公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-27 17:50 UTC
FinLang-Ltd / finlang
FinLang — Deterministic, auditable financial rules engine.
FinLang-Ltd/finlang 的健康指数为 100 分中的 63 分，处于「中等」区间。 其得分最高的类别是Vitality（92/100），最低的是AI Readiness（38/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
63
总分 / 100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；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 49（有风险）的上限。AI 就绪度不计入总体分。
63
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
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。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| PyPI | finlang | 0.8.3 | 553 | 18 | 0 天前 |
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？
92
开发活跃度
86优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 21.5/36 | 提交节奏 — 52 周中有 31 周有提交 |
| 18/18 | 提交量 — 最近一年 231 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 231 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 31 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 6 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 27/27 | 发布节奏 — 约每 15.6 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 6 |
| latest_release_tag | v0.8.3 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 15.6 |
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？
43
流行度与采用
18危急
评分方式
| 18.1/60 | 星标 — 14 个星标 |
| 0/25 | 复刻 — 0 个复刻 |
| 0/15 | 关注者 — 0 位关注者 |
所用输入
| forks | 0 |
| stars | 14 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
70良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（AGPL-3.0） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
46存在风险
评分方式
| 36.6/80 | 月度下载量 — pypi 合计每月 553 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | finlang |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 553 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
51
维护者韧性（巴士系数）
10危急
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 |
| 0/10 | OpenSSF Scorecard：Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
议题与 PR 响应能力
76良好
评分方式
| 46.8/46.8 | 议题解决 — 100% 的议题已关闭 |
| 28.7/38.3 | PR 接受 — 已裁定的 PR 中 3/4 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 3 |
| open_issues | 0 |
| closed_issues | 1 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 1 |
所有权与托管责任
36存在风险
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 2.2/25 | 所有者影响力 — FinLang-Ltd 有 1 位关注者 |
| 3.9/25 | 既往记录 — 1 个公开仓库，账户约 0 年 |
所用输入
| followers | 1 |
| owner_type | Organization |
| is_verified | — |
| owner_login | FinLang-Ltd |
| public_repos | 1 |
| account_age_days | 314 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 0 天前 |
| 20/20 | 版本历史 — 18 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | finlang |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
工程质量
基础的工程与文档实践是否到位？
72
工程实践
60中等
评分方式
| 24/24 | CI 工作流 — 2 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
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
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://finlang.io |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 10 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | agpl, audit, compliance, dsl, eu-ai-act, fintech, open-source, python, regtech, rules-engine |
| has_wiki | 否 |
| homepage | https://finlang.io |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
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？
51
安全态势
39存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 无数据 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 3.9 |
已排除计分（无数据或不适用）：ci_tests, packaging, signed_releases。 其余权重已重新归一化。
依赖安全公告
100优秀
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
所用输入
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 4 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:finlang@0.8.3 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 4 个软件包。 未对可达性进行分析。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
38
AI 代理上下文与指引
36存在风险
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） |
| 36.3/40 | 可读的提交历史 — 100 次人类提交中有 68 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.68 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
验证循环（构建 / 测试 / 类型检查）
32存在风险
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 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 44 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 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0.44 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
53中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 53/55 | 可控的文件大小 — 采样的 28 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 66,553 |
| source_files_sampled | 28 |
| oversized_source_files | 1 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
14GitHub 星标
1贡献者
231最近 12 个月提交数
0距最近推送天数
6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
OpenSSF Scorecard 3.9 / 10
3.9综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 1
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | pandas | >=2.0 | pyproject.toml |
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
依赖安全公告 0
安装 pypi:finlang@0.8.3 会引入 4 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。
没有已知公告影响已评估的依赖。
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"agpl",
"audit",
"compliance",
"dsl",
"eu-ai-act",
"fintech",
"open-source",
"python",
"regtech",
"rules-engine"
],
"is_fork": false,
"size_kb": 5952,
"has_wiki": false,
"homepage": "https://finlang.io",
"languages": {
"Python": 342209
},
"pushed_at": "2026-07-26T18:03:28Z",
"created_at": "2025-09-18T21:17:51Z",
"owner_type": "Organization",
"updated_at": "2026-07-26T18:03:36Z",
"description": "FinLang — Deterministic, auditable financial rules engine. ",
"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"
]
},
"owner": {
"blog": "www.finlang.io",
"name": "FinLang",
"type": "Organization",
"login": "FinLang-Ltd",
"company": null,
"location": "United Kingdom",
"followers": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/232459559?v=4",
"created_at": "2025-09-15T21:00:56Z",
"is_verified": null,
"public_repos": 1,
"account_age_days": 314
},
"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": "v0.8.3",
"kind": "patch",
"published_at": "2026-07-26T18:15:00Z"
},
{
"tag": "v0.8.2",
"kind": "patch",
"published_at": "2026-07-20T17:59:08Z"
},
{
"tag": "v0.8.1",
"kind": "patch",
"published_at": "2026-07-16T11:41:28Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2026-06-29T21:23:55Z"
},
{
"tag": "v0.7.9",
"kind": "patch",
"published_at": "2026-05-18T20:27:56Z"
},
{
"tag": "v0.7.8",
"kind": "patch",
"published_at": "2026-05-09T14:38:19Z"
}
],
"recent_commits": [
{
"oid": "d07d685de5e19fe22beda43ec954da2e0dc9e556",
"body": "Version bump + release docs for v0.8.3 per RELEASE_CHECKLIST section 5.",
"is_bot": false,
"headline": "Merge branch release/v0.8.3",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-07-26T18:02:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "327b9de106fd1850cffe5c6560038648d1a1c895",
"body": "Four sync points + CHANGELOG [0.8.3], release notes, README feature/version\ntables, classified doc version sweep (stamps earned per RELEASE_CHECKLIST\n2.5), DOCUMENT_MAP release state + release-notes inventory backfill\n(v0_7_9 through v0_8_3 rows).\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Bump version to 0.8.3",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-07-26T17:57:59Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "cbeaecc761109ad8461c4faf1053a2c54ba4350e",
"body": "Reconcile ML-date inference + --reconcile-date-format (74c3e14) and\nSOL-111 --verify-html + review-round hardening (c57ea38). Reviewed by\nCodex (three rounds, all findings closed and independently re-verified);\noperator accepted the external review per Path B.",
"is_bot": false,
"headline": "Merge branch claude/reconcile-date-locale-plumbing",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-07-26T17:08:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c57ea38afa4b8eb4fd890f5d4e4067c4984dc4e7",
"body": "…iew-round hardening\n\nSOL-111: verify_html.py renders a self-contained plain-English evidence\nreport (what happened, scope of the check, fingerprint proof sample;\nmismatch detail only when present; structural failures named as such,\nnever blamed on rows that passed). Exposed as verify_html on /proce\n[…]\nmode starts above the 100K threshold)\n\nTests: daily 204/10 (Gate 4 27, Gate 8 29, Gate 10 60), API 29,\nship-with-repo smoke 7. quick_check 10/10.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(verify): --verify-html readable integrity report (SOL-111) + rev…",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-07-26T17:08:07Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "74c3e14462ea165841d039f6555e115af79136b6",
"body": "…sumption\n\nReconcile mis-keyed dates from external ML outputs, silently.\n\nreconcile.py documented 'both sides of a reconcile are post-engine CSVs, so\nengine defaults apply — no dayfirst/date_format plumbing here'. That assumption\nfails for the feature's headline use case: the ML side comes from a th\n[…]\nion' requirement\nis his.\n\nTests (test_reconcile.py, 3 new): inference regression, assumed-mode recording,\nexplicit-flag recording. WIP — see commit body of the follow-up for what\nremains before merge.",
"is_bot": false,
"headline": "fix(reconcile): infer the ML side's date convention, and state the as…",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-07-26T10:33:39Z",
"body_truncated": true,
"is_coding_agent": false
},
{
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"headline": "docs(DOCUMENT_MAP): fix stale workspace paths (archive/ + scratch/ ca…",
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"body": "It carries no test counts. It computes its gate total dynamically\n($gateCount = 7/6) and delegates the daily counts to quick_check.ps1.\nThe \"New test added\" scenario has said \"quick_check.ps1 and\nfull_test_suite.ps1 (counts always)\" for generations - a sweep target\nwith nothing to sweep.\n\nHarmless s\n[…]\n).\n\nSurfaced by Angus challenging whether the suite and docs were really\nrelease-ready; verified against the script rather than the instruction.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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"headline": "fix(verify): action Codex review of SOL-110 (fast-path pins, doc accu…",
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"body": "Hardening release: 13 fixes from the 4-Jul code sweep (verify/reconcile comparison layer, audit determinism + attribution, fail-loud rules loading, API contract). Docs: CHANGELOG, release notes incl. two API compatibility callouts, version sweep across 16 docs, compliance pack refresh. Tests 168->182 daily + 26 API. No new features; categorisation output unchanged.",
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"body": "… counts (Codex stack review)\n\nFinding 1 (P1): /process verify-fail 422 detail is now a structured object (error/exit_code/message/verify_report/stderr) -- documented in api_reference.md exit table + api.md auth section and exit table, flagged as v0.8.1 compatibility change. Empty FINLANG_API_KEY = \n[…]\n, impact 17; aggregate 182 unchanged) with 4-Jul hardening test descriptions. Release-notes callout obligation tracked in BACKLOG.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "docs(api): document v0.8.1 contract changes + fix stale per-file test…",
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"body": "…p Branch 3)\n\n- Missing/unreadable --rules file or unknown/unreadable --include-pack now\n FATAL + exit 2 via the (previously dead) caller guards. Warn-and-continue\n produced partial categorisation with exit 0 (demonstrated) — an\n audit-integrity bug: output silently omitted an entire requested so\n[…]\nith the wrapper's existing exit-2 mapping; the tolerant\ntest_process_with_include_pack_only assertion (200|422) already covers it.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "…ranch 2)\n\n- reset_index(drop=True) after the drop-rate guard: audit attribution is\n positional downstream; gapped labels shifted impact old_rule/new_rule and\n reconcile audit linkage for every row after a dropped row (F1, pre-existed\n since v0.7.8 in reconcile).\n- mutable_fields set -> tuple: fi\n[…]\n10 gates green. Goldens unaffected (output-CSV bytes unchanged; full\nsuite 7/7 incl. golden matrix verified on this branch stack).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "… clean\n\nP2 from the 4-July lessons record (strategy-backlog/reference/\nlessons-code-sweep-20260704.md): the injection-quote false-fail shipped\nbecause no test composed write-time transforms with read-back comparison.\nTestRoundTripInvariant cycles hostile-but-legitimate inputs (= @ tab\n+ - leading, \n[…]\nCounts: 175 -> 177 (Gate 8: 11 -> 13); sweep re-run across all ten\ntargets (CLAUDE.md + RELEASE_CHECKLIST.md on disk, gitignored).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "…e's own output\n\nThree demonstrated defects from the 4 July post-v0.8.0 code sweep, all in\nthe comparison/trust layer (categorisation engine untouched):\n\n1. Injection-quote false-fail: the write-time formula-injection guard\n (_csv_safe_text) prefixes ' to danger-leading cells (= + - @ tab);\n ver\n[…]\n,\nboth showcase scripts, README.md, DOCUMENT_MAP.md; CLAUDE.md and\nRELEASE_CHECKLIST.md swept on disk (gitignored internal files).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "fix(verify,reconcile): comparison layer must not contradict the engin…",
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"body": "fix(ci): guard CLA Assistant Lite against non-PR issue comments (issue #5 GraphQL failure).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "Merge branch 'claude/fix-cla-issue-comment-guard'",
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"body": "The issue_comment trigger fires for comments on issues AND PRs. A comment on a\nplain issue (issue #5, 19 Jun 2026) made the action try to resolve a PullRequest\nof that number -> \"Could not resolve to a PullRequest with the number of 5\", and\nthe job failed in ~6s.\n\nAdd the action's recommended `if:` \n[…]\n\nevents, or on the CLA recheck / signature comments. Comments on plain issues now\nskip the step (job succeeds) instead of failing.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "v0.8.0 release: version bump 0.7.9->0.8.0 (4 sync points) + release docs (CHANGELOG, release notes, README, doc version sweep, CLI-help cross-check). Validated on the merged tree: full_test_suite 7/7, quick_check 10/10, adversarial 8/8, integrity re-verified to 20M rows field-by-field (0 mismatches, FastIO ~220K @ 20M, no regression vs v0.7.7 ~217K). LOCAL MERGE ONLY -- not pushed.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "Merge branch 'release/v0.8.0'",
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"body": "… 20M)\n\nReplaces the vague \"a confirmation run backs the claim\" with the measured\nresult: re-verified at 20M rows (field-by-field, zero mismatches), FastIO\nthroughput consistent with the established ~217K figure, no regression. Notes\nthat throughput is scale-dependent (small runs are overhead-domina\n[…]\nchine scaling runs (1M->5M->10M->20M): FastIO converges\n~220K at 20M, std ~185K -- matching/marginally above the v0.7.7 benchmark.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "docs(release): make perf no-regression claim concrete (re-verified at…",
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"body": "- CHANGELOG: [0.8.0] entry (reconcile-v2 SOL-103/104, impact SOL-105, API parity).\n- New docs/release_notes/release_notes_v0_8_0.md (Impact Analysis & Reconcile v2).\n- README: \"Byte-identical to v0.7.8\" -> \"Output-identical to v0.7.9 (additive\n audit_max param)\"; Key-Features heading + Component St\n[…]\n\n and cli_reference.md; discover/suggest clean.\n\nRELEASE_CHECKLIST.md (gitignored) daily-tier breakdown 137->168 updated on disk.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "4 sync points: __init__.py, pyproject.toml, run_finlang.py fallback,\ncanonical_fields.yaml. Path C, on release/v0.8.0 branch. Editable install\nreports FinLang 0.8.0. (Stray \"v0.7.9\" comment in canonical_fields.yaml line 3\nleft for the step-2 doc version sweep.)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "Bump version to 0.8.0",
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"body": "API parity for v0.8.0: expose reconcile-v2 (identity guard + key alignment +\norphans) and impact analysis over the HTTP API; honest structured 422 body on\nalignment-endpoint exit 1; API surface parity codified as a DOCUMENT_MAP\nchange-scenario. Live-smoke-tested (uvicorn + HTTP) before merge; test_api 24/24.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "Merge branch 'claude/api-reconcile-impact-parity'",
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"body": "Council review (Claude/ChatGPT/Gemini, unanimous) on the exit-1 -> 422 call for\n/reconcile + /impact: keep 422 (client-data, not server fault), but (1) make the\nbody a real discriminator and (2) document the exit-1 overloading honestly\ninstead of implying exit 1 cleanly == \"alignment failure\".\n\n- _a\n[…]\n \"API error taxonomy\" (token-absent exit-1 -> 500,\ntoken-present -> 422; additive stderr, no exit-code renumber).\n\ntest_api 24/24.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "refine(api): honest structured 422 body on alignment-endpoint exit 1",
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"body": "Codifies \"keeping the API up to date is core to every feature\" after the\nv0.8.0 near-miss (reconcile-v2 + impact shipped CLI-only; API lagged a sprint).\nNew DOCUMENT_MAP \"API surface parity\" row + cross-links from the CLI-flag and\ndiscover/suggest-flag rows. CLAUDE.md/AGENTS.md CLI-flag doc-maintenance bullet\nupdated on disk (canaries, no repo). Same branch as the parity build itself.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "docs(process): make API surface parity a first-class change-scenario",
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"body": "…ity)\n\nBrings the FastAPI wrapper up to CLI parity for the v0.8.0 sprint features so\n\"three surfaces, one engine\" holds at ship.\n\n/reconcile:\n - new Form params reconcile_identity_fields (SOL-103 identity guard) and\n reconcile_key (SOL-104 key alignment)\n - key-mode orphan artefacts surfaced as\n[…]\n test-suite/test_api.py (private repo): +7 -> 24 total, uncommitted\nuntil Path C two-repo push. quick_check 10/10; test_api 24/24.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(api): expose reconcile-v2 + impact over the HTTP API (v0.8.0 par…",
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"headline": "Merge branch 'claude/reconcile-orphans-html'",
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"headline": "Merge branch 'claude/sol-105-impact-html'",
"author_name": "Angus McNab",
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"headline": "Merge branch 'claude/sol-105-impact-artefacts'",
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"headline": "Merge branch 'claude/sol-105-impact-core'",
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"headline": "Merge branch 'claude/sol-104-key-alignment'",
"author_name": "Angus McNab",
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"oid": "c13e61b9b822c59798fbf3de9dd84d67cb3a0ab2",
"body": null,
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"headline": "Merge branch 'claude/sol-103-identity-guard'",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-06-28T21:38:47Z",
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"oid": "4844d657fccee8eca0fb3e269a107831c1af7055",
"body": "…iling)\n\nDocuments the performance/scale boundary a buyer's data engineer will ask\nabout: key alignment is an O(N+M) in-memory hash join (not pairwise);\nceiling is machine RAM, not a row count — roughly low-millions-of-rows on\na typical workstation, memory-bound before speed. No streaming I/O (out of\nscope); not yet benchmarked at that range. No throughput figures quoted\n(unbenchmarked = unbackable per register).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(reconcile): add Scale note (in-memory hash join, memory-bound ce…",
"author_name": "Angus McNab",
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"oid": "ad57b9b7df6364a97083262ac2aac8ddcb55af03",
"body": "Reader hit the gap — the terms were referenced (flag tables, flow\ndiagram) but never defined up front. Adds a 'Baseline vs candidate'\nsection near the top: current/--rules/before vs proposed/--impact-rules/\nafter, arrow-direction reading, and the main-vs-PR real-world mapping.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(impact): define baseline vs candidate explicitly",
"author_name": "Angus McNab",
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"oid": "e8d8775b1d7d57d7bb494d6e8c36f10b5ea4ed48",
"body": "…te 10\n\nTwo approved follow-ons completing the reconcile-v2 / impact release:\n\n1. Orphans HTML section (SOL-104 follow-on, mockup-approved 28 Jun).\n reconcile_html.py renders FinLang-side and ML-side orphan tables below\n the mismatch table when key-mode produces orphans, with orphan counts\n in\n[…]\nLIST.md, both\n showcase scripts, CLAUDE.md + AGENTS.md headers\n- 10/10 daily gate green (Gate 10 = 50 tests); orphans test passes\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(reconcile): orphans section in HTML report + wire impact into Ga…",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-06-28T13:31:36Z",
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"oid": "f4ca87fb0e9258712191a46ca75f701a50479854",
"body": "Impact analysis HTML report (SOL-105 Branch 3, mockup-approved 28 Jun).\nNew impact_html.py renders an ImpactResult as a self-contained report:\namber \"REVIEW REQUIRED\" / green \"NO BEHAVIOURAL CHANGE\" banner, headline\ncards, transition matrix, per-rule deltas, prominent attribution-only\nsection, cappe\n[…]\nap +\n CSV-keeps-all, green banner on no-change; --impact-html validation)\n- 10/10 daily gate green; 16/16 impact standalone green\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(impact): self-contained HTML report via --impact-html",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-06-28T13:15:25Z",
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"body": "DOCUMENT_MAP catch-up for the sprint: impact.py file-inventory row\n(diff semantics, schema impact/1, update-when triggers); reconcile.py\nrow extended with identity-guard + key-alignment surfaces;\ntest_reconcile.py row 19 -> 33 with the new coverage; test_impact.py\nrow added (13 standalone, gate wiring pending Rule-4 approval);\narchitecture line 3 gains impact analysis.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(map): inventory rows for impact.py + SOL-103/104/105 test surfaces",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-06-10T12:49:23Z",
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{
"oid": "9e0df80ef0bda78675b6e8fab79dffb98d06df46",
"body": "Impact analysis artefact layer (SOL-105 Branch 2). Written to\n--impact-output-dir on every impact run.\n\n- impact_report.json: versioned schema (impact/1); run metadata\n (finlang version, UTC timestamp, input + both rulepack basenames);\n SHA-256 of the rule TEXT each pass consumed - computed over t\n[…]\ntribution scenarios).\n- Docs sweep start: cli_reference.md + flags.md impact sections.\n Full impact.md page lands with Branch 3 (mockup-gated).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(impact): JSON + CSV artefacts — schema impact/1, rule-text hashes",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-06-10T11:43:49Z",
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{
"oid": "2f474f35bbed2efc0ed87b22372fdea6873dec58",
"body": "One frame, two passes, in-process (SOL-105 Branch 1). The same\nnormalised input runs through baseline (--rules) and candidate\n(--impact-rules) rulepacks; a vectorised diff reports what the change\ndoes before it goes live.\n\n- Behavioural change = any difference in (category, flags, status);\n flags c\n[…]\n flag validations). Standalone\n per the test_api.py precedent - gate wiring is a deliberate\n orchestration decision pending explicit approval.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(impact): rule-change impact analysis core via --impact-rules",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-06-10T11:25:44Z",
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{
"oid": "8c5d6573b63093fb660186f3aea1503db4f3faff",
"body": "Key-based row alignment with orphan detection (SOL-104). Opt-in;\npositional remains the default. Rows match by canonicalised composite\nkey (amounts numeric, dates ISO, text case-insensitive — same contract\nas the identity guard). Row counts may differ; unmatched rows are\nreported as orphans. Flag na\n[…]\n-choice\n guidance, limitations recast), cli_reference, flags, faq; count\n sweep across test-suite scripts, TEST_SUITE.md, DOCUMENT_MAP, README\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(reconcile): key-based alignment via --reconcile-key",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-06-10T11:14:00Z",
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"oid": "9da2628d266102c5cea554ff894a284dda668f3e",
"body": "Positional identity verification before field comparison (SOL-103).\nWhen the configured identity fields (e.g. date,amount,counterparty)\nmisalign between FinLang and ML output, reconcile refuses to report:\nexit 1 (structural), reconcile_identity_failures.{csv,json} written,\nnormal mismatch artefacts \n[…]\nrecast (reconciliation.md),\n cli_reference, flags, faq, workflows; count sweep across test-suite\n scripts, TEST_SUITE.md, DOCUMENT_MAP, README\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(reconcile): identity guard via --reconcile-identity-fields",
"author_name": "Angus McNab",
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"oid": "9dd6e3277cce028790f3a3d3c24be39c4727d3e9",
"body": null,
"is_bot": false,
"headline": "Merge branch 'claude/readme-v0.7.9-polish'",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-20T21:36:12Z",
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"oid": "222eff754e4d83a9ff815e982af4954fa8227e78",
"body": "…aming\n\n- New 'What this is for' section after Overview frames FinLang as a\n deterministic challenge layer for ML categorisation pipelines, with\n three-surfaces-one-engine framing (CLI / Python subprocess /\n self-hosted FastAPI).\n- Key Features header bumped v0.7.8 -> v0.7.9; new FastAPI Wrapper \n[…]\n cols)' inline at first\n appearance; 5M x 50 / ~27.9K row/s enterprise benchmark preserved\n as the general-CSV reference figure.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): v0.7.9 polish — version sweep + narrative + evidence fr…",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-20T21:36:12Z",
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"oid": "bd67d3dee463930d020cedfbd3f19281add8a55c",
"body": null,
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"headline": "Merge branch 'claude/extend-cleanroom-api'",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-18T21:17:39Z",
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"oid": "87b45d3f4fdd9fd6dfd310bc44ed09e1fcec3dae",
"body": "Reflects extension of test-suite/cleanroom_test.ps1 to add Gate 5 —\nfinlang-api launches, /health returns correct version + cli_resolved=true.\nMirrors v0.7.9 release-day manual mini-cleanroom (now automated).\n\nLive-tested against v0.7.9 PyPI install: 5/5 PASSED, 175.3s total.\nGate 5 ran in 1.8s (pol\n[…]\n1/Phase 2\nframing recast (~45-60 min); RELEASE_CHECKLIST.md alignment notes\n(CI presence, canonical-doc rule, v0.7.9 backup miss).\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(map): cleanroom now validates 5 gates (incl. API surface)",
"author_name": "Angus McNab",
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"headline": "Merge branch 'claude/release-day-doc-sweep'",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-18T19:44:35Z",
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"oid": "b157185384c706da94d70dffed4011a386f8aceb",
"body": "…erred pending register recast)\n\nBumps 'Last verified:' header from v0.7.8 → v0.7.9 on 10 technical docs\nthat are clean against the v0.7.9 register discipline:\n\n- amount_synthesis.md\n- flags.md\n- growth_loop_best_practices.md\n- i18n_examples.md\n- mapping_guide.md\n- rule_language.md\n- rulepacks.md\n- \n[…]\nd reconcile framing —\nleft as-is.\n\nbenchmarks.md kept at v0.7.7 (not re-validated; per RELEASE_CHECKLIST\nStep 2.5 exclusion list).\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: bump version stamps to v0.7.9 (reconciliation.md and faq.md def…",
"author_name": "Angus McNab",
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"committed_at": "2026-05-18T19:42:46Z",
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"oid": "dc46fcada568f7e857e3bddf6f4c36731e7fec01",
"body": null,
"is_bot": false,
"headline": "docs: stamp v0.7.9 release date",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-18T19:24:57Z",
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{
"oid": "cfb0e0dd6095872e729c7766b86ea80d62293895",
"body": null,
"is_bot": false,
"headline": "chore(release): stamp v0.7.9 release date",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-18T19:24:56Z",
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{
"oid": "0804eb967b71f41206bf0018599c044f164f8595",
"body": null,
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"headline": "Merge branch 'claude/release-notes-v0.7.9'",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-17T19:22:23Z",
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{
"oid": "bc146a9aca3ccef3a0c1fabbe9a62bdecab0c526",
"body": "Release notes file: docs/release_notes/release_notes_v0_7_9.md\n('Three Surfaces, One Engine').\n\nStructure (per spec): Headline → Released TBC → What's New → Why This\nMatters → What Hasn't Changed → Coming Next → How to Upgrade → Migration\nNotes → Acknowledgements.\n\nHeadline + opening beat used verba\n[…]\nerence.md — sample /health response version\n '0.7.8' → '0.7.9' so the example matches what the v0.7.9 install\n actually returns.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: release notes for v0.7.9 + pre-release polish pass",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-17T19:16:01Z",
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"oid": "46174c8cb5b8be9d76fec0b6ad845efef7d880cb",
"body": null,
"is_bot": false,
"headline": "Merge branch 'claude/pre-release-doc-sweep'",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-17T10:31:26Z",
"body_truncated": false,
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{
"oid": "427dc4f8983f0826a80ca19b9fc1417190e7aea9",
"body": "Closes 7 accumulated doc-sync misses across v0.7.7 / v0.7.8 / v0.7.9, and\nadds two preventative Common Change Scenario rows so the same gaps don't\nrecur.\n\ninstall.md (4 fixes):\n- Header 'Last verified: v0.7.8' → 'v0.7.9 (target)'\n- Python version range '3.10–3.12' → '3.10–3.14' (matches pyproject.to\n[…]\nth files\n\nRoot cause noted: the Change Scenarios table is the spirit-guide's table\nof contents, and gaps in it become gaps in execution. The two new\nscenarios close the next iteration of this pattern.",
"is_bot": false,
"headline": "docs: pre-release doc sweep — DOCUMENT_MAP + install.md",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-17T10:28:42Z",
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{
"oid": "7cb2ffb86d18fdf92346b1dc5f0570c52b9e4a88",
"body": null,
"is_bot": false,
"headline": "Merge branch 'claude/sol-041-api-wrapper'",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-15T17:37:32Z",
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{
"oid": "4bddbae4b1d946922ea4b6b37b138ccde9248b0f",
"body": "… response\n\nPre-release UX fix surfaced by buyer-feedback loop: viewing the reconcile\nHTML report from the API previously required a 5-step extract-and-clean\nsequence (POST → parse JSON → extract report_html field → write to disk →\nunescape \\n / strip JSON wrapping → open in browser). Saving the res\n[…]\n10/10 quick_check pass (146.7s) — engine intact post-API addition\n- Path-leak grep clean\n- No new Phase 1/2 reconcile framing\n- format=json default preserves existing behaviour for all current callers",
"is_bot": false,
"headline": "feat(api): add ?format=html query param to /reconcile for direct HTML…",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-15T16:21:05Z",
"body_truncated": true,
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{
"oid": "f83f13b9382aa99026911744d3254a8173b53089",
"body": "Matches the SOL-040 Branch 4 precedent — version bump lands on the\nbuild branch so Path C release-day is just tag/push/build/twine, not\ntag/push/build/twine + scrambling to remember the version bump.\n\nSync points bumped:\n- src/finlang/__init__.py (`__version__`)\n- pyproject.toml (`version`)\n- src/fi\n[…]\ntry stays at '[Unreleased] — target v0.7.9 (fast-follow)';\nthe header rename to '[0.7.9] - <date>' happens on Path C release-day\nwhen the actual date is known. Same pattern as v0.7.8 release Saturday.",
"is_bot": false,
"headline": "chore(release-prep): bump version 0.7.8 → 0.7.9 across 5 sync points",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-12T17:27:48Z",
"body_truncated": true,
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{
"oid": "7b8167b20b61d12cd46499d8326e067044a61b74",
"body": "Document the SOL-041 FastAPI wrapper.\n\nAdds user-facing API workflow docs and full endpoint reference, then\nlinks the API surface from README, CLI reference, CHANGELOG, and\nDOCUMENT_MAP.\n\nNotes:\n- API is a thin subprocess wrapper over existing CLI entry points.\n- API tests are tracked as a standalone 15-test gate.\n- Orchestration totals remain unchanged at 137 tests / 10 gates.",
"is_bot": false,
"headline": "docs: add FastAPI wrapper documentation",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-12T17:07:41Z",
"body_truncated": false,
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{
"oid": "3d4719160dbb16a6c3fa31dcc7ce0005bb968e65",
"body": "Three small fixes from the four-AI review of Commit 3:\n\n- /reconcile: whitelist exit codes {0, 3} rather than blacklist {1, 2},\n so future unmapped exits can't fall through to HTTP 200 with a bad\n exit_code in the body. Closes a theoretical gap that becomes real if\n SOL-103 (identity guard) intro\n[…]\nring: soften the 'new CLI flags become available with\n no API code changes' claim — endpoints have explicit Form() params,\n new flags need new params. The wrapper is curated, not auto-\n forwarding.",
"is_bot": false,
"headline": "Review tightening pass (panel review pre-docs)",
"author_name": "Angus McNab",
"author_login": "angusmcnab",
"committed_at": "2026-05-12T16:25:30Z",
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"source": {
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"note": null,
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{
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{
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"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 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "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": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "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": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:finlang@0.8.3 runtime dependency closure — what installing the published package pulls in — 4 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
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}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:finlang@0.8.3",
"assessed": 4
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 4,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 4,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 1
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 38,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 36,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.68,
"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": "68 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 36.3,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 68,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 32,
"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": 0.44,
"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": "44 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
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"sampled": 100
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}
],
"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": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 53,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 66553,
"source_files_sampled": 28,
"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": "1/28 source files over 60KB",
"points": 53,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
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"sampled": 28,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"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": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"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": "2026-07-27T17:50:44.209418Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/FinLang-Ltd/finlang.svg",
"full_name": "FinLang-Ltd/finlang",
"license_state": "standard",
"license_spdx": "AGPL-3.0"
}