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Agent Skill · 研究检索

implement(实现)

implement 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。

implement 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,权限为操作浏览器;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 52,043。

总安装 564周安装 24GitHub Stars 44下载 198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:implement(实现)
来源仓库:https://github.com/darraghh1/my-claude-setup
仓库路径:skills/implement
安装命令:
npx skills add https://github.com/darraghh1/my-claude-setup --skill implement
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/darraghh1/my-claude-setup --skill implement

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。

implement 按组实现计划中的各个 phase,采用 solo 模式在有限上下文中完成全部工作。每个终端会话处理一个 group,自动读取 phase 文件并实施对应代码变更。完成后需运行审计检查,确保无回归错误与未验证修改残留。并行开发时需多终端协同,避免资源竞争与状态冲突。

implement 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/implement

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/darraghh1/my-claude-setup --skill implement;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

    它需要操作浏览器,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

implement 怎么安装?

在终端执行 npx skills add https://github.com/darraghh1/my-claude-setup --skill implement。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

implement 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。

implement 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

implement 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。

implement 用的人多吗?

公开数据是累计安装 564 次,近一周安装 24 次,下载 198 次,GitHub 44 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。

implement 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。

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。

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
implement

实现 · 本页

56444操作浏览器未明确通过

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

Implement Plan — Solo Session

Implement phases from: $ARGUMENTS

Parse arguments: first arg is the plan folder, second is the group name OR --audit.

Architecture (1M Context — Solo Builder)

Each Claude Code session implements one group with its own 1M context. No subagents — you read everything, implement everything, review everything yourself. The user coordinates parallelism by opening multiple terminals.

Terminal 1: /implement plans/260314-auth auth-system
Terminal 2: /implement plans/260314-auth dashboard-ui
Terminal 3: /implement plans/260314-auth --audit    ← after all groups done

Why Solo?

Subagents get 200K context, not 1M. By doing everything in one session, every phase implementation benefits from the full 1M window — you can hold the entire plan, all reference files, and accumulated implementation context simultaneously. The fat orchestrator doesn't delegate; it *is* the builder.

Quality Gates (5 layers)

LayerWhenWhat
PostToolUse hookEvery Write/EditRegex checks for any, missing server-only, console.log
TDDBefore each phaseWrite failing tests first, then implement
Self-verificationAfter each phasepnpm test + pnpm run typecheck
Self code-reviewAfter each phase/code-review against the phase file
Playwright smoke checkAfter group completesNavigate key pages, check for console errors

Standard Mode: /implement [plan-folder] [group-name]

Step 1: Read and Understand the Full Plan

Read everything — you have 1M context.

  1. Read {plan-folder}/plan.md — Phase Table, Group Summary, Architectural North Star, Security Requirements, Decision Log
  2. Read every phase file in the plan (not just your group) — understand what other groups build and how your group connects
  3. Build a mental model: what services exist from earlier groups, what schemas are in place, what your group's output will feed into later groups

Why read phases outside your group? You need to know the service signatures, table structures, and patterns established by other groups to write compatible code. At 1M, this costs almost nothing.

Step 2: Gate Check

  1. Check {plan-folder}/reviews/planning/plan.md exists — if not, tell the user to run /review-plan first
  2. Read the review verdict — if "No", STOP and report Critical Issues
  3. For plans with 3+ phases, check {plan-folder}/reviews/planning/flow-audit.md

- If missing, tell user to run /audit-plan first - "Unusable" or "Major Restructuring" → STOP - "Significant Issues" → warn user, ask whether to proceed

Step 3: Identify Your Group's Phases

From the Phase Table and Group Summary, extract all phases in your assigned group. Verify each phase has a review at {plan-folder}/reviews/planning/phase-{NN}.md with verdict "Ready: Yes".

Skeleton check for each phase:

echo '{"cwd":"."}' | uv run $CLAUDE_PROJECT_DIR/.claude/hooks/validators/validate_no_placeholders.py \
  --directory {plan-folder} --extension .md

Step 4: Create Task List

Create tasks for progress tracking. Tasks survive context compacts and give the user visibility.

TaskCreate({
  subject: "Phase {NN}: {title}",
  description: "Implement phase at {plan-folder}/phase-{NN}-{slug}.md
Skill: {skill-from-frontmatter}
Key deliverables:
- {acceptance criterion 1}
- {acceptance criterion 2}
- {acceptance criterion 3}",
  activeForm: "Implementing Phase {NN}",
  metadata: { phase: "P{NN}", group: "{group-name}", skill: "{skill}" }
})

Step 5: Implement Each Phase

For each phase in your group, sequentially:

5a: Mark task in_progress

5b: Read the phase — extract requirements, implementation steps, acceptance criteria

5c: Find reference + invoke domain skill

Phase FocusSkillReference Glob
Database/migrations/RLSpostgres-expertsupabase/migrations/*.sql
Server actionsserver-action-builderapp/home/[account]/**/*server-actions*.ts
Service layerservice-builderapp/home/[account]/**/*service*.ts
React formsreact-form-builderapp/home/[account]/**/_components/*.tsx
Components/pagesvercel-react-best-practicesapp/home/[account]/**/_components/*.tsx
E2E testsplaywright-e2ee2e/tests/**/*.spec.ts

Glob the reference pattern → read ONE file → extract key patterns → invoke the domain skill.

5d: Step 0 — TDD

Write failing tests before implementation code. Both backend (Vitest) and frontend (happy-dom + @testing-library/react).

5e: Implement

Follow the phase's implementation steps exactly. Key patterns:

  • Server actions: validate with Zod, verify auth before processing
  • Services: createXxxService(client) factory wrapping private class, import 'server-only'
  • After mutations: revalidatePath('/home/[account]/...')

Scope boundary: implement ONLY what's in the phase. Do NOT refactor adjacent code or add unspecified features.

5f: Self-verification

pnpm test
pnpm run typecheck

Both must pass. Fix any failures before proceeding.

5g: Self code-review

/code-review {plan-folder}/phase-{NN}-{slug}.md

Read the review output. Fix any Critical/High issues. Medium issues — use your judgment.

5h: Commit

git add -A && git commit -m "feat(phase-{NN}): {phase-title}"

5i: Update plan status

Edit {plan-folder}/plan.md — set the phase's status to "Done" in the Phase Table. Edit the phase file frontmatter — set status: done. Mark the task as completed (retry if TaskCompleted hook blocks first attempt).

5j: Continue to the next phase in the group.

Step 6: Playwright Smoke Check

After all phases in the group are done, check the frontend still works:

  1. Start dev server if needed: pnpm dev & then wait for startup
  2. Navigate to key pages using Playwright MCP: mcp__playwright__browser_navigate → http://localhost:3000/home/[account] mcp__playwright__browser_console_messages → check for errors mcp__playwright__browser_snapshot → verify page rendered
  3. Check pages relevant to this group's work
  4. If console errors or broken pages → fix before reporting done

Skip if the group has no frontend phases.

Step 7: Close Out Tasks + Summary

Mark ALL tasks completed (TaskList → verify all done). If the TaskCompleted hook blocks, retry immediately.

Report:

## Group "{group-name}" Complete

**Plan:** {plan-folder}
**Phases:** {count} Done

| Phase | Title | Skill | Status |
|-------|-------|-------|--------|
| P{NN} | {title} | {skill} | Done |

### Verification:
- Tests: passing
- Typecheck: clean
- Code review: {issues found/fixed}
- Playwright: {pass/skip}

### Files Changed:
{git diff --name-only output}

Audit Mode: /implement [plan-folder] --audit

Run this after all groups are complete in a fresh session.

Step 1: Read Everything

Read plan.md + ALL phase files + ALL code reviews at {plan-folder}/reviews/code/.

Step 2: Cross-Phase Analysis

  • Shared files: Find files modified by multiple phases — check for overwrites
  • Import chains: Verify exports still match consumers
  • Deferred items: Check code review "deferred" items against current code
  • Acceptance criteria: Verify each phase's criteria are met

Step 3: Verification

pnpm test
pnpm run typecheck

Correlate any failures to specific phases.

Step 4: Write Audit Report

Write to {plan-folder}/reviews/implementation/plan-audit.md with:

  • Acceptance criteria status (met/partial/not met per phase)
  • Cross-phase regressions found
  • Unresolved deferred items
  • Verification results
  • Findings by severity (Critical/High/Medium/Low)

Step 5: Report to User

Present findings with severity ratings. User decides what to fix.


Resuming After Context Compact

At 1M, compaction is rare but possible for very large plans.

  1. TaskList → find in_progress or first pending task
  2. TaskGet → read description for phase and group context
  3. Read plan.md Phase Table → check which phases are already "Done"
  4. Continue from where you left off

Error Conditions

STOP and report to user if:

  • Phase has Critical blocking issues from plan review
  • Tests/typecheck fail 3+ times on same issue after fixes
  • Code review finds Critical security issues you can't resolve

平台分布

Codex

35.88%
按下载量换算71

Claude

29.76%
按下载量换算59

Cursor

19.67%
按下载量换算39

Gemini CLI

8.38%
按下载量换算17

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

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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