公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-29 12:37 UTC
usestapel / stapel-agent
LLM facade for the Stapel framework: provider-swappable completions & translation, prompt ledger with token accounting
usestapel/stapel-agent 的健康指数为 100 分中的 51 分，处于「中等」区间。 其得分最高的类别是Vitality（68/100），最低的是Sustainability & Governance（34/100）。 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。
51
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。
51
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 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | stapel-agent | 0.7.0 | - | 21 | 0 天前 | djangostapelllmanthropicopenaitranslation |
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？
68
开发活跃度
54中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 2.8/36 | 提交节奏 — 52 周中有 4 周有提交 |
| 14.7/18 | 提交量 — 最近一年 42 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — project was created within the last 90 days. Please review its contents carefully |
所用输入
| commits_last_year | 42 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 4 |
发布纪律
88优秀
评分方式
| 16.2/27 | 有发布版本 — 24 个版本标签（无 GitHub 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 0.6 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 24 |
| latest_release_tag | v0.7.0 |
| releases_from_tags | 是 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0.6 |
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？
40
流行度与采用
1危急
评分方式
| 0/60 | 星标 — 0 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 | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
85优秀
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 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 | 是 |
| has_pull_request_template | 否 |
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？
34
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
1危急
评分方式
| 0/46.8 | 议题解决 — 没有议题或无数据 |
| 0/38.3 | PR 接受 — 没有已裁定的拉取请求或无数据 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
已排除计分（无数据或不适用）：议题解决, PR 接受。 其余权重已重新归一化。
所有权与托管责任
43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 — usestapel 有 1 位关注者 |
| 11.2/25 | 既往记录 — 31 个公开仓库，账户约 0 年 |
所用输入
| followers | 1 |
| owner_type | Organization |
| is_verified | — |
| owner_login | usestapel |
| public_repos | 31 |
| account_age_days | 35 |
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 — 21 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 | stapel-agent |
| 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？
66
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
75良好
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| 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？
47
安全态势
47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 |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 5/5 | Security-Policy — security policy file 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 | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.7 |
已排除计分（无数据或不适用）：ci_tests, signed_releases。 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？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。
57
AI 代理上下文与指引
40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） |
| 40/40 | 可读的提交历史 — 45 次人类提交中有 45 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 | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — py.typed |
| 0/10 | 可复现环境 |
| 10/10 | 已体现的代理实践 — 最近 45 次提交中有 40 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 | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | py.typed |
| agent_commit_share | 0.889 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
82良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（py.typed） |
| 55/55 | 可控的文件大小 — 采样的 119 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 48,597 |
| source_files_sampled | 119 |
| oversized_source_files | 0 |
关键数据
0GitHub 星标
1贡献者
42最近 12 个月提交数
0距最近推送天数
24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
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:stapel-agent@0.7.0; advisories assessed against the repository dependency graph instead
更多细节
OpenSSF Scorecard 4.7 / 10
4.7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 |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 10 | Security-Policy | security policy file 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 2
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | stapel-core | >=0.15.11,<1.0 | pyproject.toml |
| PyPI | pydantic | >=2,<3 | 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
原始 JSON 报告 机器可读
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"oid": "001b93f05b3f4c23b162952d639fcd2ed00a86dc",
"body": "Вторая волна порта. Восемь таблиц ставок приехали с diff = 0: у каждой\nзаписано, когда ставка последний раз сверялась с прайс-листом вендора, и\nкакие надбавки НЕ смоделированы. estimate_cost() возвращает None для\nнепрайсованной модели, а не выдуманный $0.00 — выдуманный ноль хуже\nчестного «не знаю»,\n[…]\nе приехала —\nим нужны реестр моделей и реестр адаптеров, которых у нас ещё нет.\nОтмечено в ведомости построчно.\n\n816 тестов зелёные.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: прайсинг провайдеров Игоря + pydantic-модель как схема",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-26T16:23:06Z",
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"oid": "88e77891bb3f856dfe4b5084ad48cb76f62790f5",
"body": "…айтово\n\nПервая волна порта лаборатории. Девять модулей приехали с diff = 0 к\nисходнику: восемь валидаторов сырых ответов провайдеров (assemblyai,\ndeepgram, elevenlabs, gladia, soniox, speechmatics, xai_stt, pyannote) и\nдетектор инъекционных маркеров. Вместе с ними приехали 22 его теста.\n\nПочему поб\n[…]\nr в чужом деплое. Теперь это проверяется тестом в обе\nстороны — и на забытый пакет, и на призрак от удалённого.\n\n796 тестов зелёные.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: провайдерская валидация и safety-маркеры Игоря — перенесены поб…",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-26T15:21:06Z",
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{
"oid": "e29a00043c1f53a266efac6c855b3b49849a150c",
"body": "Igor's harness declares provider-response validation and LLM-authored\ncontracts as pydantic v2 models with extra=forbid plus field and model\nvalidators. That behaviour is the contract: an unknown field must fail\nloudly rather than be dropped. Re-expressing those models as dataclasses\nor DRF serializ\n[…]\n in and the models travel verbatim.\n\nLanded before the port itself so the modules arriving next do not each\nhave to touch this file.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "deps: pydantic — the ported contracts ARE their validators",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-26T15:05:21Z",
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"oid": "e86a0eb027c8edd3bd04bdc2d2f805694c76c4ee",
"body": "…call\n\nPorted from the iron-benchmark harness, where the prompt-only path was\nmeasured failing in production (2026-07-03): asked for JSON in prose, a\nmodel returned valid JSON whose single `summary` field held the whole\nanswer as pseudo-XML while every structured field came back empty. It\nparsed. It\n[…]\nhe flag from a schema-capable parent turned\nthe guard into a TypeError until the subclass declared its own answer.\n\n772 tests green.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(providers): constrain the decoder to a JSON schema, or fail the …",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-26T14:20:33Z",
"body_truncated": true,
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{
"oid": "6e97349cea1ccc79164a29c2d04f7f460feb16a1",
"body": "check_providers доказывал, что DEFAULT_PROVIDER РЕЗОЛВИТСЯ, но не\nспрашивал, может ли он обслужить вызов. На стенде ironmemo дефолт был\n'anthropic' с ПУСТЫМ ключом и без бинаря claude: проверки зелёные, а\nкаждый llm.summarize падал — незаметно, потому что единственный\nпотребитель во флоте (шаг сумма\n[…]\nлать ни одного текстового вызова. Блокировать их — та же ложная\nтревога, что предупреждать о пире, с которым никто не разговаривает.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "release: stapel-agent 0.6.2 — зарегистрирован ≠ работоспособен (W009)",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-26T10:13:27Z",
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{
"oid": "68b7b8feb99eedb7ed164b16d126d245ec1361b4",
"body": "`llm.embed` rejected the one field its only real caller sends. When vector\nsearch was switched on for app.ironmemo.com, stapel-recordings started\nputting `model` into the embed payload — and `EMBED_SCHEMA` declared\n`texts`/`provider`/`timeout_seconds`/`provider_options` with\n`additionalProperties: f\n[…]\n minor: a newly accepted optional field, a route addition and an\nimport-order fix — no existing caller or adapter changes behaviour.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix the two bugs that made every embed call and every deploy fail",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-26T01:01:28Z",
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{
"oid": "efaf041508d4b93de52c35d15d8f52733f8c3b51",
"body": "…ssemblyAI biasing coverage\n\nAdds `pyannote-cloud`, the billed api.pyannote.ai job API, next to the\nself-hosted `pyannote-http` shim: media/input → presigned PUT (skipped\nwhen the AudioRef already has an http(s) URL) → diarize (the billing\nevent) → job poll, normalized through the same turns contrac\n[…]\nect keep sending.\n\nVerified: full suite green (12 new cloud-adapter tests on mocked\nrequests, 4 new AAI coverage tests), ruff clean.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "release: stapel-agent 0.6.0 — pyannoteAI cloud diarization + honest A…",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-25T08:53:21Z",
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},
{
"oid": "68ae2a6c79bfbe2f00e6ac3ae2db04288e265881",
"body": "RerankProvider ABC + NormalizedRerank (index into input docs, score-desc,\ndocs never round-trip, dup/out-of-range index fatal); deepinfra-rerank\nadapter (paired-arrays inference API — LIVE-VERIFIED against\nQwen/Qwen3-Reranker-8B: правильный док 0.995, кросс-язычный 0.647, борщ\nотсечён top_n) + reran\n[…]\n the subpackage; the verb lives at\nservices.rerank (PEP-562 shadowing dodge, documented).\n\n724 tests (+89), ruff clean, wheel contents verified.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "release: stapel-agent 0.5.0 — generic rerank seam (llm.rerank)",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-24T10:29:34Z",
"body_truncated": true,
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},
{
"oid": "18820f97d311717144a9c36140e2fe6cb2837f0e",
"body": "… were missing from the explicit packages list\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "release: 0.4.1 — fix wheel packaging: diarization/embeddings packages…",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-24T07:51:44Z",
"body_truncated": false,
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},
{
"oid": "3445120fbcdc3308d5e6b5b408655d767a356d84",
"body": "…rize / llm.embed)\n\nDiarizationProvider ABC + pyannote self-host HTTP adapter (speaker-count\nvalidation before the call, inverted-segment clamping, malformed-success\nfails loud — invariants ported from iron-benchmark a23d532; cloud job\nmachinery deliberately not ported). EmbeddingProvider ABC + open\n[…]\nP\nsurfaces, W-checks, PromptLog rows that never carry texts/vectors\n(privacy tested).\n\n635 tests green (+113), ruff clean, migration-lint clean.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "release: stapel-agent 0.4.0 — diarization + embeddings seams (llm.dia…",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-24T07:48:15Z",
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},
{
"oid": "5ca4e0383e97c67e577acf64773c70334a2a7925",
"body": "… provider adapters (deepgram/gladia/soniox/speechmatics/xai-stt)\n\nSeam: transcribe() keyterms + provider_options (caller-pin passthrough),\nsupports_keyterms capability, NormalizedTranscript.biasing counts-only\nmetadata (terms never leave the client-side block — privacy canon),\nschema/DTO/view/catal\n[…]\nm:weight rejected. Ported from the iron-benchmark\na23d532 reference pack (invariants, not harness plumbing).\n\n522 tests green (+73), ruff clean.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "release: stapel-agent 0.3.0 — generic STT vocabulary-biasing seam + 5…",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-23T07:29:06Z",
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},
{
"oid": "bf5d7151460550e21a644445bfa7010085f9efc5",
"body": "…em cap-widen)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "release: stapel-agent 0.2.11 — widen stapel-core cap to <1.0 (ecosyst…",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-21T23:49:12Z",
"body_truncated": false,
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},
{
"oid": "a6f90eb8f9067e6f651abf33e1a3df101ebdd8ab",
"body": "…-before-whitespace (studio L-1 live defects)\n\nReal haiku architect response broke both ways at once: the manifest's\ndocs/e2e markdown carried code fences inside a JSON string (non-greedy\nfence regex truncated it) and a shell-style line continuation between\nobject members. Strategy 5: greedy-fence/object/whole-text candidates,\nthen the same candidates with (?<!\\\\)\\\\(?=\\s) stripped — legitimate\nescaped backslashes survive.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "parsing: recover fenced JSON with inner ``` and repair lone backslash…",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-19T02:18:12Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "997b2ddcae40e81081e75147789f262a08f3e50b",
"body": "operations_total=5 (5 LLM facade APIViews, AST-counted HTTP methods).\n\nDerived mechanically from this repo's own conf.py DEFAULTS, urls.py/\nviews.py (router registrations, @action decorators, per-view HTTP\nmethod defs), README.md/MODULE.md and pyproject.toml dependencies —\nno invented capabilities. \n[…]\nnowledge index\n(stapel-studio studio_cto), which only covered 10/25+ modules because\nthe stack_index sweep only picks up docs/capabilities.json.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: author capabilities.json for the stapel-catalog sweep",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-19T02:15:15Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "80bda18bf63ed54cd2aaee39efbf4c246636d1c0",
"body": "Fleet follow-up to core 0.12.0's legacy shim sweep. No source fixes\nneeded. Full suite green against core 0.12.0.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(release): 0.2.10 — raise stapel-core ceiling <0.12→<0.13",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-17T01:23:16Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e53c15efcabe11bf1b87b3949f748b54e7969968",
"body": "… stale hardcoded tuple\n\nThe release-track step asserted the resolved stapel-core version against a\nhardcoded (0,8)/(0,10) tuple that went stale every time the pyproject pin was\nbumped, permanently failing main CI while publish stayed green. Same fix\nalready landed in stapel-auth (ae47f32): parse the declared >=X,<Y range out\nof pyproject.toml at run time and assert the resolved version falls inside it.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "ci: release-track reads core pin floor/ceil from pyproject instead of…",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-16T23:25:05Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "05286d3ba79f98e210994d389ac1eaf2fb825c1f",
"body": "stapel-core 0.11.2 is additive for modules; suite green as-is.",
"is_bot": false,
"headline": "chore: core ceiling <0.11 -> <0.12 (0.11 fleet re-pin), patch bump 0.2.9",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-16T22:48:00Z",
"body_truncated": false,
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},
{
"oid": "4f13c6a5ccdbdf5cab44f9616d59814e3822b568",
"body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: v1 canon sweep §60 — urls_v1.py + api/v1/ mount (0.2.8)",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-16T12:45:33Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "b41f774ecea2c27bfc793339e01b2ca56961f84c",
"body": "HEAD had advanced past the v0.2.6 tag (CONFIG.MD commit) without a\nrelease; bump patch to publish, and fix stapel-core pin to match the\npublished 0.10.0 (old >=0.8,<0.9 no longer resolves against PyPI).\n\nCo-Authored-By: Claude Sonnet <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: core pin >=0.10,<0.11 + patch bump 0.2.7",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-11T19:09:18Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "c5923707c445cc209911cf0a7bd86a10361f34ce",
"body": "Per-module config registry (GFM table on `## stapel-agent`): every key\nstapel-agent reads through its AppSettings namespace, with source (env|vault),\npurpose, required flag and default. assemble_scaffold aggregates this into a\nscaffolded project's root CONFIG.MD so the config-lint gate and the advisor\nconfig surface see this module's knobs.\n\nCo-Authored-By: Claude Sonnet <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(config): add CONFIG.MD registry (static-scaffold-and-config.md §2)",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-11T15:36:20Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "b96dfa6d64b848ed6a7178378ed3e28ad6d53a4c",
"body": "…eld to patch by studio <0.3 floor)\n\nSemver-strictly a MINOR (new comm verb + new ABC surface), held to a PATCH\nby studio's stapel-agent<0.3 floor. Safe: all changes additive and\nbackward-compatible (speech_model defaults None, built-ins unchanged when\nunpinned, llm.stt_catalog is a new verb). A dedicated 0.3.0 + studio floor\nbump is deferred until a change that warrants breaking the floor.\n\nCo-Authored-By: Claude Opus <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: release 0.2.6 — STT model pin + stt_catalog (additive; minor h…",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-09T17:46:43Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "334d98722d3aea0516263e9af4bb615d92a641c1",
"body": "…erb (G7)\n\nG6 — SttProvider.speech_model class-attr pins a model per registration\n(the STT mirror of fixing a model on an LLM registration): it overrides\nthe provider's configured default (WHISPER_MODEL / ELEVENLABS_STT_MODEL /\nASSEMBLYAI_MODEL); None keeps the settings-driven behaviour. New\neffecti\n[…]\n no commitment).\n\nTests: +17 (base pin matrix, per-adapter pin overrides, catalog service +\nverb + schema). Suite 445 green; new code 100% covered.\n\nCo-Authored-By: Claude Opus <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(stt): per-registration speech_model pin (G6) + llm.stt_catalog v…",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-09T17:46:34Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "c18441206bd35d68b47b9c5ed04d10d6c4cfa38c",
"body": "…ive)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: release 0.2.5 — per-call max_tokens cap on llm.complete (addit…",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-09T13:46:04Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "8313ee8fa7793d6c997646e1e8bc9b932c1edf82",
"body": "A single global MAX_TOKENS (default 4096) is the wrong shape for\nmulti-role callers: long structured outputs (file manifests, review\nfindings with inline repro tests) get truncated mid-file at\nstop_reason=max_tokens and fail to parse downstream, while a global bump\noverpays every small call.\n\n- COMP\n[…]\n stays on its default.\n- Text-keyed prompt cache does not key on the cap (documented; the\n default policy caches translate only).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(comm): optional per-call max_tokens cap on llm.complete",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-09T13:45:48Z",
"body_truncated": true,
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},
{
"oid": "d0d16977d8d906690cc38e6084a072b69bea924e",
"body": "…ive)",
"is_bot": false,
"headline": "chore: release 0.2.4 — role tag on llm.complete payload schema (addit…",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-09T13:33:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "154e2d3e62af07080d28b3235da64ae5c301c726",
"body": "…er tag\n\nMulti-role pipelines tag every llm.complete call with the calling role\n(override/scripted providers are content-addressed by it; observability\nsplits usage by it). COMPLETE_SCHEMA's additionalProperties:false refused\nany tagged payload the moment comm schema validation was on — callers hit\n\n[…]\n/functions/llm.complete.json), must be a string, and is\nignored by the default completion pipeline (never forwarded to providers).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(comm): llm.complete schema admits an optional opaque `role` call…",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-09T13:32:55Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ce9d78f75762c0283b4ff9c0e07b0e28e0972de7",
"body": "Adds `make migration-lint` (stapel_tools.migration_lint . --strict) and a\nCI step next to Lint/Import check. The CI step ships commented-out with a\nTODO: no module repo's CI installs stapel-tools yet (not on PyPI under the\nnew org, no git-install mechanism wired anywhere) — same gap as every other\ns\n[…]\ndule, so this repo has zero migrations findings today. Run\n`make migration-lint` locally / at release-cut time until CI can fetch\nstapel-tools.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "ci: wire migration-lint gate (release-management.md §3)",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-09T11:32:57Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "c17187ce4666f2a151c88bee691c91a83b22b0fd",
"body": null,
"is_bot": false,
"headline": "docs: add PyPI badge to README",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-08T14:29:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a5c5a4a4b73498751806e90df189c6295c850fa4",
"body": null,
"is_bot": false,
"headline": "chore(release): 0.2.3",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-07T23:47:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "675eb27f6ab0847b0220b5bd13be9453ef5ea62b",
"body": "No behavior change.",
"is_bot": false,
"headline": "docs: reword internal provenance comments for consistency",
"author_name": "Victor Pasenchuk",
"author_login": "Pasenchuk",
"committed_at": "2026-07-07T23:24:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"body": "Admin-suite AS-5 sweep: PromptLog is a delivery/audit-log ledger (the\ndoc's own NotificationLog shape) written exclusively by the services.py\ncompletion pipeline, so it is decorated @access.ops and PromptLogAdmin\nnow subclasses stapel_core.django.admin.base.StapelModelAdmin instead of\nthree hand-rol\n[…]\nrrides. No @access.secret model\nexists here — every LLM/STT/image-gen API key is read lazily from\nsettings and never persisted to a model field.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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"full_name": "usestapel/stapel-agent",
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}