retro
Skill12 starsChanged 6 days agoMITView on GitHub
复盘一次编码会话,提出改进 agent 环境的候选。
193 other projects use a version of this.
Adopted by
Most recently taken up by
- rodeyseijkens/skillstheir own version, first seen Nov 8, 2026
- Yesterday-AI/ytstacktheir own version, first seen Nov 8, 2026
- gaoyu06/harnesstheir own version, first seen Nov 8, 2026
- Schepetkov/claude-skills-game-UEtheir own version, first seen Nov 8, 2026
- tornikegomareli/Skillstheir own version, first seen Nov 8, 2026
- devjiwonchoi/skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use plan-tune, ios-clean and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
ShreyRaviSkillplan-tune
Self-tuning question sensitivity + developer psychographic for gstack (v1: observational). Review which AskUserQuestion prompts fire across gstack skills, set per-question preferences (never-ask / always-ask / ask-only-for-one-way), inspect the dual-track profile (what you declared vs what your behavior suggests), and enable/disable question tuning. Conversational interface — no CLI syntax required.
Also in 9 projects that use this
Saqlain-811Skillios-clean
Remove the DebugBridge SPM package and all #if DEBUG wiring from an iOS app. (gstack)
Also in 5 projects that use this
Saqlain-811Skillios-fix
Autonomous iOS bug fixer. (gstack)
Also in 5 projects that use this
seek888Skillpair-agent
Pair a remote AI agent with your browser. One command generates a setup key and prints instructions the other agent can follow to connect. Works with OpenClaw, Hermes, Codex, Cursor, or any agent that can make HTTP requests. The remote agent gets its own tab with scoped access (read+write by default, admin on request). Use when asked to "pair agent", "connect agent", "share browser", "remote browser", "let another agent use my browser", or "give browser access". (gstack) Voice triggers (speech-to-text aliases): "pair agent", "connect agent", "share my browser", "remote browser access".
Also in 11 projects that use this
ShreyRaviSkilllanding-report
Read-only queue dashboard for workspace-aware ship. Shows which VERSION slots are currently claimed by open PRs, which sibling Conductor workspaces have WIP work likely to ship soon, and what slot /ship would pick next. No mutations — just a snapshot. Use when asked to "landing report", "what's in the queue", "show me open PRs", or "which version do I claim next". (gstack)
Also in 8 projects that use this
timurgaleevSkilldocument-generate
Generate missing docs for a feature, module or project as tutorials, how-tos, reference and explanation.
Also in 7 projects that use this
- +1 more from Saqlain-811
- +2 more from ShreyRavi
Other versions193 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 193
- mattpocock/skills★ 309ksame name
- garrytan/gstack★ 141ksame name
- formbricks/formbricks★ 13ksame name
- ArcReel/ArcReel★ 6.3ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- withcoral/coral★ 4.9ksame name
- bergside/awesome-design-skills★ 2.9ksame name
- MiniMax-AI/minimax-code★ 2.2ksame name
- DenchHQ/DenchClaw★ 1.7ksame name
- DenchHQ/ironclaw★ 1.7ksame name
183 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository28 other files it gives its agents.
- AGENTS.mdAGENTS.md
- gpt-imageSkill
- postSkill
- promoSkill
- videoSkill
- cuepadSkill
- architecture-auditSkill
- better-testSkill
- project-setupSkill
- prototypeSkill
- prSkill
- shipSkill
- write-swiftSkill
- ui-craftSkill
- ui-picksSkill
- better-browser-useSkill
- better-computer-useSkill
- herdrSkill
- sshSkill
- researchSkill
- session-dataSkill
- web-searchSkill
- fan-outSkill
- grillingSkill
- hillclimbSkill
- eli5Skill
- writing-for-agentsSkill
- writing-for-humansSkill
The file
Files
用户要求复盘。目标是改进 agent 的环境——引导文件、检查链、工具、信息通路——让后续运行更顺,而不是评价这一次的结果。
步骤
- 读 writing-for-agents;改动落点(AGENTS.md、skill、项目 docs)和写法都按它。
- 读会话一手记录。Pi 会话按工作目录存于
~/.pi/agent/sessions/<目录路径编码>/*.jsonl,用户未指定则取当前会话。完成标准:每个工具调用与其结果都已过目,而不是只看对话摘要。查会话与用量的统计先用 session-data,不现写脚本扫原始文件。 按下列类别逐类核对,找候选。每个候选附会话中的证据(发生了什么、耗了多少轮)。
- 导航:agent 找一个文件或事实花了多轮。是否缺一条 AGENTS.md 里的指针,或指针措辞太弱没触发?
- 自动检查:agent 犯的错本可被 lint hook、类型检查或接缝上的测试捕获。先读仓库已有的检查入口(lint/check 脚本、提交钩子、CI 工作流):已有但没接上或已坏的检查,候选是接上或修好它,不另造。按 better-test 判断值不值得加。同类纠正出现两次,按 架构消除 → 类型 → lint(报错写明该用什么)→ 测试 → 文档 的顺序处理;机械型违规(固定写法、禁用 API、导入形态、文件位置)一律做成检查,不写成规则;新检查要在一个真实历史错误上证明会变红。仓库没有提交钩子也没有 CI,本身就是一条发现。
- 审查漏判:审查放过了本该拦下的错。机械型的归入自动检查;只能靠判断的,写进审查者会读的项目约定,并附这次漏掉的实例。
- 引导蔓延:AGENTS.md 或 skill 里有 agent 默认就会做的无操作指令、已过时的沉积物、同一规则的第二份副本。候选是删除或收口到单一事实源,不是补写。
- 工具经济:昂贵或高噪声的工具调用——大文件整读、重复搜索、本该委派给子代理的长任务。
- 信息通路:agent 需要却拿不到的信息——dev server 日志、第三方服务只读访问、被忽略的环境事实。
- 按严重程度排序呈现候选,每条给出建议改动与代价;等用户挑选后再动手。
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