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Agent Skill · 研究检索

feature-spec(功能规格)

feature-spec 用于查找、检索和筛选相关信息,适合在 Local Agent 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。

feature-spec 是研究检索类 Agent Skill,可用宿主为 Local Agent,通过unknown获取,权限为执行命令;许可证信息还不明确,暂无第三方扫描结果,按安装量在研究检索类的 73,675 个 Skill 里排第 67,870。

总安装 240周安装 10下载 80核验 2026-05-01
研究检索执行命令unknown未标认证来源可访问许可证需确认审计未展示Local Agent

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。
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:feature-spec(功能规格)
来源仓库:https://smithery.ai
仓库路径:feature-spec
安装命令:
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。当前暂无明确安装命令,请以来源页面说明为准。

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。

feature-spec 工具聚焦于功能需求的细化与验收标准制定。适用于敏捷开发中的用户故事拆分与 DoD 定义。支持用例场景枚举与边界条件覆盖检查。feature-spec 属于研究检索类 Skill,可作为该场景下的辅助能力补充。规格文档应保持与技术实现强同步防止漂移。非功能性需求如性能与安全也需纳入考量范围。

来源仓库内路径:feature-spec

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 Local Agent;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

    没有现成安装命令,按unknown的说明从来源页面获取,仓库路径是 feature-spec。

  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

feature-spec 怎么安装?

公开资料没有给出可以直接复制的命令,需要按来源页面说明手动安装,仓库内路径为 feature-spec。

feature-spec 支持哪些 AI 工具?

公开资料标注支持 Local Agent。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。

feature-spec 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 第三方 CLI 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。

feature-spec 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。

feature-spec 用的人多吗?

公开数据是累计安装 240 次,近一周安装 10 次,下载 80 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。

feature-spec 安全吗?

没有查到第三方扫描结果,安全性无法从公开资料判断,安装前请自行审查源码、依赖和命令行为。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 Local Agent 一种宿主,触发方式和使用习惯不用来回切换。

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。
  • 没有第三方扫描结果,安全性只能靠自己读源码判断。
  • 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 Local Agent,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。
  • 要求有安全扫描结论才肯安装的团队。

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
feature-spec

功能规格 · 本页

240—执行命令未明确未收录

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

Generate a feature specification document for the feature $1.

Workflow

Copy this checklist and track progress:

Feature Spec Progress:
- [ ] Directory guard
- [ ] Handle arguments (feature name)
- [ ] Create feature directory
- [ ] Existing file guard (prevent overwrite)
- [ ] Run guided Q&A process (from PROMPT.md)
- [ ] Write FEATURE_SPEC.md
- [ ] Capture deferred requirements
- [ ] Cross-model review (if Codex available)

Directory Guard

  1. If .toolkit-marker exists in the current working directory → STOP: "You're in the toolkit repo. Feature skills run from your project directory. Run: cd ~/Projects/your-project && /feature-spec $1"
  2. Check .claude/toolkit-version.json exists in the current working directory (confirms /setup was run). If missing → STOP: "Toolkit not installed. Run /setup from the toolkit first."
  3. Check AGENTS.md exists in the current working directory (confirms project root). If missing → STOP: "Run this from your project root (where AGENTS.md lives)."

Arguments

  • $1 = feature name (e.g., analytics, dark-mode)
  • If $1 is empty, ask the user for the feature name
  • PROJECT_ROOT = current working directory
  • FEATURE_DIR = PROJECT_ROOT/features/$1

Create features/$1/ if it doesn't exist:

mkdir -p "features/$1"

Existing File Guard (Prevent Overwrite)

Before asking any questions, check whether FEATURE_DIR/FEATURE_SPEC.md already exists.

  • If it does not exist: continue normally.
  • If it exists: STOP and ask the user what to do:

1. Backup then overwrite (recommended): read the existing file and write it to FEATURE_DIR/FEATURE_SPEC.md.bak.YYYYMMDD-HHMMSS, then write the new document to FEATURE_DIR/FEATURE_SPEC.md 2. Overwrite: replace FEATURE_DIR/FEATURE_SPEC.md with the new document 3. Abort: do not write anything; suggest they rename/move the existing file first

Process

Read .claude/skills/feature-spec/PROMPT.md and follow its instructions exactly:

  1. Ask the user to describe the feature they want to add
  2. Work through each question category (Problem, Users, Behavior, Integration, Scope)
  3. Make recommendations with confidence levels
  4. Generate the final FEATURE_SPEC.md document

Output

Write the completed specification to FEATURE_DIR/FEATURE_SPEC.md.

Deferred Requirements Capture (During Q&A)

IMPORTANT: Capture deferred requirements interactively during the Q&A process, not after.

Write deferred items to PROJECT_ROOT/DEFERRED.md (not the feature directory).

When to Trigger

During the Q&A, watch for signals that the user is deferring something:

  • "out of scope"
  • "not in this feature" / "separate feature"
  • "v2" / "future version"
  • "later" / "eventually"
  • "follow-up" / "future enhancement"
  • "nice to have"
  • "we'll skip that for now"

Capture Flow

When you detect a deferral signal, immediately use AskUserQuestion:

Question: "Would you like to save this to your deferred requirements?"
Header: "Defer?"
Options:
  - "Yes, capture it" — I'll ask a few quick questions to document it
  - "No, skip" — Don't record this

If user selects "Yes, capture it":

Ask these clarifying questions:

  1. What's being deferred? "In one sentence, what's the requirement or feature?" (Pre-fill with your understanding from context)
  2. Why defer it? Options: "Out of scope for this feature" / "Separate feature" / "V2" / "Needs more research" / "Other"
  3. Notes for later? "Any context that will help when revisiting this?" (Optional — user can skip)

Write to DEFERRED.md Immediately

After collecting answers, append to PROJECT_ROOT/DEFERRED.md right away.

If file doesn't exist, create it:

# Deferred Requirements

> Captured during specification Q&A. Review when planning future versions.

## From FEATURE_SPEC.md: {FEATURE_NAME} ({date})

| Requirement | Reason | Notes |
|-------------|--------|-------|
| {user's answer} | {selected reason} | {notes or "—"} |

If file exists, add new feature section or append to existing:

## From FEATURE_SPEC.md: {FEATURE_NAME} ({date})

| Requirement | Reason | Notes |
|-------------|--------|-------|
| {user's answer} | {selected reason} | {notes or "—"} |

Continue Q&A

After capturing (or skipping), continue the spec Q&A where you left off.

Verification (Automatic)

After writing FEATURE_SPEC.md, run quality verification:

  1. Invoke /verify-spec feature-spec on the generated document
  2. This runs quality checks only (no upstream context preservation since FEATURE_SPEC.md has no upstream):

- Q-001: Vague/unmeasurable language ("fast", "user-friendly", "simple") - Q-002: Subjective terms without targets ("better", "improved") - Q-003: Missing rationale for decisions - Q-005: Implicit assumptions - Q-006: Conflicting requirements - Q-PS-001: Missing user flow (feature mentioned without step-by-step interaction) - Q-PS-002: Only happy path described (no edge cases) - Q-PS-003: Unbounded scope ("all", "any", "every" without limits) - Q-PS-004: Missing non-functional requirements (performance, security, accessibility)

  1. Present CRITICAL issues with resolution options (max 2 fix iterations)
  2. Do not proceed to cross-model review until verification passes or user explicitly chooses to proceed with noted issues

Cross-Model Review (Automatic)

After verification, run cross-model review if Codex CLI is available:

  1. Check if Codex CLI is installed: codex --version
  2. If available, run /codex-consult on the generated document
  3. Present any findings to the user before proceeding

Consultation invocation:

/codex-consult --research "feature requirements, user stories" features/$1/FEATURE_SPEC.md

If Codex finds issues:

  • Show critical issues and recommendations
  • Ask user: "Address findings before proceeding?" (Yes/No)
  • If Yes: Apply suggested fixes
  • If No: Continue with noted issues

If Codex unavailable: Skip silently and proceed to Next Step.

Error Handling

SituationAction
Feature name argument is empty and user does not provide onePrompt again with AskUserQuestion; do not proceed without a feature name
FEATURE_SPEC.md already exists and user selects "Abort"Stop immediately, do not write any files, suggest renaming or moving the existing file
PROMPT.md not found at .claude/skills/feature-spec/PROMPT.mdStop and report "Skill asset missing — reinstall toolkit or run /setup"
DEFERRED.md write fails (permissions or disk)Output deferred items to terminal, warn user, continue with spec generation
Codex CLI invocation fails or times outLog the error, skip cross-model review, proceed to Next Step

Next Step

When complete, inform the user:

FEATURE_SPEC.md created at features/$1/FEATURE_SPEC.md
Deferred Requirements: {count} items captured to DEFERRED.md
Verification: PASSED | PASSED WITH NOTES | NEEDS REVIEW
Cross-Model Review: PASSED | PASSED WITH NOTES | SKIPPED

Next: Run /feature-technical-spec $1

平台分布

Local Agent

81.47%
按下载量换算65

安全审计

暂无安全审计结果可展示。

权限和风险

执行命令

安装流程涉及命令执行,可能通过 第三方 CLI 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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