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Agent Skill · 研究检索

spec%3ago(规格%3 前)

spec%3ago 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%3ago 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,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 64,698。

总安装 294周安装 12GitHub Stars 公开资料未说明下载 95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%3ago(规格%3 前)
来源仓库:https://github.com/cloudvoyant/codevoyant
仓库路径:skills/spec%3Ago
安装命令:
npx skills add https://github.com/cloudvoyant/codevoyant --skill spec:go
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/cloudvoyant/codevoyant --skill spec:go

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%3ago 用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词快速定位候选结果。通过 npx skills add 命令从指定仓库安装并使用。使用前需确认权限范围、维护状态及是否触发联网或文件操作。

spec%3ago 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/spec%3Ago

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/cloudvoyant/codevoyant --skill spec:go;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%3ago 怎么安装?

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

spec%3ago 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%3ago 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%3ago 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%3ago 用的人多吗?

公开数据是累计安装 294 次,近一周安装 12 次,下载 95 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。

spec%3ago 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

  • 同时适配 4 种工具,换客户端不用重新找替代品。

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。
  • 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 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。
  • 要求有安全扫描结论才肯安装的团队。
  • 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%3ago

规格%3 前 · 本页

294—需要联网未明确未收录

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

Compatibility: If AskUserQuestion is unavailable, present options as a numbered list and wait for the user's reply. If Task is unavailable, run parallel steps sequentially. The context: fork and agent: frontmatter fields are Claude Code-specific — on OpenCode and VS Code Copilot they are ignored and the skill runs inline using the current model.

Execute or continue the existing plan using spec-driven development.

Overview

This command executes your plan interactively, with configurable breakpoints for user review. Pass --bg for fully autonomous background execution with a desktop notification on completion (equivalent to /spec:bg).

Step -1: Parse Flags

BG_MODE  = true if --bg present
SILENT   = true if --silent present
ALLOW_COMMITS = true if --commit or -c present (default false)

If BG_MODE=true: skip Step 3 (breakpoints) and run fully autonomously. After all phases complete, send a desktop notification (see Step 5.5).

Step 0: Select Plan

Check for plan name argument: /go plan-name

If not provided, run plan selection logic:

  1. Get all active plans with Last Updated timestamps: npx @codevoyant/agent-kit plans migrate npx @codevoyant/agent-kit plans list --status Active
  2. Sort plans by Last Updated (most recent first)
  3. If only one plan exists, auto-select it
  4. If multiple plans exist, use AskUserQuestion to present the list (name, progress %, last-updated) and ask the user to choose. Example prompt: "Which plan would you like to work on?\n (1) feature-auth — 60% — updated 2h ago\n (2) refactor-api — 20% — updated 1d ago"
  5. Report to user: "Using plan: {plan-name} (last updated: {timestamp})"
  6. If no plans exist, inform user to create with /new

Step 0.5: Review Advisory

If BG_MODE=false and no --yes or -y flag is set (interactive mode only):

Check if .codevoyant/plans/{plan-name}/review.md exists. If it does NOT exist:

echo "⚠️  This plan hasn't been reviewed yet. Consider running /spec:review {plan-name} first."
echo "    Continuing anyway — press Ctrl+C to cancel."
sleep 3

If BG_MODE=true or --yes/-y flags are set, skip this check entirely (non-interactive mode).

Step 1: Read and Analyze Plan

Read .codevoyant/plans/{plan-name}/plan.md to understand:

  • The objective and full scope
  • All phases and their tasks
  • Current progress (what's checked vs unchecked)
  • Any insights from previous sessions

Validate Plan Structure:

  • Check phase headers match format: ### Phase \d+ -.+ (e.g., "### Phase 1 - Setup")
  • Check task format: \d+\. \[(x|)\].+ (e.g., "1. [] Task name")
  • Verify phase numbers are sequential (1, 2, 3...)
  • If validation fails, warn user and suggest using /refresh to check structure

Step 1.5: Validate and Setup Worktree Context

Handle worktree-based execution automatically (same as /spec:bg):

# Get current branch and working directory
CURRENT_BRANCH=$(git rev-parse --abbrev-ref HEAD 2>/dev/null)
CURRENT_DIR=$(pwd)

# Parse plan metadata
PLAN_BRANCH=$(grep "^- \*\*Branch\*\*:" .codevoyant/plans/{plan-name}/plan.md | sed 's/^- \*\*Branch\*\*: //' | sed 's/ *$//')
PLAN_WORKTREE=$(grep "^- \*\*Worktree\*\*:" .codevoyant/plans/{plan-name}/plan.md | sed 's/^- \*\*Worktree\*\*: //' | sed 's/ *$//')

# Determine worktree status
if [ -n "$PLAN_WORKTREE" ] && [ "$PLAN_WORKTREE" != "(none)" ]; then
  if [ -d "$PLAN_WORKTREE" ]; then
    WORKTREE_EXISTS=true
  else
    WORKTREE_EXISTS=false
  fi
else
  WORKTREE_EXISTS=""
fi

Case 1: Worktree exists → Auto-execute there

If WORKTREE_EXISTS=true:

✓ Plan has worktree at: $PLAN_WORKTREE
→ Executing in worktree automatically...

Change to worktree directory and continue:

cd "$PLAN_WORKTREE"

All subsequent file operations will happen in worktree context.

Case 2: Worktree specified but doesn't exist → Offer to create

If WORKTREE_EXISTS=false:

Use AskUserQuestion tool:

question: "This plan needs worktree '$PLAN_WORKTREE' (branch: $PLAN_BRANCH) but it doesn't exist. Create it now?"
header: "Worktree Setup"
multiSelect: false
options:
  - label: "Create worktree and execute"
    description: "Create worktree at $PLAN_WORKTREE, then start execution there"
  - label: "Execute here anyway"
    description: "Skip worktree, execute in current directory (may cause issues)"
  - label: "Cancel"
    description: "Don't execute, let me set it up manually"

Handle response:

  • "Create worktree and execute":

1. Create worktree: npx @codevoyant/agent-kit worktrees create --branch "$PLAN_BRANCH" --plan "$PLAN_NAME" 2. Capture the worktree path from the command output 3. Report: Created worktree at $PLAN_WORKTREE 4. Change to worktree: cd "$PLAN_WORKTREE" 5. Continue to Step 2

  • "Execute here anyway":

- Warn: ⚠️ Executing without worktree - changes will affect current branch - Continue to Step 2 (execute in current directory)

  • "Cancel":

- Exit command

Case 3: No worktree for plan → Execute in current directory

If plan has no worktree (PLAN_WORKTREE is "(none)" or empty):

  • Check if branch matches (if PLAN_BRANCH specified)
  • If branch mismatch, offer to switch: git checkout $PLAN_BRANCH
  • Otherwise continue to Step 2 normally

Result:

  • Worktree exists → Execute there automatically ✅
  • Worktree missing → Offer to create ✅
  • No worktree → Execute here (with branch check) ✅
  • Seamless workflow, no manual steps! ✅

Step 2: Determine Starting Point

  1. Find the first unchecked task in the earliest incomplete phase
  2. Report where execution will begin

Example:

Starting execution from Phase 2 - OAuth Integration
Next task: Configure OAuth providers (Google, GitHub)

Step 2.5: Validate Implementation Files

Before starting execution, verify all implementation files exist:

  1. Count phases in plan.md:

- Parse .codevoyant/plans/{plan-name}/plan.md - Count lines matching: ^### Phase (\d+) - Store total phase count

  1. Check each implementation file exists:

- For phase 1 to total phases: - Check .codevoyant/plans/{plan-name}/implementation/phase-{N}.md exists - Check file size > 100 bytes (not empty)

  1. If any files missing: ❌ Cannot start execution - implementation files missing! Missing implementation files: - phase-3.md - phase-5.md Implementation files are required for all phases before execution. These files should have been created during /spec:new. To fix: 1. Create the missing files in.codevoyant/plans/{plan-name}/implementation/ 2. Use the template structure from /spec:new Step 5.5 3. Or recreate the plan with /spec:new Cannot proceed with execution. Exit and do not continue to Step 3.
  2. If all files exist: ✓ Validated {N} implementation files (phase-1.md through phase-{N}.md)

- Report validation success: - Continue to Step 3

Step 3: Set Breakpoints

If BG_MODE=true: Skip this step entirely. Proceed directly to Step 4 with breakpoints set to "None (Fully autonomous)".

Otherwise, use AskUserQuestion tool to configure breakpoints:

question: "Should Claude take breaks during execution for your review?"
header: "Breakpoints"
multiSelect: false
options:
  - label: "None (Fully autonomous)"
    description: "Execute entire plan without stopping. Only pause on errors."
  - label: "After every phase"
    description: "Stop after each phase completes for review"
  - label: "After specific phase"
    description: "Stop after a specific phase number (will ask which one)"

If user selects "After specific phase", follow up with another AskUserQuestion asking which phase number.

Note the breakpoint selection in the execution plan (no need to edit plan.md)

Step 4: Execute Spec-Driven Development Flow

For each task in the plan, follow this workflow:

4.1: Before Starting a Task

  1. Apply any pending annotations in plan files before reading task state: Scan for > instruction (standalone lines) and content >> instruction (inline suffixes) in both plan.md and the current implementation/phase-{N}.md. Apply each one and remove the marker. This lets the user leave corrections mid-execution by editing plan files directly — they're picked up automatically at the start of each task. Report what changed (e.g., ↻ Applied 2 annotations: marked task 3 done, removed task 5). If no annotations found, continue silently.
  2. Review the task in .codevoyant/plans/{plan-name}/plan.md
  3. Identify the current phase number:

- Find which phase header the current task is under - Extract phase number from header (e.g., "### Phase 3 - Testing" → phase number is 3)

  1. Validate and read the implementation file:

- File path: .codevoyant/plans/{plan-name}/implementation/phase-{N}.md - Validate exists: Verify file exists before reading - If missing: This should never happen due to Step 2.5 validation, but if it does: ERROR: Implementation file missing for Phase {N} Expected:.codevoyant/plans/{plan-name}/implementation/phase-{N}.md Cannot execute phase without implementation specification. Please create the missing file or use /spec:refresh to validate plan structure. Stop execution and report the error to user. - If exists: Read the entire file to understand detailed implementation requirements - Reference the specific task section within the implementation file (match by task number within phase) - Understand all requirements, files to modify, dependencies, and testing needs

4.2: Implement the Task & Update Plan Status In Real-Time

  1. Follow the detailed specs in the implementation file precisely
  2. Make necessary changes to code, configuration, or documentation as specified in the implementation file
  3. CRITICAL: Update checkboxes in .codevoyant/plans/{plan-name}/plan.md immediately as tasks complete

- Use TodoWrite tool to track immediate work items (detailed sub-steps) - After updating plan.md, also update the registry: npx @codevoyant/agent-kit plans update-progress \ --name "$PLAN_NAME" \ --completed $COMPLETED \ --total $TOTAL

4.3: Pause at Phase Boundaries

When a phase is complete:

  1. CRITICAL: Run tests to validate phase completion:

- Run the project's test suite (just test, just test-template, or equivalent) - Verify all tests pass before marking phase complete - If tests fail, fix issues before proceeding - Exception: For complex refactoring, tests may be allowed to fail temporarily, but: - Document the failure reason in plan.md - Create specific tasks to fix tests in the next phase - State clearly why tests are allowed to remain broken

  1. Mark phase as complete with ✅ in .codevoyant/plans/{plan-name}/plan.md: ### Phase 2 - OAuth Integration ✅
  2. Update registry with new progress: npx @codevoyant/agent-kit plans update-progress \ --name "$PLAN_NAME" \ --completed $COMPLETED \ --total $TOTAL
  3. Before starting next phase, read the next implementation file (phase-N+1.md)
  4. Report phase completion: Phase 2 - OAuth Integration complete! ✅ Progress: 2/4 phases complete (50%) Tests: All passing ✅

Step 5: Completion

When all phases are complete:

  1. Update the registry: npx @codevoyant/agent-kit plans update-progress \ --name "$PLAN_NAME" \ --completed $TOTAL \ --total $TOTAL npx @codevoyant/agent-kit plans update-status --name "$PLAN_NAME" --status Complete
  2. Run /refresh {plan-name} to verify all checkboxes
  3. Suggest running /done {plan-name} to archive the completed plan
  4. Report completion: Plan "{plan-name}" execution complete! ✅ All phases complete: X/X tasks (100%) Next steps: - Review the completed work - Run /done {plan-name} to archive this plan - Start a new plan with /new

Step 5.5: Desktop Notification (--bg only)

If BG_MODE=true and SILENT=false, send a desktop notification after all phases complete or fail:

npx @codevoyant/agent-kit notify \
  --title "Claude Code — Spec" \
  --message "{ALL_DONE: Plan '{plan-name}' complete | FAILED: Plan '{plan-name}' stopped at Phase {N}}"

平台分布

Codex

39.4%
按下载量换算37

Claude

28.66%
按下载量换算27

Cursor

20.51%
按下载量换算19

Gemini CLI

8.76%
按下载量换算8

安全审计

暂无安全审计结果可展示。

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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