Borrowing it
Nothing to install: this file belongs to Peiiii/nextclaw. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Peiiii/nextclaw/master/.agents/skills/development-retrospective/SKILL.mdgit clone --depth 1 https://github.com/Peiiii/nextclawWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/peiiii/nextclaw/development-retrospective)<a href="https://agentmods.dev/skills/peiiii/nextclaw/development-retrospective"><img src="https://agentmods.dev/badge/skills/peiiii/nextclaw/development-retrospective/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/peiiii/nextclaw/development-retrospective"><img src="https://agentmods.dev/badge/skills/peiiii/nextclaw/development-retrospective.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00053 | $0.00949 |
| Opus 5.5 | $0.00021 | $0.00380 |
| Sonnet 5.5 | $0.00011 | $0.00190 |
| Haiku 4.5 | $0.00005 | $0.00095 |
Grade A, and why
development-retrospective scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 29d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Development Retrospective
轻量判断
每个任务结束前检查目标、方案与交付差距、返工和重复沟通。当前结果未完成先返回对应阶段，不能写成未来优化。无可复用增量直接结束，不默认生成日志、规则或测试；待用户验收时可先判断，反馈更新同一记录。
分流
先区分任务恢复记录、事实更新和长期方法/流程改进，不能使用同一沉淀门：
| 发现 | 正确落点 |
|---|---|
| 产品错误 | 返回实现与相关回归验证，不用提示词代替修复 |
| 已验证事实变化/资料冲突 | 原知识条目或权威源，及时更新，不等重复 |
| 方法不足 | 原阶段/专项方法 owner |
| 方法存在但没触发 | 路由与触发条件，不复制方法 |
| 顺序、完成门、返工有缺口 | 总流程 Meta Skill |
| 稳定的重复沟通约定 | 现有意图宏登记处 |
| 可确定的高价值重复错误 | 优先已有测试/工具/通用检查 |
| 特定模型能力不足 | 原 owner 的条件补丁，模型变化时复核退出 |
| 偶发疏漏、无增量总结 | 修正当下，通常不持久化 |
长期改进门
方法/流程候选须有重复、系统性或高影响单次事件的证据，说明原 owner 为何失效、覆盖的一类问题、适用/反例、收益与成本、验证和退出条件。不因措辞强烈、道理正确或单例细节自动创建全局规则。
正式抽象时读取经验层级校准。优先定位原 owner 后更新、合并、收窄、下沉、替换或删除；只有独立价值无现有落点时才新增。不以净零行数牺牲必要知识，不借机治理无关领域。
处置与路由
一次只返回当前资产的 owner 和处置建议，由总流程调度，不回链或自行启动其它阶段：
- 流程、方法、宏、AGENTS 或模型补丁改进：先找当前项目或上游框架的规则 owner；项目没有更具体的 owner 时读取AI 指令系统治理。上游共享文件的改进回到框架仓库，不能仅在已安装副本里永久分叉。
- 事实、决策、想法或知识更新：读取项目知识治理。
- 有独立交付意义的重要批次留痕：按当前项目的迭代记录合同处理，不为形式创建日志。
在当前授权范围内处理可确定更新；无体系修改授权时给出候选，不以复盘扩大产品任务。输出证据、唯一落点、更新/合并/删除/不沉淀决定与验证边界。有未闭合差距时给出具体Action、责任owner、执行证据或返工目标，以及检查点和后续判定，排查只是子步骤，不能将其当作改善完成，也不能仅列未来建议；由Lifecycle接续，仍不自行启动其它阶段。无增量不强造新动作。已有方法充分但一次漏执行，先修调用证据，不追加“务必注意”。
向 Lifecycle 返回显式 retrospective_decision：有增量时给出已更新的原 owner、证据与验证；无增量时返回 no-increment 及理由，不创建空记录。判断完成后返回 parent_status=ready-for-completion-check；发现结果未完成则返回 rework，不能将 retrospective_state 置为 completed。复盘输出是完成门的输入，不由 Delivery 的发布成功推断。
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 29d ago Changed a79792286840
- 1mo ago Changed · +2 lines eed303d143c6
- 1mo ago Changed c6be0684c953
- 1mo ago Changed a734b35f00c9
- 1mo ago Changed · -19 lines · -4 tokens per session 47fa06b39290
- 2mo ago First seen · 62 lines · 57 tokens per session scan A b7daf689dc55
development-retrospective is a skill published in the GitHub repository Peiiii/nextclaw (263 stars, last pushed yesterday), licensed MIT. It adds 53 tokens to every session and 949 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
development-retrospective compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| development-retrospectivePeiiii/nextclaw | Skill | 263 | yesterday | MIT | A | 53 | Claude Code, Codex |
| ha-skill-creatorshiwenwen/hope-agent | Skill | 1.9k | yesterday | MIT | A | 106 | Claude Code |
| ha-browsershiwenwen/hope-agent | Skill | 1.9k | yesterday | MIT | A | 140 | Claude Code |
| ha-logsshiwenwen/hope-agent | Skill | 1.9k | yesterday | MIT | A | 183 | Claude Code, Codex |
| ha-pet-importshiwenwen/hope-agent | Skill | 1.9k | yesterday | MIT | A | 109 | Codex |
| ha-skill-installershiwenwen/hope-agent | Skill | 1.9k | yesterday | MIT | A | 82 | Claude Code, Codex |
| email-draftshiwenwen/hope-agent | Skill | 1.9k | yesterday | MIT | A | 46 | Claude Code, Codex |