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Agent Skill · 研究检索

implementation-planning(实施规划)

implementation-planning 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。

implementation-planning 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,权限为需要联网;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 45,111。

总安装 870周安装 37GitHub Stars 公开资料未说明下载 305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:implementation-planning(实施规划)
来源仓库:https://github.com/loxosceles/ai-dev
仓库路径:skills/implementation-planning
安装命令:
npx skills add https://github.com/loxosceles/ai-dev --skill implementation-planning
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/loxosceles/ai-dev --skill implementation-planning

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。

implementation-planning 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于项目实施方案、技术路线规划和执行策略研究等场景。通过关键词、任务或来源仓库进行信息筛选,需结合原始 README 确认具体用法。

安装命令为 npx skills add https://github.com/loxosceles/ai-dev --skill implementation-planning。使用前建议确认权限范围、维护状态及是否触发联网或文件读写操作。

来源仓库内路径:skills/implementation-planning

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/loxosceles/ai-dev --skill implementation-plann…;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

    它需要需要联网,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

implementation-planning 怎么安装?

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

implementation-planning 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。

implementation-planning 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

implementation-planning 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。

implementation-planning 用的人多吗?

公开数据是累计安装 870 次,近一周安装 37 次,下载 305 次。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。

implementation-planning 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
implementation-planning

实施规划 · 本页

870—需要联网未明确通过

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

Implementation Planning

This is a strict guideline. Follow these rules exactly.

Instructions for creating and managing implementation plans that persist across sessions.


Structure

Implementation plans follow this directory structure:

docs/planning/implementation/
  {feature-name}/
    index.md              # Navigation hub with progress tracking
    phase-0-*.md          # Prerequisite/setup phase
    phase-1-*.md          # First implementation phase
    phase-2-*.md          # Second implementation phase
    ...
    post-implementation.md # Validation, handoff, troubleshooting

Phases vs Steps

Phase = One document containing related work

  • Each phase has its own file: phase-N-descriptive-name.md
  • Keep phases under 500 lines (LLMs struggle with longer documents)
  • Phases are executed in numerical order (0, 1, 2,...)
  • Renaming a phase file requires updating all references in index.md

Step = One unit of work within a phase

  • Each step is numbered: Step N.1, Step N.2, etc. (where N is the phase number)
  • Steps within a phase are executed in order
  • Each step should be:

- Completable in 15-60 minutes - Independently testable - Committable (leaves codebase in working state)

Example:

phase-1-api-endpoints.md contains:
  - Step 1.1: Define TypeScript interfaces
  - Step 1.2: Create Lambda handler
  - Step 1.3: Add API Gateway route
  - Step 1.4: Test endpoint

phase-2-database-setup.md contains:
  - Step 2.1: Define DynamoDB table
  - Step 2.2: Create table in CDK
  - Step 2.3: Add IAM permissions

Numbering Rules

Phase numbering:

  • Sequential: 0, 1, 2, 3,...
  • Phase 0 is always prerequisites/setup
  • Phases must be executed in order

Step numbering:

  • Format: {phase}.{step} — Phase 1 steps: 1.1, 1.2, 1.3
  • Steps must be executed in order within a phase
  • Step numbers indicate execution order within their phase

General rules:

  • Phase numbers indicate execution order (must be sequential: 0, 1, 2,...)
  • Phase 0 is for prerequisites/setup
  • Use post-implementation.md for validation and handoff
  • Keep phase documents under 500 lines (LLMs struggle with longer files)

Index File Structure

The index.md serves as the single navigation and progress tracking hub:

# {Feature Name} - Implementation Guide

**Last Updated**: YYYY-MM-DD

---

## 🎯 Quick Navigation

| Phase | Document |
|-------|----------|
| Phase 0 | [Phase Name](./phase-0-*.md) |
| Phase 1 | [Phase Name](./phase-1-*.md) |
| Phase 2 | [Phase Name](./phase-2-*.md) |

---

## Overview

Brief description of what this implementation achieves.

### Prerequisites

Before starting:
- Requirement 1
- Requirement 2
- Requirement 3

### Implementation Principles

- Key principle 1
- Key principle 2
- Non-negotiable constraint

---

## Progress Tracking

**Current Step**: Phase X, Step X.X - {Step Name}

### Phase 0: {Name}
- [ ] Step 0.1: Description
- [ ] Step 0.2: Description

### Phase 1: {Name}
- [ ] Step 1.1: Description
- [ ] Step 1.2: Description

---

## Related Documents

- Links to related planning docs
- Links to architecture patterns

Phase Document Structure

Each phase document should follow this structure:

## Phase {N}: {Phase Name}

**Goal**: Single sentence describing what this phase achieves.

**Duration**: Estimated time

### Context

Why this phase is needed. Background information.

---

### Step {N}.1: {Step Name}

**Goal**: What this step accomplishes.

**Tasks**:
1. Specific task
2. Specific task

**Implementation**:

Detailed instructions, code examples, commands.

**Testing**:

How to verify this step worked.

**Commit**: `git commit -m "Step {N}.{X}: [brief description]"`

---

### Step {N}.2: {Step Name}

...

Important:

  • Step numbers must match phase number: Phase 1 has steps 1.1, 1.2, 1.3, etc.
  • Each step should be small enough to complete in 15-60 minutes
  • Each step should be testable independently
  • Each step should leave codebase in committable state
  • Keep total phase document under 500 lines

- If approaching 500 lines, the phase is too big and unmanageable - Don't arbitrarily split the document — reorganize the work - Split into multiple focused phases with clear goals - Each phase should have a single, focused goal


Implementation Workflow

The Golden Rule: ALWAYS FOLLOW THE PLAN

Never write code without updating the plan first.

The implementation plan is the single source of truth for what gets built and how. During implementation:

  1. Read the current step in index.md
  2. Follow the step exactly as documented in the phase file
  3. If you need to deviate → STOP and enter planning mode

Planning Mode

When you discover:

  • The current step won't work as written
  • A better approach exists
  • Something needs refactoring
  • A dependency is missing
  • An assumption was wrong

Immediately enter planning mode:

  1. STOP writing code
  2. Discuss the issue with the developer
  3. Update the plan with the new approach
  4. Check all other steps — does this change affect them?
  5. Verify against principles — does this follow core principles and patterns?
  6. Check dependencies — does this break earlier steps or block later steps?
  7. Update index.md — reflect any step changes in progress tracking
  8. Get confirmation before resuming implementation

Plan Updates

When updating the plan:

  • Be specific: Document exactly what changes and why
  • Update dependencies: Note which other steps are affected
  • Preserve history: Don't delete old approaches, mark them as superseded
  • Update index.md: Keep progress tracking current

Phase Completion

When a phase is complete:

  • All steps in phase executed successfully
  • All alignment checks passed (resolve any 🟡 flags before moving on)
  • All tests passing
  • Changes committed with clear messages
  • Index.md updated to next phase
  • Prerequisites for next phase verified

No separate completion checklist in phase documents — tracking happens only in index.md.


Creating a New Implementation Plan

  1. Create index.md first — Establish navigation and progress tracking
  2. Break into phases — Each phase = one document, completable in 1-3 days
  3. Break phases into steps — Each step completable in 15-60 minutes
  4. Number sequentially — Phases: 0, 1, 2,... | Steps: 1.1, 1.2,... | 2.1, 2.2,...
  5. Keep phases manageable — If a phase document approaches 500 lines, it's too big
  6. Verify prerequisites — Document what must exist before starting

During Implementation

  1. Check index.md — Know exactly which step you're on
  2. Read the step — Understand what needs to be done
  3. Execute the step — Follow instructions exactly
  4. Test the step — Verify it worked
  5. Alignment check — Run the sanity check (see below)
  6. Commit the step — Save progress with clear commit message
  7. Update index.md — Check off the completed step
  8. Move to next step — Repeat

Important: Steps must be executed in order. Phases must be executed in order.


Alignment Check

A lightweight sanity check after testing each step and before committing. The goal is to catch drift — changes that work in isolation but don't serve the feature's goals or violate project patterns.

This runs every step, so keep it focused on the latest change. Previous steps have already passed their own checks.

Procedure

  1. Re-read the feature's index.md — specifically the Overview, Implementation Principles, and the current phase's goal. This is a skim, not a deep read — you already have context from prior steps.
  2. Review the uncommitted diff (git diff) against three questions:

- Goal alignment: Does this change move us toward the feature goal stated in index.md, or did it drift into unrelated work? - Architecture fit: Does it follow the project's established patterns? (Reference core-principles and any stack-specific skills.) - Scope creep: Did this step introduce anything not described in the plan? Refactors, "while I'm here" fixes, or premature abstractions count.

  1. Verdict — one of:

- ✅ On track — proceed to commit. - 🟡 Minor drift — note the concern, proceed to commit, flag it for review at phase completion. - 🔴 Off track — do NOT commit. Enter planning mode immediately.

Rules

  • The check targets only the current step's diff, not the entire codebase.
  • Don't turn this into a full code review. The code-reviewer agent handles that separately. This is a directional check: are we still building the right thing?
  • If the agent performing the work cannot objectively assess its own output, delegate the check to the code-reviewer agent with the feature's index.md as context.
  • A 🟡 verdict must include a one-line note appended to the step's checkbox in index.md (e.g., - [x] Step 2.3: Create handler 🟡 added unplanned error type — revisit at phase end).
  • A 🔴 verdict follows the existing Planning Mode rules: stop, discuss, update the plan, get confirmation.

Reordering Work

To reorder steps within a phase:

  1. Update step numbers in phase document
  2. Update step references in index.md
  3. Verify implementation dependencies
  4. Check no steps are blocked by reordering

To insert a new phase:

  1. Create new phase file with appropriate number
  2. Renumber subsequent phase files
  3. Update step numbers inside renumbered phase files
  4. Update all references in index.md
  5. Verify overall implementation order still makes sense

When to Create Implementation Plans

Create for:

  • Multi-day features requiring coordination
  • Features with multiple dependent phases
  • Features requiring careful sequencing
  • Features that need progress tracking across sessions

Don't create for:

  • Single-file changes
  • Simple bug fixes
  • Routine maintenance tasks
  • One-step operations

Key Principles

  • Fail fast: Validate prerequisites before starting
  • Incremental: Each step should be independently testable
  • Reversible: Each step ends with git commit for easy reset
  • Explicit: No assumptions, document everything
  • Trackable: Clear progress indicators at all times

Progressive Improvement

If the developer corrects a behavior that this skill should have prevented, suggest a specific amendment to this skill to prevent the same correction in the future.

平台分布

Codex

35.86%
按下载量换算109

Claude

29.6%
按下载量换算90

Cursor

19.88%
按下载量换算61

Gemini CLI

9.16%
按下载量换算28

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

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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