公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-31 21:45 UTC

wesleysimplicio / simplicio-loop

🔁 Finishes your entire backlog while you sleep. The AI orchestrator that DOES the work end-to-end on ANY LLM — discover → implement → verify → merge → 24/7 — behind safety gates, at up to 90% fewer tokens. 48 extension points. Not a chatbot. A worker.

PythonMIT★ 10 星标⑂ 2 复刻始于 2026年6月在 GitHub 上查看 ↗

wesleysimplicio/simplicio-loop 的健康指数为 100 分中的 53 分,处于「中等」区间。 其得分最高的类别是Vitality(71/100),最低的是Security(24/100)。 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。

53
总分 / 100
中等

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。

53
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)
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。

所有权

Wesley Simplicio个人账户
18 关注者74 个公开仓库始于 2013年12月

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPIsimplicio-loop3.38.133,430410 天前aiagentorchestratorllmclaudecursorautomationralph-looptoken-economycli

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?

71良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
4.8/36提交节奏 — 52 周中有 7 周有提交
18/18提交量 — 最近一年 854 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_year854
human_commit_share1
days_since_last_push0
active_weeks_last_year7

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 86 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 0.5 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count86
latest_release_tagv3.38.13
releases_from_tags
days_since_latest_release0
mean_days_between_releases0.5

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?

46存在风险 · 占总体的 18%
评分方式
15.5/60星标 — 10 个星标
0/25复刻 — 2 个复刻
0/15关注者 — 1 位关注者
所用输入
forks2
stars10
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
47.1/80月度下载量 — pypi 合计每月 3,430 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
packagessimplicio-loop
dependents
ecosystemspypi
total_downloads
monthly_downloads3,430
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?

59中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
1.8/22.5提交分布 — 头号贡献者编写了 92% 的提交
4.1/13.5贡献者广度 — 3 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_sampled3
top_contributor_share0.92
评分方式
41.6/46.8议题解决 — 89% 的议题已关闭
37.1/38.3PR 接受 — 已裁定的 PR 中 567/584 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/22 approved changesets -- score normalized to 0
所用输入
merged_prs567
open_issues38
closed_issues307
issue_closed_ratio0.89
closed_unmerged_prs17
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
9.2/25所有者影响力 — wesleysimplicio 有 18 位关注者
25/25既往记录 — 74 个公开仓库,账户约 12 年
所用输入
followers18
owner_typeUser
is_verified
owner_loginwesleysimplicio
public_repos74
account_age_days4,622
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
评分方式
25/25已发布且可解析 — 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 — 41 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
packagessimplicio-loop
ecosystemspypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

54中等 · 占总体的 20%

工程实践

24危急
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 — 0 out of 22 merged PRs checked by a CI test -- score normalized to 0
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://simpleti.com.br/simplicio-loop/
10/10仓库描述
10/10主题标签 — 19 个主题标签
10/10Wiki
所用输入
topicsai-agent, autonomous-agents, claude-code, codex, gemini, llm, orchestrator, skill, token-optimization, agentic-ai, ai, anthropic, automation, devtools, mcp, cursor, gpt, hermes, openclaw
has_wiki
homepagehttps://simpleti.com.br/simplicio-loop/
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?

24危急 · 占总体的 16%

安全态势

24危急
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
0/2.5CI-Tests — 0 out of 22 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/22 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 — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — 无数据
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate2.4
已排除计分(无数据或不适用):branch_protection, dangerous_workflow, packaging, 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?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。

62中等 · 占总体的 0%
评分方式
45/45代理指令 — .cursor/rules/simplicio-loop-operator-flow.md, AGENTS.md, CLAUDE.md, GEMINI.md
15/15机器可读文档(llms.txt) — 存在 llms.txt
40/40可读的提交历史 — 100 次人类提交中有 97 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.97
agent_instruction_files.cursor/rules/simplicio-loop-operator-flow.md, AGENTS.md, CLAUDE.md, GEMINI.md
agent_instruction_max_bytes9,016
评分方式
12.6/18一条命令的引导启动 — rust/simplicio-supervisor/Cargo.toml(工具链约定,无任务运行器)
22/22自动化测试
0/11Lint / 格式化配置
0/11静态类型检查
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesCargo.lock
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifestsrust/simplicio-supervisor/Cargo.toml
dependency_bot_commit_share0
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 902 个源文件中有 7 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes287,787
source_files_sampled902
oversized_source_files7

机器可读接口

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

关键数据

10GitHub 星标
3贡献者
854最近 12 个月提交数
0距最近推送天数
86发布版本数
1巴士系数(bus factor)
38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
  • deps.dev does not index pypi:simplicio-loop@3.38.13; advisories assessed against the repository dependency graph instead

更多细节

OpenSSF Scorecard 2.4 / 10
2.4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 · 2026-07-31 21:44 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
0CI-Tests0 out of 22 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/22 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
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
不适用Token-PermissionsNo tokens found
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 4
注册表软件包版本约束清单文件
PyPIsimplicio-cli>=0.18.1pyproject.toml
PyPIsimplicio-mapper>=0.26.1pyproject.toml
PyPIsimplicio-fast>=2.0.18pyproject.toml
PyPItiktoken>=0.12.0,<1pyproject.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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          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-29T19:56:54Z",
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        },
        {
          "oid": "6baa998e77ad35cfede10685a2283aa2530fb1cf",
          "body": "Interpretation report for 5-issue x 5-lane bench: Fast is part of STRICT loop, MCP is bus not compressor, savings % depends on baseline size.",
          "is_bot": false,
          "headline": "docs: publish loop-stack economy PDF (pizza/bars/barramento)",
          "author_name": "Simplicio, Wesley (ext)",
          "author_login": null,
          "committed_at": "2026-07-29T01:56:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fa8bd0cc12a2b4f2ef715216c6cdd63d992de23",
          "body": "release: simplicio-loop 3.38.10",
          "is_bot": false,
          "headline": "Merge pull request #868 from wesleysimplicio/release/3.38.10",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-29T00:55:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8536c07ed74f89051e32996b0cd96330b32055a4",
          "body": "…ime optional)\n\nForce Runtime MCP for token economy when simplicio is available; REQUIRE_RUNTIME/EXECUTION_PROFILE stay auto so standalone loop never requires Runtime.",
          "is_bot": false,
          "headline": "release: simplicio-loop 3.38.10 (MCP force when Runtime present, Runt…",
          "author_name": "Simplicio, Wesley (ext)",
          "author_login": null,
          "committed_at": "2026-07-29T00:54:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f40b6e6caf157ce7af4502e66ce2856155623155",
          "body": "…tional\n\nfix(loop): Runtime optional — MCP force only when present",
          "is_bot": false,
          "headline": "Merge pull request #867 from wesleysimplicio/fix/mcp-force-runtime-op…",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-29T00:53:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5d27d672932d3ec9b52bc0dadfc927b360a6955",
          "body": "REQUIRE_MCP no longer implies Runtime is mandatory. EXECUTION_PROFILE=auto; action_gate enforces MCP-first only when simplicio is on PATH; standalone mapper+dev-cli continues without Runtime.",
          "is_bot": false,
          "headline": "fix(loop): Runtime optional — MCP force only when simplicio present",
          "author_name": "Simplicio, Wesley (ext)",
          "author_login": null,
          "committed_at": "2026-07-29T00:53:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "779a713bec04b1c27941a0bd4f99988a8876c619",
          "body": "feat(loop): FORCE Simplicio Runtime MCP on every LLM host",
          "is_bot": false,
          "headline": "Merge pull request #866 from wesleysimplicio/feat/force-simplicio-mcp",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-29T00:48:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd9a2e1392612df3f9d42693b91277ad48cc09b5",
          "body": "Wire SIMPLICIO_REQUIRE_MCP / SIMPLICIO_MCP_FORCE like STRICT: host-rule surfaces, loop-env, mcp_force_sync registration, and PreToolUse action_gate blocks bulk host Read/Grep/cat of source so agents use simplicio_map/search/memory/gate/edit for token economy.",
          "is_bot": false,
          "headline": "feat(loop): FORCE Simplicio Runtime MCP on every LLM host",
          "author_name": "Simplicio, Wesley (ext)",
          "author_login": null,
          "committed_at": "2026-07-29T00:47:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7eabe544959691dd1ce0707b5228e94be6d2c8b",
          "body": "…#865)\n\nAdd comparative table (wall time, est. tokens ~90% savings, commands) and\nlink the PDF under docs/evidence for the simplicio-agent #17 P0 slice.\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
          "is_bot": false,
          "headline": "docs(readme): publish measured issue #17 loop vs baseline benchmark (…",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-29T00:36:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14057a0e453f90866deec7ca11e04d54dfff7dbb",
          "body": "…) (#864)\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
          "is_bot": false,
          "headline": "release: simplicio-loop 3.38.9 (multi-LLM floor + client integrations…",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-29T00:25:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f03920ec0456157ba312043ed385365c6a191d1c",
          "body": "…ks (#863)\n\n- packaging/host-rules + host_rule_sync for Claude/Codex/Grok/Cursor/VS Code/Antigravity/Kiro/Hermes\n- arm_drain_prism.py for multi-slot drain scratchpad\n- install_lib: grok runtime, stronger entry block, action_gate PreToolUse, auto rule sync\n- MULTI_LLM_CONTRACT.md; Orca remains client opt-in only\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
          "is_bot": false,
          "headline": "feat(loop): multi-LLM host floor — rules, Prism arm, Grok, STRICT hoo…",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-29T00:24:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f2a33127af0693353a26e6cbc6af22d58504ed0c",
          "body": "…862)\n\nRemove Orca lifecycle sync from the default runner path. Host integrations\n(Orca cards, boards, chat) enable only via SIMPLICIO_LOOP_CLIENT_INTEGRATIONS\nor .simplicio/client-integrations.json. Stop framing intake as Orca-required.\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
          "is_bot": false,
          "headline": "fix(loop): Orca off by default; client-requested integrations only (#…",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-29T00:18:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef3f5f3de2b57706d49b8d905e021b7fa3b328ec",
          "body": "Co-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
          "is_bot": false,
          "headline": "fix(loop): align version surface fallbacks to 3.38.8 (#861)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-29T00:04:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c64fa640d5ec6c97993a3ee243b9fda8210c9d00",
          "body": "Co-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
          "is_bot": false,
          "headline": "release: simplicio-loop 3.38.8 (Prism drain complete) (#860)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-29T00:01:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "10b995f7a30688b48da97e9d310fa2d563e83800",
          "body": "Maps each open Prism issue to modules and pytest commands that already\npass on main (73 tests). Pins remain cli>=0.18, mapper>=0.26, fast>=2.0.16.\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
          "is_bot": false,
          "headline": "docs(prism): measured close evidence for #845-852, #819, #801 (#859)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T23:59:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f3e3346ca80d3de42c4608cda7ef454d10bd47d",
          "body": "Consume the final Mapper 0.26.0 npm metadata correction and keep the Loop submodule manifest, documentation, receipt, and changelog synchronized.",
          "is_bot": false,
          "headline": "chore(prism): pin final Mapper 0.26.0 metadata (#858)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T23:42:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3dcddafe6cb67654c2e8dde29b3133c7a600e945",
          "body": "Consolidate the final Mapper 0.26.0, Dev CLI 0.18.0, and Fast 2.0.16 verified pins; align 3.38.7 distribution and bootstrap surfaces; preserve strict admission/dispatch gates; and serialize SQLite lease startup. Core gate: 4359 passed with zero regressions.",
          "is_bot": false,
          "headline": "fix(loop): verify final Prism operator pins and core gates (#857)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T22:49:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd3a5a35efa72300e4349f7c04a7ce4bdad63cd4",
          "body": "…y 3.38.7 (#856)\n\nRaise operator floors, sync version fallback, update component gitlinks, harden Windows subprocess/lock paths for Prism integrity and e2e benchmarks.\n\nCloses #851\n\nCloses #845\n\nCloses #846\n\nCloses #847\n\nCloses #848\n\nCloses #849\n\nCloses #850\n\nCloses #852\n\nCloses #819\n\nCloses #801\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
          "is_bot": false,
          "headline": "feat(loop): pin mapper 0.26 / cli 0.18 / fast 2.0.16 + Prism integrit…",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T21:43:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "324713e4137dc0cd12fb8e2e7173e10188a5dc51",
          "body": "Strict mode requires bound operators (mapper/cli/fast) and blocks host hand-edits when SIMPLICIO_LOOP_STRICT is set. Preflight and loop_stop enforce the stack. Orca lifecycle sync is disabled by default; enable with SIMPLICIO_LOOP_ORCA_LIFECYCLE_SYNC=1.\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
          "is_bot": false,
          "headline": "feat(loop): strict operator/runtime mode + Orca opt-in only (#855)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T20:33:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6afe6ad1501be2fe674f3edf4c3d6b0963f5095a",
          "body": "* feat(prism): freeze hierarchical execution contracts\n\nImplements the Python contract foundation for #845 with content-addressed Prism, slot, and task ownership types, HBP golden fixtures, fail-closed conformance cases, and authority documentation.\n\n* feat(prism): schedule accountable task agents\n\n\n[…]\nixture\n\n* fix(packaging): restore worktree cleanup mirror parity\n\n---------\n\nCo-authored-by: Codex <codex@openai.com>\nCo-authored-by: wesleysimplicio <6108320+wesleysimplicio@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Feat/prism execution 845 852 (#854)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T20:10:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0dcd74bcfea7b06629d54f11d3d64c62991c58af",
          "body": "* feat(prism): freeze hierarchical execution contracts\n\nImplements the Python contract foundation for #845 with content-addressed Prism, slot, and task ownership types, HBP golden fixtures, fail-closed conformance cases, and authority documentation.\n\n* feat(prism): schedule accountable task agents\n\n\n[…]\nixture\n\n* fix(packaging): restore worktree cleanup mirror parity\n\n---------\n\nCo-authored-by: Codex <codex@openai.com>\nCo-authored-by: wesleysimplicio <6108320+wesleysimplicio@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(prism): execução hierárquica, recovery, budgets e benchmark (#853)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T20:00:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "54db9edf78f9ad4dc6422ad259119c5bd1e48e6c",
          "body": "Document full-stack boundaries and evidence rules for the loop as the\necosystem convergence layer.",
          "is_bot": false,
          "headline": "docs: add canonical Simplicio ecosystem contract to AGENTS.md",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T19:05:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "179a66e783144fbf9c739f9f8f5709824de9b4dd",
          "body": null,
          "is_bot": false,
          "headline": "test(loop): audit Fast native backend receipt (#197) (#844)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T16:56:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3444611d74e820640106645fdfb20c8b458b0696",
          "body": "* feat(loop): audit Fast generation receipts (#196) (simplicio_loop/fast_receipt_audit.py)\n\n* feat(loop): audit Fast generation receipts (#196) (tests/test_fast_receipt_audit_196.py)",
          "is_bot": false,
          "headline": "feat(loop): audit Fast generation receipts offline (#843)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T16:52:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7b726c489dd2bfe570db6a630c79b2d6104ef67",
          "body": "* feat(loop): admit Mapper context packets through Fast (#383)\n\n* test(loop): verify context packet admission bindings (#383)",
          "is_bot": false,
          "headline": "feat(loop): admit Mapper context packets through Fast (#842)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T16:47:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1636235aaaeaa1c7b52a0e4e0f51629de8965ab",
          "body": "Closes #794. Adds metadata-only LiteRT detection, Runtime-owned CPU/GPU/NPU leases, bounded fair queues, backpressure, cancellation, explicit fallback, receipts, load benchmark and two-host E2E.",
          "is_bot": false,
          "headline": "feat(loop): add Runtime-owned LiteRT device fabric (#841)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T16:29:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0c733a863eca9afea9d443712de9ad1522eea2f",
          "body": "Publishes clean-install raw baseline/integrated measurements, frozen environment and wheel hashes, deterministic fault injection, no-duplicate recovery, quality and dataset hash evidence.",
          "is_bot": false,
          "headline": "test(loop): publish integrated conformance benchmark (#816)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T16:28:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7bef68170f871af3acd89c92a4757aa0db0b5d8",
          "body": "Adds generic address/capability/envelope contracts, real Hookwall routing, bounded recovery with immutable addenda, mandatory quality evidence, installed single/cross-repo E2E and measured 1/20/100/600 stress.",
          "is_bot": false,
          "headline": "feat(loop): complete canonical Agent Fabric (#765)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T16:20:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "677846da1ec75f4b8e7fbb70c68c81707c145b9c",
          "body": "Persists installed-wheel E2E and measured 0/1/100/10k-gap, 10k-address and 1/20/100-slot cross-repository benchmark evidence.",
          "is_bot": false,
          "headline": "test(loop): prove installed Mapper Fast Loop custodian flow (#784)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T16:11:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f012624c82072a95aa15ff2b81e4e31ef53f43e",
          "body": "Closes #785. Adds replay-bound terminal authority, installed artifact/source re-query, regression invalidation, explain, 600-item stress and Completion Auditor selftest coverage.",
          "is_bot": false,
          "headline": "feat(loop): enforce Work Gap completion authority (#837)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T16:11:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65b209cd7507ea19a531a706243be3334e2e7d70",
          "body": "Adds atomic lifecycle persistence, real Hookwall pre/post gating, idempotent replay, cancellation, TTL and bounded backpressure.",
          "is_bot": false,
          "headline": "feat(loop): host Hookwall-gated custodians (#784)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T15:58:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "159e9b602ef80ea34ff881b19e730b94d77d9c23",
          "body": "Closes #815. Adds impact-driven validation, content-hash cache invalidation, fail-closed promotion, receipts, metrics, tests and measured benchmark.",
          "is_bot": false,
          "headline": "feat(loop): add progressive impact validation (#835)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T15:53:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11569cff3d04f7c4eb90d1ae01b52028a65dbc89",
          "body": "Durable atomic idempotency/effect ledger, sealed mutation envelope, fail-closed replay/tamper controls, rollout receipts, cross-repo inventory, and measured benchmark.",
          "is_bot": false,
          "headline": "feat(loop): persist Hookwall effect boundary (#783)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T15:49:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e9b903fd0fae86543ca980d2efde4a6f48de24e3",
          "body": "Adds canonical SHA-256 HBP receipts, previous-hash chaining, full run bindings, AC evidence mapping, offline verification and independent completion verdicts.\n\nCloses #813.",
          "is_bot": false,
          "headline": "feat(loop): add offline HBP completion oracle (#813)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T15:39:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89a84bb2ed529d11d864bb167e444d5e7e45dacb",
          "body": "Adds unit/origin/null-reason telemetry, causal correlation, redaction/cardinality controls, crash-durable hash-chained JSONL, reconciliation and a measured fsync-inclusive overhead receipt.",
          "is_bot": false,
          "headline": "feat(loop): privacy-bounded stage telemetry (#814)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T15:39:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f493db41623fe16aff788581600ca0bf93b29773",
          "body": "Closes #812. Adds typed retry budgets, causal fresh-fence attempts, effect reconciliation, cancellation receipts and model-free technical recovery.",
          "is_bot": false,
          "headline": "feat(loop): add typed recovery controller (#829)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T15:36:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0b8e46dcff9296dee840865fea80117a1d0601c",
          "body": "Adds doctor-evidence discovery, stage requirements, deterministic ranking, verified Rust/Python parity, policy/offline denial, explicit fallback and reproducible dry-run receipts.",
          "is_bot": false,
          "headline": "feat(loop): evidence-backed executor negotiation (#811)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T15:33:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16c6f210377a0314fb85886ce1913981578227c8",
          "body": "Adds hard/soft hierarchical budgets, reason-coded context expansion, span provenance/deduplication, Fast paging receipts and a measured offline benchmark.\n\nCloses #810.",
          "is_bot": false,
          "headline": "feat(loop): add adaptive context budget controller (#810)",
          "author_name": "Wesley Simplicio",
          "author_login": "wesleysimplicio",
          "committed_at": "2026-07-28T15:32:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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      }
    ],
    "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",
    "deps.dev does not index pypi:simplicio-loop@3.38.13; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T21:45:04.791881Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/w/wesleysimplicio/simplicio-loop.svg",
  "full_name": "wesleysimplicio/simplicio-loop",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 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PyPI.