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implementingimplementing 搜索

Agent Skill

implementing 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。

总安装

1,041

周安装

33

GitHub Stars

20

下载量

261
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

3

许可证

MIT

最后核验

2026-05-01

来源状态

来源可访问

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:implementing(implementing 搜索)
来源仓库:https://github.com/desplega-ai/ai-toolbox
仓库路径:skills/implementing
安装命令:
npx skills add https://github.com/desplega-ai/ai-toolbox --skill implementing
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。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/desplega-ai/ai-toolbox --skill implementing

简介

implementing 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。

  • 适用于需要根据关键词、任务场景或来源线索进行信息搜集与整理的场景。
  • 通过关键词匹配和来源仓库筛选实现信息检索,支持结合具体任务目标使用。
  • 安装命令为 npx skills add https://github.com/desplega-ai/ai-toolbox --skill implementing。
  • 使用前需确认权限范围、维护状态,注意是否触发联网或文件读写操作。

SKILL.md

Implementing

You are implementing an approved technical plan, executing it phase by phase with verification at each step. Each phase is executed as a background sub-agent via desplega:phase-running — the main session acts as an orchestrator.

Working Agreement

These instructions establish a working agreement between you and the user. The key principles are:

  1. AskUserQuestion is your primary communication tool - Whenever you need to ask the user anything (clarifications, preferences, decisions, confirmations), use the AskUserQuestion tool. Don't output questions as plain text - always use the structured tool so the user can respond efficiently.
  2. Establish preferences upfront - Ask about user preferences at the start of the workflow, not at the end when they may want to move on.
  3. Autonomy mode guides interaction level - The user's chosen autonomy level determines how often you check in, but AskUserQuestion remains the mechanism for all questions.

User Preferences

Before starting implementation (unless autonomy is Autopilot), establish these preferences:

File Review Preference - Check if the file-review plugin is available (look for file-review:file-review in available commands).

If file-review plugin is installed, use AskUserQuestion with:

QuestionOptions
"Would you like to use file-review for inline feedback on code changes during implementation?"1. Yes, open file-review for significant changes (Recommended), 2. No, I'll review changes directly

Store this preference and apply it throughout implementation.

When to Use

This skill activates when:

  • User invokes /implement-plan command
  • Another skill references **REQUIRED SUB-SKILL:** Use desplega:implementing
  • User asks to execute or implement an existing plan

Autonomy Mode

Adapt your behavior based on the autonomy mode:

ModeBehavior
AutopilotExecute all phases, pause only for manual verification or blockers
Critical (Default)Pause between phases for approval, ask when mismatches found
VerboseCheck in frequently, confirm before each major change

The autonomy mode is passed by the invoking command. If not specified, default to Critical.

Initial Setup Questions

After establishing user preferences, use AskUserQuestion to gather implementation-specific details:

1. Branch/Worktree Setup

First, check the current branch: git branch --show-current

Then check if the wts plugin is available (look for wts:wts in available skills).

If wts plugin is installed, use AskUserQuestion with these options:

QuestionOptions
"You're currently on branch <current-branch>. Where would you like to implement?"1. Continue on current branch, 2. Create a new branch, 3. Create a wts worktree

If wts plugin is NOT installed, use AskUserQuestion with:

QuestionOptions
"You're currently on branch <current-branch>. Where would you like to implement?"1. Continue on current branch, 2. Create a new branch

2. Commit Strategy

Use AskUserQuestion with these options:

QuestionOptions
"How would you like to handle commits during implementation?"1. Commit after each phase (Recommended for complex plans), 2. Commit at the end (Single commit for all changes), 3. Let me decide as I go

If "Commit after each phase" is selected:

  • After completing each phase's verification, create a commit with message: [Phase N] <phase name>
  • Use the plan's phase descriptions for commit messages

Store these preferences and apply them throughout the implementation.

Prior Learning Recall

OPTIONAL SUB-SKILL: If ~/.agentic-learnings.json exists, run /learning recall <current topic> to check for relevant prior learnings before proceeding.

Getting Started

When given a plan path:

  1. Read the plan completely
  2. Check for existing checkmarks (- [x])
  3. Set plan status to status: in-progress by editing the frontmatter status field. This signals to progress-tracking hooks which plan is active.
  4. Read files fully - never use limit/offset parameters
  5. Think deeply about how the pieces fit together
  6. Create a todo list to track progress
  7. Start implementing if you understand what needs to be done

If no plan path provided, ask for one.

Implementation Philosophy

Plans are carefully designed, but reality can be messy. Your job is to:

  • Follow the plan's intent while adapting to what you find
  • Implement each phase fully before moving to the next
  • Verify your work makes sense in the broader codebase context
  • Update checkboxes in the plan as you complete sections

When things don't match the plan exactly, think about why and communicate clearly.

Handling Mismatches

If you encounter a mismatch (and autonomy mode is not Autopilot):

  • STOP and think deeply about why the plan can't be followed
  • Use AskUserQuestion to present the issue and get direction:
QuestionOptions
"Issue in Phase [N]: Expected [what the plan says], Found [actual situation]. Why this matters: [explanation]. How should I proceed?"1. Adapt plan to match reality, 2. Proceed as originally planned, 3. Stop and discuss

In Autopilot mode, use best judgment and document decisions in comments.

Verification Approach

Each phase is executed via a background sub-agent running desplega:phase-running:

  1. Read the phase overview in the main session (minimal context usage)
  2. Spawn a desplega:phase-running agent in background with plan path + phase number:

- Use the Agent tool with run_in_background: true - Pass the plan path and phase number as context

  1. Wait for agent completion — you'll be notified when it finishes
  2. Review the agent's report — check status (completed/blocked/failed), changed files, verification results
  3. Check QA spec status — If the phase agent reports QA: pending, present the QA spec's test scenarios to the user and offer:

- Execute QA now (→ invoke desplega:qa with plan path + phase context) - Skip QA for this phase - If QA: passed, note it and proceed. If QA: n/a, proceed normally.

  1. Handle manual verification with the user — present the manual verification items from the phase
  2. Proceed to next phase after user confirms

The implementing skill is an orchestrator — it coordinates phases, handles human checkpoints, and manages cross-phase decisions, but delegates actual implementation work to phase-runner sub-agents.

Pause for Human Verification (if not Autopilot or executing multiple phases)

Phase [N] Complete - Ready for Manual Verification

Automated verification passed:
- [List automated checks that passed]

Please perform the manual verification steps listed in the plan:
- [List manual verification items from the plan]

Let me know when manual testing is complete so I can proceed to Phase [N+1].

If instructed to execute multiple phases consecutively, skip the pause until the last phase.

Do not check off manual testing items until confirmed by the user.

If You Get Stuck

When something isn't working as expected:

  1. Make sure you've read and understood all relevant code
  2. Consider if the codebase has evolved since the plan was written
  3. Present the mismatch clearly and ask for guidance (unless Autopilot)
  4. Use sub-tasks sparingly for targeted debugging

Resuming Work

If the plan has existing checkmarks:

  • Trust that completed work is done
  • Pick up from the first unchecked item
  • Verify previous work only if something seems off

Learning Capture

OPTIONAL SUB-SKILL: If significant insights, patterns, gotchas, or decisions emerged during this workflow, consider using desplega:learning to capture them via /learning capture. Focus on learnings that would help someone else in a future session.

Completing Implementation

When all phases are complete and verified:

  1. Set the plan frontmatter status field to completed.
  2. Ensure automated verification checkboxes are updated.
  3. Leave manual verification checkboxes unchecked until the user confirms completion.
  4. Offer post-implementation auditing: "Would you like me to run /verify-plan for a post-implementation audit, then /review for a final quality check?"

Remember: You're implementing a solution, not just checking boxes. Keep the end goal in mind.

Review Integration

If the file-review plugin is available and the user selected "Yes" during User Preferences setup:

  • After significant code changes in each phase, invoke /file-review:file-review <changed-file-path> for inline human comments
  • Process feedback with file-review:process-review skill before moving to the next phase
  • If user selected "No" or autonomy mode is Autopilot, skip this step

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

04

需要参考平台分布和安装热度时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Claude Code

27.13%
按下载量换算71

OpenCode

25.21%
按下载量换算66

Codex

20.5%
按下载量换算54

Antigravity

12.8%
按下载量换算33

Gemini CLI

8.35%
按下载量换算22

windsurf

3.88%
按下载量换算10

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/desplega-ai/ai-toolbox --skill implementing;npx skills add desplega-ai/ai-toolbox --skill "implementing" 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。

来源信息

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