGoAccess see real client IPs. The Cloudflare-IP allowlist keeps using\n`$remote_addr`, so it is unaffected.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "nginx: log real visitor IP (CF-Connecting-IP) on the app location",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-20T10:10:47Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "126cbdb32e28c498cb1b0f9b95c07635e478d807",
          "body": "…-2 analyze nesting)\n\nSecurity release for the two exploitable MEDIUM denial-of-service findings from the\n2026-07-20 assessment (M-1, M-2), on top of the v3.12.0 framework upgrade. Scoped to\nthese two only; no dependency change.\n\nSecurity:\n- M-1: reinstate rate limiting on /api/abuse/send. The endpo\n[…]\nrate_limited), wrong-password backoff engages, nested-multipart returns 400 (worker\nsurvives), analyze rate limit fires. Full suite 296 passed.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.12.1: fix two unauthenticated DoS findings (M-1 send rate limit, M…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-20T09:21:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "85ffbd194862c158ad9d9e13dc6c164bca22629c",
          "body": "…e DoS advisories)\n\nCloses H-2 part 2, the last open HIGH from the 2026-07-20 assessment. Framework\nbump only, scoped so a regression is traceable to the framework change and nothing\nelse.\n\nSecurity:\n- Upgrade FastAPI 0.111.0 -> 0.139.2, Starlette 0.37.2 -> 1.3.1 (pinned; the exact\n  advisory-cleari\n[…]\nndled with controlled statuses, StaticFiles serves, and\nthe abuse-send auth structured-200 contract is intact. No router or logic code\nchanged.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.12.0: FastAPI/Starlette upgrade — close H-2 part 2 (clear Starlett…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-20T09:13:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "41db0d1ce60ee9a234afdaa90078643e707fb3b5",
          "body": "…bump\n\nSecurity release for the two HIGH findings from the 2026-07-20 assessment.\n\nSecurity:\n- H-1: fix the DNS-rebinding TOCTOU in the SSRF guard by pinning every\n  connection to the validated IP. safe_fetch now resolves the host once\n  (resolve_and_check), validates every returned address, and con\n[…]\napi-upgrade-plan.md for a following release. Interim mitigations\n  (nginx body limits, request timeouts, Cloudflare upload limits) noted there.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.11.0: SSRF DNS-rebinding fix (IP-pinned fetch) + python-multipart …",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-20T07:47:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "39a90d64a54785e7ef4f6c4f1069423fdb19709e",
          "body": "Added:\n- Light/dark theme. Tailwind's color scales are remapped to\n  rgb(var(--x) / <alpha-value>) CSS variables so a single data-theme on\n  <html> retints the whole UI (opacity modifiers still work). Dark values\n  equal Tailwind's stock palette, so the default look is unchanged; light\n  is a delibe\n[…]\nie disclosed. Last updated 20 Jul 2026\n  with a 14-day \"updated\" badge.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01PBdYY7DDmDT9PtQbJjdvQo",
          "is_bot": false,
          "headline": "v3.10.0: light/dark theme, privacy policy refresh, per-tab privacy notes",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-20T06:13:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3d35e84b367013b1a9e162080857f924d9ce882f",
          "body": "Fixed:\n- IP card header no longer leads with the least-supported country when\n  sources disagree. Disputed geo now reads \"Location disputed (IR/LT/US/RS)\"\n  and drops the single-city lead; undisputed geo is unchanged.\n\nAdded:\n- Client-side PDF export for the IP reputation report (\"Download Report\")\n\n[…]\n falconeye-abuse-report-{target}-{date}.pdf (dots sanitized to dashes).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01PBdYY7DDmDT9PtQbJjdvQo",
          "is_bot": false,
          "headline": "v3.9.1: client-side PDF export + disputed-geo header fix",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-20T05:15:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "59a638ebff7b788b29205b77bb4029848c85717e",
          "body": "Cross-reference five threat-intel sources on the IP Reputation tab —\nAbuseIPDB, VirusTotal, AlienVault OTX, Censys, ThreatFox — each in its\nown sub-card with an explicit ok/no-key/quota/error/not-found state so\none failing source never blanks the card or 500s the endpoint. All five\nfetched concurren\n[…]\n guard\n- ThreatFox reuses ABUSECH_AUTH_KEY; no new runtime dependencies\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01PBdYY7DDmDT9PtQbJjdvQo",
          "is_bot": false,
          "headline": "v3.9.0: Multi-source IP reputation with consensus verdict",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-20T04:24:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4514b5606a4202250f089f96571687f853a0cd12",
          "body": "…d (incl. v3.8.2)\n\nThis lands v3.8.2 (never separately deployed) and v3.8.3 together; the live jump\nis 3.8.1 -> 3.8.3. CHANGELOG documents both.\n\nv3.8.3 — abuse reports:\n- Reports now carry the real email content: Subject, Message-ID, Date,\n  Return-Path, Authentication-Results, the verbatim Receive\n[…]\n.\n- Operator CLI: python -m app.abuse.tools reset-rate-limit --ip <ip> [...].\n\nVersion bumps: README, CHANGELOG, JSON-LD, main.py app + health.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.8.3: real email evidence in abuse reports; send rate limits remove…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-20T01:33:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bb4bf7a474db66fe6fcc498ac3054e4f36412696",
          "body": "The /api/abuse/send endpoint accepted HTTP Basic Auth AND the frontend\nrendered an in-page admin form for the same credential. The endpoint's\n401 + WWW-Authenticate response could trip the browser's native Basic\nAuth dialog, which raced the in-page form and rejected correct passwords.\n\nRemoved Basic\n[…]\n503 endpoint tests were updated to\nthe new 200-with-structured-body behavior.\n\nVersion bumps: README, CHANGELOG, JSON-LD, main.py app + health.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.8.1: fix duplicate auth surface on abuse send",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-19T23:06:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b1fcec56534586a8cdb382b5b09fa867258b1495",
          "body": "Dual-engine username lookup across ~965 platforms using vendored data from\nWhatsMyName (698 sites) and Sherlock (478 sites), merged and deduplicated by\nhost. Cross-validated hits (found by both engines) carry a high-confidence\nbadge, single-source hits carry medium. Quick Scan (priority 2-3, ~280 si\n[…]\nsername_data.py; no runtime dependency on either\nupstream project (both MIT).\n\nVersion bumps: README, CHANGELOG, JSON-LD, main.py app + health.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.8.0: Username Enumeration tab",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-19T12:59:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "38e94a1ae87cd4727102ab2be3fa754fb04732ad",
          "body": "Adds RDAP-based abuse contact lookup and category-templated report\ncomposition to the IP Reputation and Email Header tabs. Compose and copy\nwork without configuration; the card leads with a banner directing users\nto copy the report and send it from their own email so the provider can\nreply directly.\n[…]\nNew-feature UI\ncards are wrapped so a failure can never regress the host tab.\n\nVersion bumps: README, CHANGELOG, JSON-LD, main.py app + health.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.7.1: abuse report composition on IP and Email Header tabs",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-19T11:13:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b759c637deaf110b065fd8f01fec36c6094fe2e9",
          "body": "Two new tabs targeting the same investigative flow: figure out where a\nsuspicious link actually goes before touching it.\n\nURL Expander (/api/url/expand) walks redirect chains hop-by-hop, re-running\nthe existing safe_fetch SSRF guard (resolve_and_check) at every hop and before\neach per-hop TLS grab -\n[…]\nn.\n\nNew deps: pyzbar + qrcode[pil]; libzbar0 system package required. Version\nbumps: README, CHANGELOG, JSON-LD, FastAPI app metadata, /health.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.6.0: URL Expander and QR Code Analyzer tabs",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-17T09:30:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "274eee26c00d6fabfbbf840a14ba9b1da9c29a0b",
          "body": "…+ health)\n\nThe v3.5.2 tag and release shipped with stale version constants in the\nFastAPI app metadata, the /health endpoint, the README 'Current version'\ndisplay line, and the JSON-LD softwareVersion in app/static/index.html.\nNo behavior changes. README L53 (historical 'as of v3.5.0' phrasing)\nintentionally left as-is.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: bump version references to 3.5.2 (README, JSON-LD, FastAPI app …",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-17T08:45:16Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "effc0265d894b6753360ffd35aafa291902e6e93",
          "body": "The nginx CSP added in v3.5.0 blocked the D3 CDN (cdnjs.cloudflare.com),\ncausing the Crypto Investigation Workbench transaction graph to fail with\n\"d3 is not defined\" after any wallet lookup. Added https://cdnjs.cloudflare.com\nto script-src in nginx/falconeye.conf and mirrored it on the live VPS config.\nstyle-src was intentionally not widened. Updated the README CSP paragraph and\nprepended a v3.5.2 CHANGELOG entry.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "v3.5.2: allow cdnjs.cloudflare.com in CSP script-src for D3",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-17T08:29:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c4240a26a54f1d8480668a3c0ec6f615190addb1",
          "body": "app/main.py: version 3.5.0 → 3.5.1 (two places: FastAPI constructor and /health).\nCHANGELOG.md: [3.5.1] section added covering the four phishing scanner\n  detection features shipped today (PH banking indicators, Cloudflare challenge\n  detection, urlscan.io enrichment, domain age check with RDAP/whois lookup).\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: bump version to 3.5.1 for scanner detection improvements",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T08:46:57Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6ed63f7c2a5eed6bb3a7c516d88cffc18851245e",
          "body": "app/utils/domain_age.py — new module:\n  - check_domain_age(domain, db?) queries RDAP first (rdap.org), falls back\n    to whois subprocess. Returns {found, created_at, age_days, source, error}.\n  - RDAP parses events[] for \"registration\" or \"registrar registration\" action.\n  - whois collects ALL cand\n[…]\ns old).\n\nTests: 35 new (20 test_domain_age + 15 test_domain_age_indicators);\n  full suite 212 passed → 212 passed, 3 skipped. No regressions.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add domain age check with newly-registered phish indicators",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T08:34:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "006d2b72f784bba83adca2267939d84e021a8f43",
          "body": "Adds app/utils/urlscan.py:\n  - check_urlscan(url) queries urlscan.io search API for the most recent scan\n    of the target domain. Returns {found, verdict, malicious, submitted_at,\n    screenshot_url, live_url, tags}.\n  - Uses safe_fetch so it inherits SSRF hardening (no SSRF via lookup of\n    attac\n[…]\ngle.com/safe-browsing/v4/lookup-api\n  Same pattern: separate enrichment pass returned as gsb_result, does not\n  overwrite indicators_matched.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: enrich scanner results with urlscan.io lookup",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T07:54:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c461bd15c6525773e2cd8027d3c7d5f7b34a3817",
          "body": "Adds app/scanner/cloudflare_detect.py. When fetched HTML matches any of:\n  - \"Attention Required! | Cloudflare\" in title\n  - \"Just a moment\" / \"Checking your browser\" in title\n  - \"Sorry, you have been blocked\" in body\n  - \"cf-browser-verification\" / \"cf-error-details\" in body\n  - \"Enable JavaScript\n[…]\ny do.\n\nscanner.py chains this after PH indicator matching. 10 unit tests; all pass.\nPython 3.9 compat: Optional[dict] instead of dict | None.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: detect Cloudflare challenge pages as an indicator signal",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T07:41:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dda9071fc5f03a1d9cb1047d6f5ec8c96eb054c3",
          "body": "Adds app/scanner/ph_bank_indicators.py with 35 indicators across four groups:\n  - URL path patterns: /cancel/, /verify/, /update/, /confirm/, /suspended/,\n    /reactivate/, /otp/ — common in PH banking phish flows\n  - Domain impersonation: gobpi*, bpiverify*, bpi-online*, bdo-online*,\n    gcash-veri\n[…]\n an empty HTML body — URL alone is enough to detect\nthe kit family.\n\nTODO in module docstring: Google Safe Browsing enrichment (GSB_API_KEY).\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: expand phishing scanner with PH banking impersonation indicators",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T07:02:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fe04d0418eb1181864e459f95dd85d9723bbd26c",
          "body": null,
          "is_bot": false,
          "headline": "fix: allowlist cdn.tailwindcss.com in script-src CSP (M-5 followup)",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T02:59:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81c5437cfd8c958a7698c9fddff7a476217683a0",
          "body": "app/main.py: FastAPI version= and /health response updated to \"3.5.0\".\nfalconeye.service: Description updated to \"FalconEye v3.5.0\".\n\nJustification: minor version bump (3.4 → 3.5) rather than patch because\nthis release closes two High and nine Medium/Low security findings from the\nFable 5 review, in\n[…]\n_fetch, llm_response),\nand makes a breaking fix to the .env key name (DB_PATH → FALCONEYE_DB).\nNo existing public API contracts were changed.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: bump version to 3.5.0 for security remediation batch",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T02:44:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "25eb1f8b4d7ef354a3bdb43bf72fbe4eea0cd3c3",
          "body": "Changes:\n  - chmod 600 on falconeye.db and chmod 700 on data/ after DB init (security)\n  - git pull --ff-only on existing repo instead of failing on re-run\n  - redis-server added to apt-get install (required by Prospect and Image tabs)\n  - anthropic + extract-msg installed from pip after requirement\n[…]\non \"Next steps\" block replaces the previous silent completion\n  - Version string in echo updated to 3.5.0\n\nbash -n confirms no syntax errors.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "deploy: verify and update provision.sh for current state",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T02:44:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "caa28e067080afa76b408f6cc039cdc21fb6dbb2",
          "body": "Key changes:\n  - DB_PATH renamed to FALCONEYE_DB (the actual env var read by config.py\n    and prospect/investigations.py; the old DB_PATH alias was never read by code —\n    existing deployments using DB_PATH had a silent misconfiguration since v3.0).\n    Upgrade note added inline.\n  - FALCONEYE_DAT\n[…]\ns.\n  - Comments clarify which features degrade vs crash when a key is absent.\n  - anthropic SDK install note added next to ANTHROPIC_API_KEY.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: sync .env.example with all variables read by current code",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T02:43:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d6fb2665757723382b6c9c6c2d27138bf82ebdcf",
          "body": "Creates CHANGELOG.md. Sections:\n  [3.5.0] security remediation — closes H-1, H-2, M-1–M-5, L-1–L-5 from the\n  Fable 5 security review; documents every added file, changed file, and\n  removed pattern.\n  [3.4.0] Image Search tab baseline.\n  [3.3.x / 3.2.0 / 3.1.0 / 3.0.0] brief historical summaries.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add CHANGELOG with security remediation batch",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T02:43:21Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6fa2a95c5eeba8b6ba918db0760f0c8ca4c20ccd",
          "body": "…e, and version\n\nUpdates from v3.4.0:\n- Version bump to 3.5.0\n- Security posture section documenting safe_fetch, CF-Connecting-IP keying,\n  LLM output validation, XSS escaping, security headers, error isolation\n- Install instructions corrected: paths are scripts/provision.sh, falconeye.service\n  (ro\n[…]\n and correct scripts/ / nginx/ paths\n- Python version corrected to 3.10+ (3.11 recommended)\n- Test baseline documented: 122 passed, 3 skipped\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: rewrite README to reflect current architecture, security postur…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T02:42:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4079555de08a715353d23323688fb14ae5fe613e",
          "body": "…l body (L-5)\n\nAdds REGEX_MAX_BODY_BYTES = 100_000 to config.py. In _analyze_body, text_only\nis truncated to 100KB after HTML stripping and whitespace normalization, before\nSCAM_PATTERNS runs. This reduces the worst-case surface from 500KB to 100KB\n(5x reduction) for ~50 regex patterns per request.\n\n[…]\nalyze_body now returns body_truncated:bool; the API response exposes this\nas body_regex_truncated so analysts know when the scan was partial.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "sec: cap regex pass at 100KB to prevent compute amplification on emai…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T00:48:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "81af5021f7738282f9ae1cd229d27c9c46ef1cef",
          "body": "…s (L-4)\n\ncrypto.py: three Exception handlers now call log.exception (full traceback\nserver-side) and return \"Upstream service unavailable.\" to the client\ninstead of f\"Upstream fetch failed: {str(e)}\" / f\"TronGrid fetch failed: {str(e)}\".\n\ntelegram_inspector.py: Exception handler keeps the log.warni\n[…]\nail_file ValueError at email_header.py:1173 is left unchanged —\nit surfaces our own internal format-validation messages, not upstream str(e).\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "sec: replace upstream error string echoes with generic client message…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T00:47:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8f122883f9cfbcc2d0274308ac131e34ce02c2dd",
          "body": "grep -rn \"verify=False\" app/ returns zero matches. safe_fetch.py (the\nonly path for user-supplied URLs) sets verify=True explicitly on the\nhttpx.AsyncClient. All other outbound clients omit verify= entirely,\ninheriting httpx's default of True.\n\nNo code changes required; this commit documents the verified clean state.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "sec: confirm TLS verification enforced across all outbound HTTP (L-2)",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T00:44:33Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9e3db4cc6744303c5656e624337f094e2a04bfeb",
          "body": "…Pv6 ranges (L-1)\n\nAll six L-1 ranges are confirmed covered by is_private_ip in safe_fetch.py:\n  0.0.0.0/8    — stdlib is_private (also explicit _THIS_NETWORK)\n  100.64.0.0/10 — explicit _CGNAT (not in stdlib is_private on Python 3.9)\n  ::ffff:a.b.c.d — ipv4_mapped unwrap before stdlib checks\n  fe80\n[…]\nnspecified\n\nAdds an inline comment to safe_fetch.py documenting each range and why\nthe explicit blocks are needed alongside the stdlib flags.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "sec: verify SSRF blocklist covers CGNAT, NAT64, unspecified, mapped-I…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T00:44:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "adbea69be4e908512a3f458dc67ccb2b2efb8fd9",
          "body": "Adds Content-Security-Policy, X-Content-Type-Options, X-Frame-Options,\nReferrer-Policy, and Strict-Transport-Security to the HTTPS server block.\n\nscript-src retains 'unsafe-inline' because the frontend uses inline onclick\nhandlers; a comment documents the refactor needed to remove it. frame-ancestors\nreplaces X-Frame-Options for modern browsers (both are set for compatibility).\nHSTS is set to 1-year with includeSubDomains.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "sec: add CSP and security response headers at nginx (M-5)",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T00:42:02Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ab46a8acd1949681cb4816d31290385ec30b88d1",
          "body": "…odel responses (M-4)\n\nAdds app/utils/llm_response.py with parse_llm_json, clamp_int, safe_str,\nand validate_findings_list helpers. Replaces raw dict.get() calls in\nemail_header (scam_score, findings, verdict fields), script_decoder\n(severity, intent enum clamping), and dork_generator (dorks list\nst\n[…]\n_source_note\nfields to responses indicating these are model opinions not verified\nverdicts. 23 unit tests in tests/unit/test_llm_response.py.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "sec: validate and clamp LLM JSON output to prevent 500 on malformed m…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-05T00:41:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "17bbc6f630b6905579163451b636462e01678295",
          "body": "Removes the validate_url + raw httpx.AsyncClient(follow_redirects=True,\nverify=False) block from the phishing scanner.  Replaces it with a call\nto safe_fetch which re-validates every redirect hop against the SSRF\nblocklist and enforces TLS verification.  SafeFetchError is mapped to\nHTTP 400 with a g\n[…]\neric message (no internal detail leaked to the client\nper L-4 guidance).  Generic exceptions also suppress str(e) from the\nfetch_error field.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "sec: migrate scanner fetch to safe_fetch (H-1)",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-04T23:55:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bf4c1237d8c7cb9d31589fd363b315a09361f64b",
          "body": "…ocklist (H-1)\n\nIntroduces app/utils/safe_fetch.py — an SSRF-safe HTTP fetcher for\nuser-supplied URLs.  Defends against the two bypass classes identified\nin H-1: redirect-chain bypass (validates every hop independently with\nfollow_redirects=False) and DNS rebinding (re-resolves and re-validates\nat t\n[…]\nt tests in tests/unit/test_safe_fetch.py covering all blocked ranges,\nscheme rejection, redirect-to-private-IP, and redirect-cap enforcement.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "sec: add safe_fetch with per-hop revalidation and mapped-IPv6-safe bl…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-04T23:55:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3bd21a6fbc19abd8e18ce3e3d395e7c6d135fbf5",
          "body": "…ders (H-2, M-2, M-3)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "sec: escape attacker-controlled fields in Telegram, RDAP, and RSS ren…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-04T10:35:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9aac1cb39ff99e46e68ef1f28138a6ba8f15f5b1",
          "body": "… as 500\n\n_record_llm_call, _record_call (dork), _record_call (script) had no exception\nhandling. A SQLite error (locked by another worker, wrong path, missing table)\nwould propagate as a 500, silently skip the row write, and leave no log evidence.\n\nWrap each in try/except and log.error so failures \n[…]\neturn). Test with\na previously-unseen email body to bypass the cache.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01VCfT6QydBhpn2DPvXM1Yn9",
          "is_bot": false,
          "headline": "fix: log errors in rate-limit INSERT functions instead of propagating…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-04T10:21:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c6f7a8f29aa4777bf4e2600b1391d22d9c66420d",
          "body": "…real client (L-3)\n\nNon-upload branch of /api/image/search now requires https:// and passes image_url\nthrough validate_url() (the same SSRF guard the scanner uses) before forwarding\nto SearchAPI. Also switches the endpoint's Limiter to get_client_ip_key (real\nclient IP via CF-Connecting-IP) so the 20/min rate limit tracks actual users.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01VCfT6QydBhpn2DPvXM1Yn9",
          "is_bot": false,
          "headline": "sec: validate image_search URL against SSRF and rate-limit branch on …",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-04T10:07:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ede5f275d7c795b3366acdce5c59b3096351e090",
          "body": "…eal users (M-1)\n\nAdd app/utils/client_ip.py with get_client_ip() / get_client_ip_key() that read\nCF-Connecting-IP first (trustworthy because nginx restricts origin traffic to\nCloudflare IP ranges) and fall back to request.client.host in local dev.\n\nReplace Limiter(key_func=get_remote_address) with \n[…]\nsing tests: CF header present, fallback\nto client.host, XFF ignored).\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01VCfT6QydBhpn2DPvXM1Yn9",
          "is_bot": false,
          "headline": "sec: key rate limits on CF-Connecting-IP so LLM cost controls track r…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-04T10:07:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8a8f5a9d1482becf130e7e25a548f3ed27e71e8d",
          "body": "Add Image tab to module table (14 tabs), update count in description.\nDocument IMAGE_SEARCH_ENABLED, IMAGE_SEARCH_YANDEX_ENABLED, IMAGE_UPLOAD_SECRET,\nSITE_ORIGIN env vars in .env.example.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01XHGiXa1AiEHfaxaGAEU3E9",
          "is_bot": false,
          "headline": "docs: update README and .env.example for v3.4.0 Image tab",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-03T06:01:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "649ff57abae95e0f134ee69b1513547e721deac1",
          "body": "New module app/image_search/ provides:\n- Google Lens and Yandex Reverse Image Search in parallel via asyncio.gather\n- File upload with HMAC-SHA256 signed URLs (5-min token, 15-min file cleanup)\n- EXIF extraction via Pillow (camera, datetime, GPS with OSM map link)\n- Cross-source domain corroboration\n[…]\nion, partial failure handling, and route-level kill switch and cache.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01XHGiXa1AiEHfaxaGAEU3E9",
          "is_bot": false,
          "headline": "feat: v3.4.0 Image tab with reverse image search (Google Lens + Yandex)",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-03T05:59:20Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b947e1f20eab23f538f1eb26cc4258b881a92432",
          "body": "\"Stripe, Inc.\" as the Meta search query returns pages like \"Stripes & Checks Inc\"\ninstead of Stripe's actual page. _meta_search_name() strips common legal suffixes\n(\", Inc.\", \" plc\", \" Ltd.\", \" GmbH\", etc.) to produce a clean search name.\n\"Stripe, Inc.\" -> \"Stripe\", \"BP p.l.c.\" -> \"BP\" (already short), \"HP\" -> \"HP\".\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01XHGiXa1AiEHfaxaGAEU3E9",
          "is_bot": false,
          "headline": "fix: strip legal suffixes from Meta page search query",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-03T04:41:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d444072f3d3074008365d106169b2bc326c13074",
          "body": "…isplay only\n\npartial_ratio(\"Stripe-A-Zone, Inc.\", \"Stripe, Inc.\") = 74. Short aliases like\n\"Stripe\" score 100 via partial_ratio against \"Stripe-A-Zone, Inc.\" because the\nalias appears as a substring. Fix: score only against canonical_name and\ndisplay_name (not aliases), raise threshold from 70 to 7\n[…]\nn used\nfor the whole-word boundary filter where they are appropriate.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01XHGiXa1AiEHfaxaGAEU3E9",
          "is_bot": false,
          "headline": "fix: raise meta page fuzzy threshold to 75, score against canonical+d…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-03T04:38:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ca09de871a4c35c48ce45e9c3e6cd69d67aefc0b",
          "body": "…op ads table, hp.com identity fix\n\nFix 1 (Meta page matching): _select_meta_page() filters pages by whole-word\nmatch of any identity name, rapidfuzz partial_ratio >= 70, category boost +20\nfor semantic match (e.g. Oil industry -> Energy Company), then ranks by\n(score, followers). BPI is now correct\n[…]\n_partial_ratio stub so module attribute exists when rapidfuzz absent.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01XHGiXa1AiEHfaxaGAEU3E9",
          "is_bot": false,
          "headline": "feat: v3.3.2 - meta page identity filtering, multi-advertiser tabs, t…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-03T04:07:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ebb82d7022b7aaa90bef66cd6a28db30d10309b6",
          "body": "Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01XHGiXa1AiEHfaxaGAEU3E9",
          "is_bot": false,
          "headline": "fix: bump health endpoint version to 3.3.1",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-03T02:53:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3987f7d6e338626beff840adcad388a5cb43bf3c",
          "body": "Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01XHGiXa1AiEHfaxaGAEU3E9",
          "is_bot": false,
          "headline": "chore: bump version to 3.3.1",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-03T02:52:51Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "95a865206cb15386e17f3bfbbaae1a6fee1f6842",
          "body": "…t validation\n\nReplaces derive_company_name() with a structured resolver that returns\ndisplay_name, canonical_name, aliases, confidence, and source.\n\nResolution paths (in priority order):\n  1. kg.description: extract name before \" is \" (stripe.com, orf.at, bp.com)\n  2. ai_overview paragraphs: parent\n[…]\ndds 4 new about_domain fixtures: stripe.com, orf.at, bp.com, ibm.com.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01XHGiXa1AiEHfaxaGAEU3E9",
          "is_bot": false,
          "headline": "feat: v3.3.1 - company identity resolver, query disambiguation, resul…",
          "author_name": "osintph",
          "author_login": "osintph",
          "committed_at": "2026-07-03T02:52:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c6c773164196dee6b2eeecd0b1abc24b198b3c13",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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            "reason": "no releases found",
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            "reason": "No tokens found",
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            "notes": [],
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            "inputs": {
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                "points": 22.5,
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                    "code": "license_spdx",
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                "key": "contributing_guide",
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        "metrics": [
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                "key": "openssf_scorecard_contributors",
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            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance, Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
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                "key": "newcomer_pr_acceptance",
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                "key": "openssf_scorecard_code_review",
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          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
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            "notes": [
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                "code": "excluded_no_data",
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            "value": 49,
            "inputs": {
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                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 16,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 16,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 12,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 6,
              "scorecard_aggregate": 1.6
            },
            "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 not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "18 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "weak",
        "name": "AI Readiness",
        "value": 41,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "weak",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 36,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.97,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "97 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 97,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 352772,
              "source_files_sampled": 149,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/149 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 149,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "samples"
              ],
              "has_mcp_signal": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "samples"
                    }
                  }
                ],
                "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": [
        "application"
      ],
      "labels": [
        "network-service"
      ],
      "scores": {
        "network-service": 4
      },
      "primary": "network-service",
      "evidence": [
        {
          "tier": "description",
          "label": "network-service",
          "source": "description:network-service",
          "weight": 2
        },
        {
          "tier": "tags",
          "label": "network-service",
          "source": "tag:self-hosted",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "low",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": false
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-05T08:59:05.329225Z",
  "schema_version": "0.31.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/osintph/falconeye.svg",
  "full_name": "osintph/falconeye",
  "license_state": "standard",
  "license_spdx": "AGPL-3.0"
}

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 v0.31.0—— 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.