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Agent Skill · 研究检索

spec-execution(规范执行)

spec-execution 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

spec-execution 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 49,707。

总安装 642周安装 27GitHub Stars 4,508下载 225核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:spec-execution(规范执行)
来源仓库:https://github.com/epicenterhq/epicenter
仓库路径:skills/spec-execution
安装命令:
npx skills add https://github.com/epicenterhq/epicenter --skill spec-execution
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/epicenterhq/epicenter --skill spec-execution

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

spec-execution 用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词、任务场景快速定位候选结果。通过 npx skills add 命令从指定 GitHub 仓库安装,需结合原始 README 了解具体用法。

安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写操作。当前归类为研究检索类技能,适用于信息探索与筛选场景。

来源仓库内路径:skills/spec-execution

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/epicenterhq/epicenter --skill spec-execution;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

spec-execution 怎么安装?

在终端执行 npx skills add https://github.com/epicenterhq/epicenter --skill spec-execution。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

spec-execution 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

spec-execution 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

spec-execution 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

spec-execution 用的人多吗?

公开数据是累计安装 642 次,近一周安装 27 次,下载 225 次,GitHub 4,508 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

spec-execution 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 来源仓库有 4,508 星,维护活跃度相对可查。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
spec-execution

规范执行 · 本页

6424,508只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Spec Execution

When handed a specification document (a specs/*.md file), execute it methodically in waves. Each wave produces working code, an updated spec, and a commit. The goal is a clean git history where each commit represents a coherent unit of progress against the spec.

When to Apply This Skill

Use this pattern when you need to:

  • Implement a specs/*.md plan end-to-end in structured waves.
  • Decide which spec tasks run in parallel vs sequentially.
  • Update spec checkboxes and implementation notes after each wave.
  • Commit code changes together with spec progress for every wave.
  • Finish execution by setting spec status and adding a review section.

The Execution Loop

READ SPEC
    ↓
PLAN WAVES (which tasks are parallel vs sequential?)
    ↓
┌─── WAVE N ──────────────────────────────────────┐
│  1. Execute tasks (sub-agents for ALL tasks)     │
│  2. Verify (type-check, tests if applicable)     │
│  3. Update spec (check off items, add notes)     │
│  4. Commit (code changes + spec updates)         │
└──────────────────────────────────────────────────┘
    ↓
REPEAT until spec is complete
    ↓
FINAL REVIEW (update spec status, add review section)

Phase 1: Read and Understand

Before touching any code:

  1. Read the entire spec — understand the full scope before planning
  2. Identify the implementation phases from the spec's Implementation Plan section
  3. Map dependencies — which tasks block others? Which are independent?
  4. Check the spec's Open Questions — resolve what you can, flag what needs human input

If the spec has unresolved Open Questions that block implementation, surface them immediately. Don't guess on architectural decisions.

Phase 2: Plan Waves

Break the spec's implementation plan into execution waves. A wave is a set of changes that can be made together without breaking anything.

Deciding Parallel vs Sequential

Every task runs in a sub-agent regardless. The question is only whether sub-agents run concurrently or one-at-a-time.

ConditionOrdering
Tasks touch different files/modulesParallel
Task B imports from Task A's outputSequential (A before B)
Tasks modify the same fileSequential (avoid conflicts)
Tasks are in different spec phasesSequential (phase order)
Tasks within a phase are independentParallel

Wave Planning Checklist

Before executing, write out your wave plan:

Wave 1: [Foundation — types and interfaces]
  - Task 1.1 (parallel with 1.2)
  - Task 1.2 (parallel with 1.1)

Wave 2: [Core logic — depends on Wave 1 types]
  - Task 2.1 (sequential — modifies shared module)
  - Task 2.2 (after 2.1 — uses its exports)

Wave 3: [Integration — consumers of Wave 2]
  - Task 3.1 (parallel with 3.2)
  - Task 3.2 (parallel with 3.1)

Present this plan to the user before executing. Get a thumbs up.

Phase 3: Execute Waves

For each wave:

1. Execute Tasks

Every task gets its own sub-agent. This is non-negotiable. Sub-agents exist to scope context — each one sees only what it needs for its task, which produces better results than a single agent juggling everything. Parallelism is a bonus, not the reason for sub-agents.

  • Independent tasks: Launch sub-agents in parallel. Each gets a focused prompt with only the context it needs — the relevant spec section, the files to modify, and the patterns to follow.
  • Dependent tasks: Launch sub-agents sequentially. Wait for one to complete before launching the next. The second agent gets the output/context from the first.
  • Keep changes minimal: Each task should do exactly what the spec says. No bonus refactors, no "while I'm here" improvements.

2. Verify the Wave

After all tasks in a wave complete:

bun run tsc --noEmit          # type-check
bun test                       # if tests exist for changed code

If verification fails, fix issues before proceeding. Don't carry broken state into the next wave.

3. Update the Spec

Check off completed items in the spec's Implementation Plan:

- [x] **1.1** Add IconDefinition type ← was [ ], now [x]
- [x] **1.2** Add CoverDefinition type
- [ ] **2.1** Update factory functions  ← not yet

If implementation deviated from the spec (it often does), add a note:

- [x] **1.1** Add IconDefinition type
  > **Note**: Used discriminated union instead of enum as originally planned.
  > Rationale: better type narrowing in consumers.

If you discovered something during implementation, add it to the spec's Research Findings or Edge Cases section.

4. Commit the Wave

Each commit includes BOTH the code changes AND the spec updates. This means every commit in the history shows what was planned and what was actually done.

Follow git and incremental-commits skill conventions:

feat(scope): wave description — what this wave accomplishes

- Completed spec items 1.1, 1.2
- [Any notable deviations or discoveries]

Stage specific files — never git add. or git add -A.

Phase 4: Final Review

After all waves complete:

  1. Update spec status from "In Progress" to "Implemented"
  2. Add a Review section at the bottom of the spec:
## Review

**Completed**: [Date]
**Branch**: [branch-name]

### Summary

[2-3 sentences on what was built and how it differs from the original plan]

### Deviations from Spec

- [What changed and why]

### Follow-up Work

- [Anything discovered during implementation that should be a future spec]
  1. Final commit with the review section added

Sub-Agent Prompts

Every task — parallel or sequential — runs in a sub-agent. The primary agent orchestrates: it plans waves, launches sub-agents, verifies results, updates the spec, and commits. It does not implement code directly.

When spinning up sub-agents, each agent needs:

  • The specific spec section it's implementing (not the whole spec)
  • The files it should read before making changes
  • The files it should modify (and only those files)
  • The patterns to follow (reference relevant skills)
  • What NOT to do — stay in lane, don't touch other files

Keep sub-agent prompts focused. A sub-agent that knows too much will try to do too much.

When Things Go Wrong

SituationResponse
Type-check fails after a waveFix before committing. Don't carry broken state.
Sub-agent made changes outside its scopeRevert the out-of-scope changes. Keep only what was asked for.
Spec item is ambiguous mid-implementationStop. Ask the user. Add clarification to the spec.
Discovery invalidates a later spec phaseUpdate the spec's plan. Inform the user. Re-plan remaining waves.
Tests failFix the tests or the code. Update spec if the test failure reveals a spec gap.

Anti-Patterns

Execute Without Planning

"Let me just start implementing..."

No. Read the spec. Plan waves. Get approval. Then execute.

Giant Wave

Wave 1: Implement everything in the spec

If a wave touches more than 5-8 files, it's too big. Break it down.

Spec Drift

Code diverges from spec but spec is never updated

The spec is a living document. Every commit should leave the spec accurate to what was actually built.

Over-Parallel

Wave 1: 12 sub-agents all running at once

More than 3-4 parallel sub-agents gets chaotic. Group related tasks and keep parallelism manageable.

Quick Reference

Before starting:

  • Read entire spec
  • Identify phases and dependencies
  • Plan waves (parallel vs sequential)
  • Present plan to user

For each wave:

  • Execute tasks (every task in a sub-agent)
  • Verify (type-check, tests)
  • Update spec (check items, add notes)
  • Commit (code + spec together)

After all waves:

  • Update spec status to Implemented
  • Add Review section
  • Final commit

平台分布

Codex

33.86%
按下载量换算76

Claude

32.57%
按下载量换算73

Cursor

17.17%
按下载量换算39

Gemini CLI

8.69%
按下载量换算20

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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