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Retrospectives
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Builds a weekly engineering retrospective from git history: commit counts, per-person contributions, work patterns and code quality numbers over a chosen window. | garrytan/ | 136k | — | ~2.4k | Automated safety check: Pass | MIT | today |
| 2 | Executes one selected story or bounded retrospective correction through an executable plan, or one authorized planless slice from a selected simple story or a contextual instruction, with… | terryyin/ | 2.5k | — | ~4.3k | Automated safety check: Pass | Unknown | today |
| 3 | Help authors learn from exemplary ICLR, ICML, and NeurIPS papers through source-linked manuscript comparisons, concrete writing and experiment suggestions, and guided reflection. | Adkid-Zephyr/ | 357 | — | ~1.9k | Automated safety check: Pass | No licence | 23 days ago |
| 4 | Run a fully local agent-deck retrospective over the user's own transcripts, Recall index and logs. | asheshgoplani/ | 1.1k | — | ~1.8k | Automated safety check: Pass | MIT | today |
| 5 | Reviews planned, completed planless quick, or quick-to-planned execution against original intent, aggregate commits, current whole-product architecture, and tests, including after cleanup. | terryyin/ | 2.5k | — | ~4k | Automated safety check: Pass | Unknown | today |
| 6 | 6.Bad BMad Autonomous Development — orchestrates parallel story implementation pipelines. | stephenleo/ | 107 | — | ~7.7k | Automated safety check: Pass | MIT | 5 mo ago |
| 7 | 批评与自我批评:在工作完成、阶段验收、收到批评或同类错误反复出现时,对成果和过程做诚实、具体、基于事实的审视,输出可执行的改进项,并处理外来批评而不辩解。触发信号包括 review、复盘、审查、"帮我看看有没有问题"、"你确定吗";任务刚开始或只是单步查询时不触发。 | HughYau/ | 3.8k | — | ~423 | Automated safety check: Pass | MIT | 9 days ago |
| 8 | 8.Retro Conduct a retrospective on a coding session. An agent skill from brim-borium/spotify_sdk. | brim-borium/ | 166 | 8 repos | ~1.1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 9 | Dough Land lands everything in one reviewed checkout on the authorized remote trunk: commits all of its changes, reconciles and publishes them without force, and refreshes a supplied default… | terryyin/ | 2.5k | — | ~2.7k | Automated safety check: Pass | Unknown | today |
| 10 | Run a structured after-action review (postmortem, retrospective) on a launch, incident, or completed project to capture timeline, root cause analysis, contributing factors, and actionable lessons. | rampstackco/ | 945 | — | ~2.5k | Automated safety check: Pass | MIT | 4 days ago |
| 11 | 11.Browse Fast headless browser for QA testing and site dogfooding. An agent skill from mr-daedalium/ostack-saas. | mr-daedalium/ | 114 | 1 repo | ~5.3k | Automated safety check: Notes | MIT | 6 mo ago |
| 12 | Debrief an AI agent skill (SKILL.md) after using it — capture session feedback or a retrospective and fold it back into the skill. | computerlovetech/ | 451 | — | ~2.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 13 | Query a Claude Code transcript without reading it into context, then write the retrospective to disk so it remains available after the session ends. | tbhb/ | 117 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 14 | 14.Tune Retrospective on one coding session that proposes changes to the agent's environment (hooks, checks, steering files, tool access) and files each as an ax proposal. | Necmttn/ | 115 | — | ~1.3k | Automated safety check: Pass | AGPL-3.0 | 4 days ago |
| 15 | Closes one completed feature story, bounded retrospective correction, or context-only planless execution using available execution context. | terryyin/ | 2.5k | — | ~4.3k | Automated safety check: Pass | Unknown | today |
| 16 | Mine repeated pain from transcripts, project retrospectives, debugging logs, failed prompts, deployment notes, or work history and decide whether it deserves to become a reusable Agent Skill. | FAIRY123456789/ | 103 | — | ~856 | Automated safety check: Pass | MIT | yesterday |
| 17 | Query a Codex transcript without reading it into context, then write the retrospective to disk so it remains available after the session ends. | tbhb/ | 117 | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 18 | This skill should be used when the user asks about "pantsing", "discovery write", "write without an outline", "discovery draft", "write into the dark", "story kernel", "reconcile a chapter", "dead… | danjdewhurst/ | 286 | 1 repo | ~2k | Automated safety check: Notes | MIT | yesterday |
| 19 | Generate a normalized UTC timeline and evidence-based narrative from Codex activity artifacts. | SpecterOps/ | 706 | — | ~805 | Automated safety check: Pass | Apache-2.0 | 17 days ago |
| 20 | Produces short daily standups, evening reflections and weekly retrospectives for one person or a small team, kept in the session unless you name a place to save. | iflytek/ | 5.2k | — | ~1.9k | Automated safety check: Pass | MIT | today |
| 21 | Session retrospective for improving marimo-pair and marimo.codemode. | PhySpace/ | 142 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 22 | Learn from public breach disclosures — extract the audit question each one implies and check your own stack. | briiirussell/ | 413 | — | ~3.5k | Automated safety check: Notes | MIT | 4 mo ago |
| 23 | Orchestrate agile development workflows for Gitea repositories using the tea CLI. | jwynia/ | 170 | — | ~3.8k | Automated safety check: Pass | MIT | 7 mo ago |
| 24 | Generates daily reports, reflections, weekly reports, self-reviews and trend insights, in Japanese, from Claude Code, Codex and opencode session logs using the nippo CLI. | nwiizo/ | 180 | — | ~1.7k | Automated safety check: Pass | MIT | 9 days ago |
| 25 | Run a Tier 1 or Tier 2 feature end to end — feature level, story level, parallelism, integration, and retrospective. | Inebrio/ | 101 | — | ~3k | Automated safety check: Pass | AGPL-3.0 | 2 days ago |
| 26 | Run a structured evaluate-analyze-improve cycle on any GAAI skill to measure quality, detect regressions, and propose targeted improvements. | digipulse-engineering/ | 163 | — | ~2k | Automated safety check: Pass | Unknown | 11 days ago |
| 27 | Structured post-goal reflection that extracts lessons, evaluates quality, and feeds the self-improvement loop | Ckokoski/ | 124 | — | ~1.6k | Automated safety check: Pass | MIT | 3 mo ago |
| 28 | A skill your agent uses when a team sees repeated @codex review cycles or Codex Cloud feedback churn and needs root-cause attribution by development stage. | victorGPT/ | 130 | — | ~1.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 29 | 29.Skill Retro A skill your agent uses when reviewing how skills performed during a session, when the user wants to analyze skill invocations and identify improvements, or when the user says "skill retro", "review… | kenneth-liao/ | 126 | — | ~2.1k | Automated safety check: Pass | No licence | 6 mo ago |
| 30 | A skill your agent uses for change traceability review across specs, commits, PRs, branches, local diffs, and git history, including Spec Preparation, Review Readiness Checks, and Review… | QoderAI/ | 2.4k | — | ~559 | Automated safety check: Pass | MIT | 3 days ago |
| 31 | 31.Retro A skill your agent uses when a user completes a phase, sprint, milestone, or meaningful unit of work and needs a retrospective. | koolamusic/ | 130 | — | ~2.8k | Automated safety check: Pass | MIT | yesterday |
| 32 | Produces a weekly engineering retrospective from commit history, work patterns and code quality metrics, with trend tracking and per-person breakdowns. | garrytan/ | 136k | — | ~18k | Automated safety check: Notes | MIT | today |
| 33 | Run a cumulative daily or retrospective sweep of research papers on a chosen topic, audit their claims, methods, integrity signals, and independent support, then identify overlooked but feasible… | tamdogood/ | 221 | — | ~3.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 34 | Plans one understood, bounded story, retrospective correction, or remaining work from an understood instruction as an executable sequence of Behavior/Structure slices with outside-in proof and safe… | terryyin/ | 2.5k | — | ~3.8k | Automated safety check: Pass | Unknown | today |
| 35 | 35.Retro Guided experiment-loop retrospective over the ax agent-experience graph. | Necmttn/ | 115 | — | ~3.5k | Automated safety check: Pass | AGPL-3.0 | 4 days ago |
| 36 | 36.Kim Decision A skill your agent uses when the user asks for KIM, Kim, laojin, 老金, 问问老金, 老金怎么看, asks for decision analysis, structured reasoning, product/business/content review, PRD, MVP, user path, growth… | KimYx0207/ | 174 | — | ~7.1k | Automated safety check: Pass | Apache-2.0 | today |
| 37 | 37.Memory Recap Create evidence-linked work profiles, diagnose Coding Agent collaboration friction, and recommend concrete improvements from native memories or frozen exports. | QoderAI/ | 2.4k | — | ~2.7k | Automated safety check: Pass | MIT | 3 days ago |
| 38 | 38.Retro Run the pi-lens retrospective — turn a session, an incident, or a merged bug fix into environment changes (checks, hooks, contract lines, deletions), classified mechanical-vs-judgement, each with… | apmantza/ | 466 | — | ~531 | Automated safety check: Pass | MIT | today |
| 39 | Analyze the current session for improvement opportunities in skills, memory, and workflow. | Szotasz/ | 117 | — | ~1.5k | Automated safety check: Notes | MIT | today |
| 40 | End-of-plan improvement kata. An agent skill from robertbarclayy/conducty. | robertbarclayy/ | 176 | — | ~1.5k | Automated safety check: Pass | MIT | 3 mo ago |
| 41 | 把长期项目的文档当成一个小系统来维护,防止文档腐烂——四份各司其职的脊柱文件(CLAUDE.md 共享章程 / CLAUDEMAP.md 地图 / PROJECTSTATUS.md 健康仪表盘 / PROJECTLOG.md 流水账)+ Codex 的 AGENTS.md 入口桥接 + 固定读序,并按需连接 ARCHITECTURE、CONTEXT、ADR、契约、测试、回归和 Issue… | qshanx/ | 137 | — | ~3.7k | Automated safety check: Pass | MIT | today |
| 42 | A skill your agent uses when the user wants to debug, diagnose, or systematically iterate on an experiment that already exists, or when they need a structured experiment log for tracking runs… | EvoScientist/ | 478 | 3 repos | ~2k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 43 | Agent 自我复盘:读取 L2/L3/L1 日志,调用 LLM 生成结构化改进提案, 写入 proposals.json 并发通知至 human.json 等待审批。 | kid0317/ | 165 | — | ~505 | Automated safety check: Pass | No licence | 4 mo ago |
| 44 | 44.Scrum Master Advanced Scrum Master skill for data-driven agile team analysis and coaching. | alirezarezvani/ | 28k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 45 | Run and interpret a read-only retrospective over Harness ledger projections, then prepare evidence-backed mechanism fixes, deletion candidates, or time-bounded rule proposals for human adjudication. | FairladyZ625/ | 228 | — | ~768 | Automated safety check: Pass | AGPL-3.0 | today |
| 46 | 46.Workflows 工作流组合:当一个任务明显需要多件思想武器接力时,提供四种标准组合模式(新项目启动、复杂问题攻坚、方案迭代优化、阶段复盘),定义调用顺序、每步交接物和终止条件。触发信号包括从零启动、疑难攻坚、迭代优化、阶段复盘;单一 skill 就够用时不触发。 | HughYau/ | 3.8k | — | ~542 | Automated safety check: Pass | MIT | 9 days ago |
| 47 | Builds a sprint or milestone retrospective from completed work, velocity and blockers, checking first for an existing retrospective file. | Donchitos/ | 26k | — | ~3.1k | Automated safety check: Notes | MIT | 2 days ago |
| 48 | Reads an agent environment's own traces, friction reports and logs across sessions, then proposes fixes on the surface that owns each one, only with your approval. | Yeachan-Heo/ | 40k | — | ~1.4k | Automated safety check: Pass | MIT | 2 days ago |