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Agent Skill · 研究检索

spec-kit-implement(规格套件工具)

spec-kit-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。

spec-kit-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 71,596。

总安装 194周安装 8GitHub Stars 2下载 63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-kit-implement(规格套件工具)
来源仓库:https://github.com/ahgraber/skills
仓库路径:skills/spec-kit-implement
安装命令:
npx skills add https://github.com/ahgraber/skills --skill spec-kit-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/ahgraber/skills --skill spec-kit-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。

spec-kit-implement 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线索快速定位候选结果。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-kit-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/ahgraber/skills --skill spec-kit-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

spec-kit-implement 怎么安装?

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

spec-kit-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。

spec-kit-implement 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。

spec-kit-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。

spec-kit-implement 用的人多吗?

公开数据是累计安装 194 次,近一周安装 8 次,下载 63 次,GitHub 2 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-kit-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
spec-kit-implement

规格套件工具 · 本页

1942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

Spec Kit Implement

Execute approved feature tasks in dependency order and keep tasks.md status accurate.

Invocation Notice

  • Inform the user when this skill is being invoked by name: spec-kit-implement.

When to Use

  • tasks.md exists and you need to execute it phase-by-phase to deliver the feature.
  • Implementation work has started, but task sequencing, checklist gates, or progress tracking is inconsistent.
  • You need deterministic execution behavior before handoff or release readiness checks.

When Not to Use

  • tasks.md does not exist yet (spec-kit-tasks first).
  • You are still writing or revising requirements/design artifacts (spec-kit-specify, spec-kit-clarify, spec-kit-plan).
  • You need read-only consistency analysis rather than execution (spec-kit-analyze).
  • You need coordinated artifact remediation after gaps are discovered (spec-kit-reconcile).

Router Fit

  • Primary route from spec-kit after spec-kit-tasks.
  • Requires planning + task artifacts for the active feature branch.
  • Routes execution-discovered artifact drift to spec-kit-reconcile.

Preconditions

  • Run from repository root (or a subdirectory inside it).
  • Active feature context resolves to a single specs/<feature>/ directory.
  • tasks.md reflects the current approved plan.md.

Workflow

  1. Resolve feature artifacts and enforce implementation gate:

- Run scripts/check-prerequisites.sh --json --require-tasks --include-tasks exactly once. - Parse FEATURE_DIR and AVAILABLE_DOCS. - Derive: - TASKS = FEATURE_DIR/tasks.md - IMPL_PLAN = FEATURE_DIR/plan.md - If prerequisites fail: - missing tasks.md: stop and route to spec-kit-tasks - missing plan.md: stop and route to spec-kit-plan

  1. Enforce checklist gate when checklists exist:

- If FEATURE_DIR/checklists/ exists, scan all checklist files. - If any unchecked items remain, stop and ask whether to proceed anyway. - Continue only after explicit user approval.

  1. Load execution context:

- Required: tasks.md, plan.md. - Optional (when present): data-model.md, contracts/, research.md, quickstart.md. - Use these artifacts as source of truth; do not invent scope beyond them.

  1. Verify ignore-file coverage for active tooling:

- Check relevant ignore files (.gitignore, .dockerignore, .eslintignore, .prettierignore, etc.). - Add only missing critical patterns; preserve existing user/project conventions.

  1. Parse tasks.md into an execution plan before running tasks:

- Extract phase boundaries and phase intent (setup/foundational, user-story phases, polish). - Extract per-task fields: task ID, description, file path, [P] marker, and optional [US#] label. - Build dependency order from task IDs, phase ordering, and explicit sequencing notes. - Treat this parsed structure as execution truth for progress and failure handling.

  1. Execute tasks in phase order:

- Respect ordering and dependency constraints from tasks.md. - Run [P] tasks in parallel only when there is no file overlap or dependency coupling. - Follow tests-before-implementation ordering where test tasks exist. - Complete each phase before moving to the next: - setup/foundational work first, - then user-story phases in priority order, - polish and cross-cutting validation last.

  1. Track progress and failures continuously:

- After each completed task, mark it [X] in tasks.md immediately. - Halt on critical sequential task failures and report the blocking context. - For parallel batches, keep successful items moving and report failed tasks with next actions.

  1. Run completion checks:

- All required tasks are complete. - Implementation aligns with spec.md/plan.md intent. - Required tests/validation pass per project constraints. - If gaps remain (for example missing wiring, acceptance mismatch, integration drift), route to spec-kit-reconcile with a concrete gap report.

  1. Report implementation result:

- Absolute path to tasks.md. - Completed vs remaining task counts. - Checklist gate outcome (if used). - Final status and recommended next step.

Output

  • Updated tasks.md completion state for the active feature.
  • Implementation progress summary with blockers/failures (if any).
  • Final readiness signal for post-implementation verification/review.

Key Rules

  • Treat tasks.md ordering as execution truth.
  • Never mark a task [X] before its work and validations are complete.
  • Do not run [P] tasks concurrently when they touch the same files or dependent resources.
  • Stop and reroute when prerequisite artifacts are missing or invalid.
  • Do not patch spec/plan/tasks ad hoc during execution; use spec-kit-reconcile for structured remediation.

Common Mistakes

  • Starting implementation with stale or missing tasks.md.
  • Skipping checklist acknowledgment when unresolved checklist items exist.
  • Forgetting immediate [X] updates in tasks.md, causing drift between reality and artifact state.
  • Running [P] tasks together despite file/dependency conflicts.
  • Continuing past critical sequential failures instead of stopping and reporting.
  • Editing spec.md/plan.md/tasks.md informally during implementation instead of routing remediation through spec-kit-reconcile.

References

  • references/spec-kit-implement-flow.dot for implementation execution logic workflow
  • references/spec-kit-workflow.dot for overall context of how the implementation fits into the Spec Kit process.
  • scripts/check-prerequisites.sh
  • https://github.com/github/spec-kit/blob/9111699cd27879e3e6301651a03e502ecb6dd65d/templates/commands/implement.md

平台分布

Codex

32.79%
按下载量换算21

Claude

29.29%
按下载量换算18

Cursor

18.99%
按下载量换算12

Gemini CLI

9.07%
按下载量换算6

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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