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Agent Skill · 研究检索

technical-implementation(技术实施)

technical-implementation 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。

technical-implementation 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,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 69,087。

总安装 220周安装 9GitHub Stars 15下载 71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:technical-implementation(技术实施)
来源仓库:https://github.com/leeovery/claude-technical-workflows
仓库路径:skills/technical-implementation
安装命令:
npx skills add https://github.com/leeovery/claude-technical-workflows --skill technical-implementation
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/leeovery/claude-technical-workflows --skill technical-implementation

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。

用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词或任务场景快速定位候选结果。通过 npx skills add 命令从指定 GitHub 仓库安装使用。安装前需确认权限范围、维护状态,以及是否会触发联网或文件读写操作。

technical-implementation 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/technical-implementation

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/leeovery/claude-technical-workflows --skill te…;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

technical-implementation 怎么安装?

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

technical-implementation 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。

technical-implementation 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。

technical-implementation 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。

technical-implementation 用的人多吗?

公开数据是累计安装 220 次,近一周安装 9 次,下载 71 次,GitHub 15 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。

technical-implementation 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。
  • 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。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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
technical-implementation

技术实施 · 本页

22015只读未明确有提醒

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

Technical Implementation

Orchestrate implementation by dispatching executor and reviewer agents per task. Each agent invocation starts fresh — flat context, no accumulated state.

  • Executor (../../agents/implementation-task-executor.md) — implements one task via strict TDD
  • Reviewer (../../agents/implementation-task-reviewer.md) — independently verifies the task (opus)

The orchestrator owns: plan reading, task extraction, agent invocation, git operations, tracking, task gates.

Purpose in the Workflow

This skill can be used:

  • Sequentially: To execute a plan created by technical-planning
  • Standalone (Contract entry): To execute any plan that follows plan-format conventions

Either way: dispatch agents per task — executor implements via TDD, reviewer verifies independently.

What This Skill Needs

  • Plan content (required) - Phases, tasks, and acceptance criteria to execute
  • Plan format (required) - How to parse tasks (from plan frontmatter)
  • Specification content (optional) - For context when task rationale is unclear
  • Environment setup (optional) - First-time setup instructions

Before proceeding, verify all required inputs are available and unambiguous. If anything is missing or unclear, STOP — do not proceed until resolved.

If no plan provided
*Output the next fenced block as a code block:*
I need an implementation plan to execute. Could you point me to the plan file
(e.g., .workflows/planning/{topic}/plan.md)?

STOP. Wait for user response.

If plan has no format field in frontmatter
*Output the next fenced block as a code block:*
The plan at {path} doesn't specify an output format in its frontmatter.
Which format does this plan use?

STOP. Wait for user response.

If plan status is not concluded
*Output the next fenced block as a code block:*
The plan at {path} has status '{status}' — it hasn't completed the review
process. Should I proceed anyway, or should the plan be reviewed first?

STOP. Wait for user response.

If no specification is available, the plan becomes the sole authority for design decisions.


Resuming After Context Refresh

Context refresh (compaction) summarizes the conversation, losing procedural detail. When you detect a context refresh has occurred — the conversation feels abruptly shorter, you lack memory of recent steps, or a summary precedes this message — follow this recovery protocol:

  1. Re-read this skill file completely. Do not rely on your summary of it. The full process, steps, and rules must be reloaded.
  2. Check task progress in the plan — use the plan adapter's instructions to read the plan's current state. Also read the implementation tracking file and any other working documents for additional context.
  3. Check task_gate_mode, fix_gate_mode, analysis_gate_mode, fix_attempts, and analysis_cycle in the tracking file — if gates are auto, the user previously opted out. If fix_attempts > 0, you're mid-fix-loop for the current task. If analysis_cycle > 0, you've completed analysis cycles — check for findings files on disk (analysis-*-c{cycle-number}.md in {topic}/) to determine mid-analysis state.
  4. Check git state. Run git status and git log --oneline -10 to see recent commits. Commit messages follow a conventional pattern that reveals what was completed.
  5. Announce your position to the user before continuing: what step you believe you're at, what's been completed, and what comes next. Wait for confirmation.

Do not guess at progress or continue from memory. The files on disk and git history are authoritative — your recollection is not.


Orchestrator Hard Rules

  1. No autonomous decisions on spec deviations — when the executor reports a blocker or spec deviation, present to user and STOP. Never resolve on the user's behalf.
  2. All git operations are the orchestrator's responsibility — agents never commit, stage, or interact with git.

Output Formatting

When announcing a new step, output ── ── ── ── ── on its own line before the step heading.


Step 1: Environment Setup

Run setup commands EXACTLY as written, one step at a time. Do NOT modify commands based on other project documentation (CLAUDE.md, etc.). Do NOT parallelize steps — execute each command sequentially. Complete ALL setup steps before proceeding.

Load environment-setup.md and follow its instructions.

If .workflows/environment-setup.md states "No special setup required"

→ Proceed to Step 2.

If setup instructions exist

Follow them. Complete ALL steps before proceeding.

→ Proceed to Step 2.

If no setup file exists
*Output the next fenced block as a code block:*
No environment setup document found. Are there any setup instructions
I should follow before implementing?

STOP. Wait for user response.

Save their instructions to .workflows/environment-setup.md (or "No special setup required." if none needed). Commit.

→ Proceed to Step 2.


Step 2: Read Plan + Load Plan Adapter

  1. Read the plan from the provided location (typically .workflows/planning/{topic}/plan.md)
  2. Plans can be stored in various formats. The format field in the plan's frontmatter identifies which format this plan uses.
  3. Load the format's per-concern adapter files from ../technical-planning/references/output-formats/{format}/:

- reading.md — how to read tasks from the plan - updating.md — how to write progress to the plan

  1. If no format field exists, ask the user which format the plan uses.
  2. These adapter files apply during Step 6 (task loop) and Step 7 (analysis).
  3. Also load the format's authoring.md adapter — needed in Step 7 if analysis tasks are created.

→ Proceed to Step 3.


Step 3: Initialize Implementation Tracking

If .workflows/implementation/{topic}/tracking.md already exists

Reset task_gate_mode, fix_gate_mode, and analysis_gate_mode to gated, fix_attempts to 0, and analysis_cycle to 0 (fresh session = fresh gates/cycles).

→ Proceed to Step 4.

If no tracking file exists

Create .workflows/implementation/{topic}/tracking.md:

---
topic: {topic}
plan: ../../planning/{topic}/plan.md
format: {format from plan}
status: in-progress
task_gate_mode: gated
fix_gate_mode: gated
analysis_gate_mode: gated
fix_attempts: 0
linters: []
analysis_cycle: 0
project_skills: []
current_phase: 1
current_task: ~
completed_phases: []
completed_tasks: []
started: YYYY-MM-DD  # Use today's actual date
updated: YYYY-MM-DD  # Use today's actual date
completed: ~
---

# Implementation: {Topic Name}

Implementation started.

Commit: impl({topic}): start implementation

→ Proceed to Step 4.


Step 4: Project Skills Discovery

If project_skills is populated in the tracking file

Present the existing configuration for confirmation:

*Output the next fenced block as markdown (not a code block):*
Previous session used these project skills:
- `{skill-name}` — {path}
- ...

· · · · · · · · · · · ·
- **`y`/`yes`** — Keep these, proceed
- **`c`/`change`** — Re-discover and choose skills
· · · · · · · · · · · ·

STOP. Wait for user choice.

  • yes: → Proceed to Step 5.
  • change: Clear project_skills and fall through to discovery below.
If .claude/skills/ does not exist or is empty
*Output the next fenced block as a code block:*
No project skills found. Proceeding without project-specific conventions.

→ Proceed to Step 5.

If project skills exist

Scan .claude/skills/ for project-specific skill directories. Present findings:

*Output the next fenced block as markdown (not a code block):*
Found these project skills that may be relevant to implementation:
- `{skill-name}` — {brief description}
- `{skill-name}` — {brief description}
- ...

· · · · · · · · · · · ·
- **`a`/`all`** — Use all listed skills
- **`n`/`none`** — Skip project skills
- **Or list the ones you want** — e.g. "golang-pro, react-patterns"
· · · · · · · · · · · ·

STOP. Wait for user to confirm which skills are relevant.

Store the selected skill paths in the tracking file.

→ Proceed to Step 5.


Step 5: Linter Discovery

Load linter-setup.md and follow its discovery process to identify project linters.

If linters is already populated in the tracking file, present the existing configuration for confirmation (same pattern as project skills in Step 4). If confirmed, skip discovery and proceed.

Otherwise, present discovery findings to the user:

*Output the next fenced block as markdown (not a code block):*
**Linter discovery:**
- {tool} — `{command}` (installed / not installed)
- ...

Recommendations: {any suggested tools with install commands}

· · · · · · · · · · · ·
- **`y`/`yes`** — Approve these linter commands
- **`c`/`change`** — Modify the linter list
- **`s`/`skip`** — Skip linter setup (no linting during TDD)
· · · · · · · · · · · ·

STOP. Wait for user choice.

  • yes: Store the approved linter commands in the tracking file.
  • change: Adjust based on user input, re-present for confirmation.
  • skip: Store empty linters array.

→ Proceed to Step 6.


Step 6: Task Loop

Load task-loop.md and follow its instructions as written.

After the loop completes:

→ If the task loop exited early (user chose stop), proceed to Step 8.

→ Otherwise, proceed to Step 7.


Step 7: Analysis Loop

Load analysis-loop.md and follow its instructions as written.

→ If new tasks were created in the plan, return to Step 6.

→ If no tasks were created, proceed to Step 8.


Step 8: Mark Implementation Complete

Before marking complete, present the sign-off:

*Output the next fenced block as markdown (not a code block):*
· · · · · · · · · · · ·
- **`y`/`yes`** — Mark implementation as completed
- **Comment** — Add context before completing
· · · · · · · · · · · ·

STOP. Wait for user response.

If comment

Discuss the user's context. If additional work is needed, route back to Step 6 or Step 7 as appropriate. Otherwise, re-present the sign-off prompt above.

If yes

Update the tracking file (.workflows/implementation/{topic}/tracking.md):

  • Set status: completed
  • Set completed: YYYY-MM-DD (use today's actual date)
  • Update updated date

Commit: impl({topic}): complete implementation

平台分布

Codex

39.46%
按下载量换算28

Claude

29.92%
按下载量换算21

Cursor

17.79%
按下载量换算13

Gemini CLI

8.94%
按下载量换算6

安全审计

Gen Agent Trust Hub

可疑

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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