Topic · Product & Project Management

Best retrospectives skills for Claude Code, Codex and other agents.

Skills that facilitate retrospectives and capture lessons learned.
skills
171
official
4

Retrospectives skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Retrospectives skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
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/gstack136k—~2.4kAutomated safety check: PassMITtoday
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/lizard2.5k—~4.3kAutomated safety check: PassUnknownyesterday
3

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/claude-skills9401 repo~2.5kAutomated safety check: PassMITyesterday
4

Debrief an AI agent skill (SKILL.md) after using it — capture session feedback or a retrospective and fold it back into the skill.

computerlovetech/agr4511 repo~2.2kAutomated safety check: PassMIT1 mo ago
5

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/oral-paper-skill340—~1.9kAutomated safety check: PassNo licence20 days ago
6

Run a fully local agent-deck retrospective over the user's own transcripts, Recall index and logs.

asheshgoplani/agent-deck1k—~1.8kAutomated safety check: PassMIT2 days ago
7

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/lizard2.5k—~4kAutomated safety check: PassUnknownyesterday
8
8.Bad

BMad Autonomous Development — orchestrates parallel story implementation pipelines.

stephenleo/bmad-autonomous-development107—~7.7kAutomated safety check: PassMIT5 mo ago
9

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/qiushi-skill3.8k—~423Automated safety check: PassMIT7 days ago
10

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/lizard2.5k—~3.8kAutomated safety check: PassUnknownyesterday
11

Conduct a retrospective on a coding session. An agent skill from brim-borium/spotify_sdk.

brim-borium/spotify_sdk1667 repos~1.1kAutomated safety check: PassApache-2.0yesterday
12

Fast headless browser for QA testing and site dogfooding. An agent skill from mr-daedalium/ostack-saas.

mr-daedalium/ostack-saas1141 repo~5.3kAutomated safety check: NotesMIT6 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/vale-ai-tells115—~1.4kAutomated safety check: PassApache-2.0today
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/ax116—~1.3kAutomated safety check: PassAGPL-3.0yesterday
15

Closes one completed feature story, bounded retrospective correction, or context-only planless execution using available execution context.

terryyin/lizard2.5k—~4.3kAutomated safety check: PassUnknownyesterday
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/human-edge-agent-skills103—~856Automated safety check: PassMIT8 days ago
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/vale-ai-tells115—~1.4kAutomated safety check: PassMITtoday
18

Generate a normalized UTC timeline and evidence-based narrative from Codex activity artifacts.

SpecterOps/skills702—~805Automated safety check: PassApache-2.014 days ago
19

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/skillhub5.2k—~1.9kAutomated safety check: PassMITtoday
20

Session retrospective for improving marimo-pair and marimo.codemode.

PhySpace/SimpleCADAPI141—~1.6kAutomated safety check: PassApache-2.05 days ago
21

Learn from public breach disclosures — extract the audit question each one implies and check your own stack.

briiirussell/cybersecurity-skills413—~3.5kAutomated safety check: NotesMIT4 mo ago
22

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/story-skills2791 repo~2kAutomated safety check: NotesMITtoday
23

Orchestrate agile development workflows for Gitea repositories using the tea CLI.

jwynia/agent-skills166—~3.8kAutomated safety check: PassMIT7 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/nippo180—~1.7kAutomated safety check: PassMIT6 days ago
25

Analyze completed Linear cycles for retrospectives. An agent skill from joa23/linear-cli.

joa23/linear-cli1441 repo~790Automated safety check: PassMIT24 days ago
26

Run a Tier 1 or Tier 2 feature end to end — feature level, story level, parallelism, integration, and retrospective.

Inebrio/Routerly100—~3kAutomated safety check: PassAGPL-3.02 days ago
27

A skill your agent uses when a user completes a phase, sprint, milestone, or meaningful unit of work and needs a retrospective.

koolamusic/claudefiles130—~2.8kAutomated safety check: PassMIT2 days ago
28

Run a structured evaluate-analyze-improve cycle on any GAAI skill to measure quality, detect regressions, and propose targeted improvements.

digipulse-engineering/GAAI-framework163—~2kAutomated safety check: PassUnknown8 days ago
29

Structured post-goal reflection that extracts lessons, evaluates quality, and feeds the self-improvement loop

Ckokoski/AuthorAgent122—~1.6kAutomated safety check: PassMIT2 mo ago
30

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/vibeusage131—~1.4kAutomated safety check: PassMIT2 mo ago
31

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/ai-launchpad-marketplace126—~2.1kAutomated safety check: PassNo licence6 mo ago
32

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/better-harness2.4k—~559Automated safety check: PassMIT10 days ago
33

Produces a weekly engineering retrospective from commit history, work patterns and code quality metrics, with trend tracking and per-person breakdowns.

garrytan/gstack136k—~18kAutomated safety check: NotesMITtoday
34

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/builder-essential-skills219—~3.1kAutomated safety check: PassMIT1 mo ago
35

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/lizard2.5k—~3.6kAutomated safety check: PassUnknownyesterday
36

Guided experiment-loop retrospective over the ax agent-experience graph.

Necmttn/ax116—~3.5kAutomated safety check: PassAGPL-3.0yesterday
37

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/Kim_Service174—~7.1kAutomated safety check: PassApache-2.0yesterday
38

Create evidence-linked work profiles, diagnose Coding Agent collaboration friction, and recommend concrete improvements from native memories or frozen exports.

QoderAI/better-harness2.4k—~2.7kAutomated safety check: PassMIT10 days ago
39

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/pi-lens463—~531Automated safety check: PassMITtoday
40

Analyze the current session for improvement opportunities in skills, memory, and workflow.

Szotasz/marveen115—~1.5kAutomated safety check: PassMITtoday
41

End-of-plan improvement kata. An agent skill from robertbarclayy/conducty.

robertbarclayy/conducty176—~1.5kAutomated safety check: PassMIT3 mo ago
42

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/docs-governance132—~4.1kAutomated safety check: PassMIT3 days ago
43

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/EvoSkills4753 repos~2kAutomated safety check: PassApache-2.07 days ago
44

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/crewai_mas_demo163—~505Automated safety check: PassNo licence4 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/harness-anything225—~768Automated safety check: PassAGPL-3.0today
46

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/qiushi-skill3.8k—~542Automated safety check: PassMIT7 days ago
47

Builds a sprint or milestone retrospective from completed work, velocity and blockers, checking first for an existing retrospective file.

Donchitos/Claude-Code-Game-Studios26k—~3kAutomated safety check: NotesMIT8 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/oh-my-claudecode40k—~1.4kAutomated safety check: PassMITtoday

Questions, answered from the data.

What is the best retrospectives skill?

Weekly Engineering Retro from garrytan/gstack ranks first of the 171 retrospectives skills listed here, with the highest score: its repository has 136k GitHub stars, its SKILL.md loads about 2.4k tokens and it passes the automated safety check with no findings. Next come Dough Execute Plan and After Action Report.

Which retrospectives skills are official?

4 of the 171 retrospectives skills are official, published by the vendor's own GitHub organization: Impediment Prioritization, Campaign Postmortem, Run Learning Retrospective and Retrospecting.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.