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Agent Skill · 研究检索

start-implementation(开始实施)

start-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。

start-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,权限为执行命令;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 67,721。

总安装 242周安装 10GitHub Stars 15下载 79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:start-implementation(开始实施)
来源仓库:https://github.com/leeovery/claude-technical-workflows
仓库路径:skills/start-implementation
安装命令:
npx skills add https://github.com/leeovery/claude-technical-workflows --skill start-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 start-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。

start-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。适用于研究检索类任务,如实施方案制定、技术选型和进度跟踪。

通过 npx skills add 命令从指定 GitHub 仓库安装,需确认权限范围和联网需求。建议在使用前检查维护状态,避免触发不必要的文件读写或命令执行操作。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/start-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 st…;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

    它需要执行命令,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

start-implementation 怎么安装?

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

start-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。

start-implementation 需要什么权限?

权限级别是执行命令。安装流程涉及命令执行,可能通过 npx skills add https://github.com/leeovery/claude-technical-workflows --skill start-implementation 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

start-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。

start-implementation 用的人多吗?

公开数据是累计安装 242 次,近一周安装 10 次,下载 79 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。

start-implementation 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

  • 需要执行命令,装到常用环境前要先评估影响面。
  • 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

  • 不能接受 Skill 在你机器上执行命令的人。
  • 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
start-implementation

开始实施 · 本页

24215执行命令未明确通过

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

Invoke the technical-implementation skill for this conversation.

⚠️ ZERO OUTPUT RULE: Do not narrate your processing. Produce no output until a step or reference file explicitly specifies display content. No "proceeding with...", no discovery summaries, no routing decisions, no transition text. Your first output must be content explicitly called for by the instructions.

Workflow Context

This is Phase 5 of the six-phase workflow:

PhaseFocusYou
1. ResearchEXPLORE - ideas, feasibility, market, business
2. DiscussionWHAT and WHY - decisions, architecture, edge cases
3. SpecificationREFINE - validate into standalone spec
4. PlanningHOW - phases, tasks, acceptance criteria
5. ImplementationDOING - tests first, then code◀ HERE
6. ReviewVALIDATING - check work against artifacts

Stay in your lane: Execute the plan via strict TDD - tests first, then code. Don't re-debate decisions from the specification or expand scope beyond the plan. The plan is your authority.


Instructions

Follow these steps EXACTLY as written. Do not skip steps or combine them. Present output using the EXACT format shown in examples - do not simplify or alter the formatting.

CRITICAL: This guidance is mandatory.

  • After each user interaction, STOP and wait for their response before proceeding
  • Never assume or anticipate user choices
  • Even if the user's initial prompt seems to answer a question, still confirm with them at the appropriate step
  • Complete each step fully before moving to the next
  • Do not act on gathered information until the skill is loaded - it contains the instructions for how to proceed

Step 0: Run Migrations

This step is mandatory. You must complete it before proceeding.

Invoke the /migrate skill and assess its output.

If files were updated: STOP and wait for the user to review the changes (e.g., via git diff) and confirm before proceeding to Step 1. Do not continue automatically.

If no updates needed: Proceed to Step 1.


Step 1: Discovery State

!.claude/skills/start-implementation/scripts/discovery.sh

If the above shows a script invocation rather than YAML output, the dynamic content preprocessor did not run. Execute the script before continuing:

.claude/skills/start-implementation/scripts/discovery.sh

If YAML content is already displayed, it has been run on your behalf.

Parse the discovery output to understand:

From plans section:

  • exists - whether any plans exist
  • files - list of plans with: name, topic, status, date, format, specification, specification_exists, plan_id (if present)
  • Per plan external_deps - array of dependencies with topic, state, task_id
  • Per plan has_unresolved_deps - whether plan has unresolved dependencies
  • Per plan unresolved_dep_count - count of unresolved dependencies
  • count - total number of plans

From implementation section:

  • exists - whether any implementation tracking files exist
  • files - list of tracking files with: topic, status, current_phase, completed_phases, completed_tasks

From dependency_resolution section:

  • Per plan deps_satisfied - whether all resolved deps have their tasks completed
  • Per plan deps_blocking - list of deps not yet satisfied with reason

From environment section:

  • setup_file_exists - whether environment-setup.md exists
  • requires_setup - true, false, or unknown

From state section:

  • scenario - one of: "no_plans", "single_plan", "multiple_plans"
  • plans_concluded_count - plans with status concluded
  • plans_with_unresolved_deps - plans with unresolved external deps
  • plans_ready_count - concluded plans with all deps satisfied
  • plans_in_progress_count - implementations in progress
  • plans_completed_count - implementations completed

IMPORTANT: Use ONLY this script for discovery. Do NOT run additional bash commands (ls, head, cat, etc.) to gather state - the script provides everything needed.

→ Proceed to Step 2.


Step 2: Route Based on Scenario

Use state.scenario from the discovery output to determine the path:

If scenario is "no_plans"

No plans exist yet.

*Output the next fenced block as a code block:*
Implementation Overview

No plans found in .workflows/planning/

The implementation phase requires a plan.
Run /start-planning first to create a plan from a specification.

STOP. Do not proceed — terminal condition.

If scenario is "single_plan" or "multiple_plans"

Plans exist.

→ Proceed to Step 3 to present options.


Step 3: Present Plans and Select

Present all discovered plans. Classify each plan into one of three categories based on its state.

Classification logic:

A plan is Implementable if:

  • It has status: concluded AND all deps are satisfied (deps_satisfied: true or no deps) AND no tracking file or tracking status: not-started, OR
  • It has an implementation tracking file with status: in-progress

A plan is Implemented if:

  • It has an implementation tracking file with status: completed

A plan is Not implementable if:

  • It has status: concluded but deps are NOT satisfied (blocking deps exist)
  • It has status: planning or other non-concluded status
  • It has unresolved deps (has_unresolved_deps: true)

Present the full state:

Show implementable and implemented plans as numbered tree items.

*Output the next fenced block as a code block:*
Implementation Overview

{N} plans found. {M} implementations in progress.

1. {topic:(titlecase)}
   └─ Plan: {plan_status:[concluded]} ({format})
   └─ Implementation: @if(has_implementation) {impl_status:[in-progress|completed]} @else (not started) @endif

2. ...

Tree rules:

Implementable:

  • Implementation status: in-progress → Implementation: in-progress (Phase N, Task M)
  • Concluded plan, deps met, not started → Implementation: (not started)

Implemented:

  • Implementation status: completed → Implementation: completed

Ordering:

  1. Implementable first: in-progress, then new (foundational before dependent)
  2. Implemented next: completed
  3. Not implementable last (separate block below)

Numbering is sequential across Implementable and Implemented. Omit any section entirely if it has no entries.

If non-implementable plans exist, show them in a separate code block:

*Output the next fenced block as a code block:*
Plans not ready for implementation:
These plans are either still in progress or have unresolved
dependencies that must be addressed first.

  • advanced-features (blocked by core-features:core-2-3)
  • reporting (in-progress)
*Output the next fenced block as a code block:*
If a blocked dependency has been resolved outside this workflow,
name the plan and the dependency to unblock it.

Key/Legend — show only statuses that appear in the current display. No --- separator before this section.

*Output the next fenced block as a code block:*
Key:

  Implementation status:
    in-progress — work is ongoing
    completed   — all tasks implemented

  Blocking reason:
    blocked     — depends on another plan's task
    in-progress — plan not yet concluded

Then prompt based on what's actionable:

If single implementable plan and no implemented plans (auto-select):

*Output the next fenced block as a code block:*
Automatically proceeding with "{topic:(titlecase)}".

→ Proceed directly to Step 4.

If nothing selectable (no implementable or implemented):

Show "not ready" block only (with unblock hint above).

*Output the next fenced block as a code block:*
Implementation Overview

No implementable plans found.

Complete blocking dependencies first, or finish plans still
in progress with /start-planning. Then re-run /start-implementation.

STOP. Do not proceed — terminal condition.

Otherwise (multiple selectable plans, or implemented plans exist):

The verb in the menu depends on the implementation state:

  • Implementation in-progress → Continue
  • Not yet started → Start
  • Completed → Re-review
*Output the next fenced block as markdown (not a code block):*
· · · · · · · · · · · ·
1. Continue "Billing" — in-progress (Phase 2, Task 3)
2. Start "Core Features" — not yet started
3. Re-review "User Auth" — completed

Select an option (enter number):
· · · · · · · · · · · ·

Recreate with actual topics and states from discovery.

STOP. Wait for user response.

If the user requests an unblock
  1. Identify the plan and the specific dependency
  2. Confirm with the user which dependency to mark as satisfied
  3. Update the plan's external_dependencies frontmatter: set state to satisfied_externally
  4. Commit the change
  5. Re-run classification and re-present Step 3

→ Based on user choice, proceed to Step 4.


Step 4: Check External Dependencies

This step is a confirmation gate. Dependencies have been pre-analyzed by the discovery script.

After the plan is selected:

  1. Check the plan's external_deps and dependency_resolution from the discovery output
If all deps satisfied (or no deps)
*Output the next fenced block as a code block:*
External dependencies satisfied.

→ Proceed to Step 5.

If any deps are blocking

This should not normally happen for plans classified as "Implementable" in Step 3. However, as an escape hatch:

*Output the next fenced block as a code block:*
Missing Dependencies

Unresolved (not yet planned):
  • {topic}: {description}
    No plan exists. Create with /start-planning or mark as
    satisfied externally.

Incomplete (planned but not implemented):
  • {topic}: {plan}:{task-id} not yet completed
    This task must be completed first.
*Output the next fenced block as markdown (not a code block):*
· · · · · · · · · · · ·
- **`i`/`implement`** — Implement the blocking dependencies first
- **`l`/`link`** — Run /link-dependencies to wire up recently completed plans
- **`s`/`satisfied`** — Mark a dependency as satisfied externally
· · · · · · · · · · · ·

STOP. Wait for user response.

Escape Hatch

If the user says a dependency has been implemented outside the workflow:

  1. Ask which dependency to mark as satisfied
  2. Update the plan frontmatter: Change the dependency's state to satisfied_externally
  3. Commit the change
  4. Re-check dependencies

→ Proceed to Step 5.


Step 5: Check Environment Setup

IMPORTANT: This step is for information gathering only. Do NOT execute any setup commands at this stage. The skill contains instructions for handling environment setup.

Use the environment section from the discovery output:

If setup_file_exists: true and requires_setup: false:

*Output the next fenced block as a code block:*
Environment: No special setup required.

→ Proceed to Step 6.

If setup_file_exists: true and requires_setup: true:

*Output the next fenced block as a code block:*
Environment setup file found: .workflows/environment-setup.md

→ Proceed to Step 6.

If setup_file_exists: false or requires_setup: unknown:

*Output the next fenced block as a code block:*
Are there any environment setup instructions I should follow before implementation?
(Or "none" if no special setup is needed)

STOP. Wait for user response.

  • If the user provides instructions, save them to .workflows/environment-setup.md, commit and push
  • If the user says no/none, create .workflows/environment-setup.md with "No special setup required." and commit

→ Proceed to Step 6.


Step 6: Invoke the Skill

Before invoking the processing skill, save a session bookmark.

*Output the next fenced block as a code block:*
Saving session state so Claude can pick up where it left off if the conversation is compacted.
.claude/hooks/workflows/write-session-state.sh \
  "{topic}" \
  "skills/technical-implementation/SKILL.md" \
  ".workflows/implementation/{topic}/tracking.md"

After completing the steps above, this skill's purpose is fulfilled.

Invoke the technical-implementation skill for your next instructions. Do not act on the gathered information until the skill is loaded - it contains the instructions for how to proceed.

Example handoff:

Implementation session for: {topic}
Plan: .workflows/planning/{topic}/plan.md
Format: {format}
Plan ID: {plan_id} (if applicable)
Specification: {specification} (exists: {true|false})
Implementation tracking: {exists | new} (status: {in-progress | not-started | completed})

Dependencies: {All satisfied | List any notes}
Environment: {Setup required | No special setup required}

Invoke the technical-implementation skill.

平台分布

Codex

33.72%
按下载量换算27

Claude

28.74%
按下载量换算23

Cursor

19.11%
按下载量换算15

Gemini CLI

10.52%
按下载量换算8

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

执行命令

安装流程涉及命令执行,可能通过 npx skills add https://github.com/leeovery/claude-technical-workflows --skill start-implementation 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

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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