Agent skill

Conductor Implement

by gemini-cli-extensions in gemini-cli-extensions/conductor

Executes the tasks defined in the specified track's plan. An agent skill from gemini-cli-extensions/conductor.

Apache-2.0Auto-check passedDevelopment

Install Conductor Implement

skills CLI
$ npx skills add gemini-cli-extensions/conductor --skill conductor-implement -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install gemini-cli-extensions/conductor conductor-implement --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/gemini-cli-extensions/conductor.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/conductor-implement .claude/skills/conductor-implement && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
conductor-implement
GitHub stars
3.8k
Token cost
~2.5k tokens
SKILL.md length
1,361 words
Files
1
Skills in repo
6
Repo updated
First seen
Licence
Apache-2.0

At a glance

Executes the tasks defined in the specified track's plan. An agent skill from gemini-cli-extensions/conductor.

  • Works in 5 steps: Handshake & Context Initialization → Track Selection → Track Implementation → …
  • Tasks that involve Debugging
  • SKILL.md covers Operational Standards, 1. Handshake & Context…, 2. Track Selection and 3. Track Implementation, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Conductor Implement is an agent skill from gemini-cli-extensions/conductor. Executes the tasks defined in the specified track's plan. Use this to start or continue working on a feature, bug fix, or chore.

Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Development, covering Debugging. The repository describes itself as: A plugin for AI coding agents (Antigravity, Claude Code) enabling Spec-Driven Development to specify, plan, and implement software features. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Debugging

Example prompts

  • “Use the conductor-implement skill to execute the tasks defined in the specified track's plan. An agent skill from gemini-cli-extensions/conductor”
  • “/conductor-implement”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Handshake & Context Initialization
  2. Track Selection
  3. Track Implementation
  4. Synchronize Project Documentation
  5. Completion and Handoff

What it can do on your machine

Read from SKILL.md and the folder at commit 6e8f9a8. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Conductor Implement loads about 2.5k tokens when it runs. Until then it costs about 37 tokens; SKILL.md has 1,361 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~37
When it runs · the whole SKILL.md, loaded when a task matches
~2.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from gemini-cli-extensions/conductor at commit 6e8f9a8, republished under its Apache-2.0 licence (© gemini-cli-extensions). 1,361 words, ~2,514 tokens.

Download SKILL.mdSave it as .claude/skills/conductor-implement/SKILL.md (or your agent's skills folder).
name
conductor-implement
description
Executes the tasks defined in the specified track's plan. Use this to start or continue working on a feature, bug fix, or chore.
metadata.version
1.0

Conductor Implement Skill

You are the Conductor Implementer. Your goal is to execute the tasks defined in the specified track's plan following the Spec-Driven Development (SDD) framework. This document is your operational protocol: adhere to it precisely and sequentially.

Operational Standards

  • Precise Execution: Do not skip steps. Do not make assumptions about the project state; always verify via the terminal.
  • Tool Validation: You MUST validate the success of every tool call. If a command fails, review the error, attempt to self-correct once, or halt and ask for guidance.
  • Path Integrity: Always use relative paths starting from the project root (e.g., conductor/tracks.md).
  • Interaction Protocol: When gathering information or asking for decisions, you MUST provide either single-choice or multiple-choice options based on context-aware suggestions. If a specific option is preferred based on project standards or best practices, list it first, prefix it with '(Recommended)', and provide a brief, context-rich explanation of why it is the better choice. You MUST always include a custom or "Other" option to allow user-defined input. Avoid asking raw, open-ended questions without suggestions.
  • Sequential Questioning (CRITICAL): When gathering information or asking the user questions, if a native tool is available to present multiple questions for structured answering (e.g., a modal or form tool), you may use it to group questions. However, if you are interacting via standard text chat, you MUST ask questions strictly one at a time and wait for the user's response before proceeding to the next question. Do NOT output multiple questions in a single chat response.

1. Handshake & Context Initialization

Before starting the implementation process, you MUST locate and read the project's foundational context.

  1. Locate Index: Check for the existence of conductor/index.md in the project root.

    • If Missing:
      • Announce: "Conductor is not initialized properly. I cannot find the conductor/index.md file."
      • Ask the user using a Yes/No question if they would like to run the setup process now to initialize Conductor.
      • If Approved: Internally invoke the conductor-setup skill.
      • If Denied: HALT and await further instructions.
  2. Load & Verify Context: Read conductor/index.md and use the provided links to locate the core files:

    • Product Definition (product.md)
    • Tech Stack (tech-stack.md)
    • Workflow (workflow.md)
    • Health Check: You MUST verify that every linked file actually exists. If ANY of these core files are missing, HALT immediately. Announce which file is missing and ask the user if they would like to run the setup process to repair the environment.

2. Track Selection

Adhere to this sequence to identify and select the track to be implemented.

  1. Check for User Input: First, check if the user provided a track name in their request.

  2. Locate and Parse Tracks Registry:

    • Locate the Tracks Registry (Default: conductor/tracks.md).
    • Read and parse the registry to identify all tracks, their status ([ ], [~], [x]), and their folder links.
    • CRITICAL: If the registry is empty or missing, announce that no tracks are available to implement and HALT.
  3. Select Track:

    • If a track name was provided:
      • Search for a match in the parsed registry.
      • If a unique match is found: Ask the user for confirmation using a Yes/No question to proceed with implementation of that specific track.
      • If no match or ambiguous: Ask the user to clarify by asking an open question for them to provide the exact name, or presenting a multiple-choice list of available incomplete tracks to select from.
    • If no track name was provided:
      • Identify Next Track: Find the first incomplete track in the registry.
      • If found: Propose this track to the user and ask for confirmation using a Yes/No question to proceed.
      • If not found: Announce that all tracks are complete and HALT.

3. Track Implementation

Adhere to this sequence to execute the selected track.

  1. Announce Action: Announce which track you are beginning to implement.

  2. Update Status to 'In Progress':

    • Before beginning any work, update the status of the selected track to [~] in the Tracks Registry file.
    • Stage the file and commit: chore(conductor): Mark track '<track_description>' as in progress.
  3. Load Track Context:

    • Identify the track folder from the tracks file to get the <track_id>.
    • Resolve and read the Specification and Implementation Plan for the selected track (Check the track's index.md for links, or use default paths).
    • Resolve and read the Workflow document (Check conductor/index.md for the link, or use default path).
    • If you fail to read any of these files, halt and inform the user.
    • Check for installed skills in .agents/skills/ and ~/.agents/extensions/conductor/skills/.
    • If relevant skills are found, activate them and prioritize their guidelines.
  4. Execute Tasks and Update Track Plan:

    • Loop through each task in the track's Implementation Plan one by one.
    • For each task, defer to the Workflow file as the single source of truth for implementation, testing, and committing.
    • Ensure every human-in-the-loop interaction mentioned in the Workflow is conducted using appropriate question types (Yes/No, open question, or multiple-choice).
  5. Finalize Track:

    • After all tasks are completed, update the track status to [x] in the Tracks Registry.
    • Stage the Tracks Registry file and commit: chore(conductor): Mark track '<track_description>' as complete.
    • Announce that the track is fully complete.

Show full SKILL.md (525 more words)Show less

4. Synchronize Project Documentation

Adhere to this sequence to update project-level documentation based on the completed track.

  1. Execution Trigger: This protocol MUST only be executed when a track has reached a completed status ([x]) in the tracks file.

  2. Announce Synchronization: Announce that you are now synchronizing the project-level documentation with the completed track's specifications.

  3. Load Track Specification: Read the track's Specification.

  4. Load Project Documents:

    • Locate and read:
      • Product Definition
      • Tech Stack
      • Product Guidelines
  5. Analyze and Update: a. Analyze Specification: Carefully analyze the Specification to identify any new features, changes in functionality, or updates to the technology stack. b. Update Product Definition: i. Condition for Update: Determine if the completed feature or bug fix significantly impacts the description of the product itself. ii. Propose and Confirm Changes: If an update is needed: Present the proposed updates (ideally in a diff format) to the user and ask for approval using a Yes/No question. iii. Action: Only after receiving explicit user confirmation, perform the file edits to update the Product Definition file. c. Update Tech Stack: i. Condition for Update: Determine if significant changes in the technology stack are detected as a result of the completed track. ii. Propose and Confirm Changes: If an update is needed: Present the proposed updates (ideally in a diff format) to the user and ask for approval using a Yes/No question. iii. Action: Only after receiving explicit user confirmation, perform the file edits to update the Tech Stack file. d. Update Product Guidelines (Strictly Controlled): i. CRITICAL WARNING: This file defines the core identity and communication style of the product. It should be modified with extreme caution and ONLY in cases of significant strategic shifts, such as a product rebrand or a fundamental change in user engagement philosophy. ii. Condition for Update: You may ONLY propose an update to this file if the track's Specification explicitly describes a change that directly impacts branding, voice, tone, or other core product guidelines. iii. Propose and Confirm Changes: If the conditions are met: Present the proposed changes (ideally in a diff format) to the user and ask for approval using a Yes/No question, including a clear warning about the sensitivity of the file. iv. Action: Only after receiving explicit user confirmation, perform the file edits.

  6. Final Report: Announce the completion of the synchronization process and provide a summary of the actions taken.

    • If any files were changed (Product Definition, Tech Stack, or Product Guidelines), stage them and commit them with a message like: docs(conductor): Synchronize docs for track '<track_description>'.

5. Completion and Handoff

Once the track is marked as complete and project documentation is synchronized, announce the final state.

  1. Summary: Present a summary of the implementation (e.g., tasks completed, documentation updated).
  2. Proactive Suggestion: Ask the user if they would like to perform a formal code review of the completed track right now using a Yes/No question.
  3. Internal Handoff:
    • If the user agrees, you MUST use the conductor-review skill to begin the review process for the recently completed track.
    • If the user declines, inform them they can run a review later by using the conductor-review skill directly.

© gemini-cli-extensions, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/conductor-implement of gemini-cli-extensions/conductor.

Open the folder on GitHubat commit 6e8f9a8

Compare with similar skills

Conductor Implement next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Conductor Implement compared with similar skills
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Native Data FetchingCherryHQ/cherry-studio-app4k6 repos~2.9kAutomated safety check: NotesMIT
Aoti Debugpytorch/pytorch104k1 repos~1.7kAutomated safety check: PassCustom licence
Herdr Throwaway Reproductionherdrdev/herdr43k—~2.4kAutomated safety check: PassApache-2.0
Systematic Debuggingultralisp/ultralisp25851 repos~2.4kAutomated safety check: PassNone

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Categories

Questions about Conductor Implement

What does Conductor Implement do?

Executes the tasks defined in the specified track's plan. An agent skill from gemini-cli-extensions/conductor. Conductor Implement is an agent skill from gemini-cli-extensions/conductor. Executes the tasks defined in the specified track's plan.

When should I use Conductor Implement?

Conductor Implement fits situations like: tasks that involve Debugging.

How do I install Conductor Implement in Claude Code?

Run `npx skills add gemini-cli-extensions/conductor --skill conductor-implement -a claude-code`. Or copy the skill folder (skills/conductor-implement in gemini-cli-extensions/conductor) into .claude/skills/conductor-implement in your project. Claude Code loads it when a task matches its description.

How do I install Conductor Implement in Codex?

Run `npx skills add gemini-cli-extensions/conductor --skill conductor-implement -a codex`. Or copy the skill folder (skills/conductor-implement in gemini-cli-extensions/conductor) into .agents/skills/conductor-implement in your project. Codex loads it when a task matches its description.

Can I use Conductor Implement in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add gemini-cli-extensions/conductor --skill conductor-implement -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/conductor-implement, .gemini/skills/conductor-implement, .github/skills/conductor-implement and .opencode/skills/conductor-implement in your project.

What does Conductor Implement need to run?

SKILL.md names no scripts, command-line tools or credentials: Conductor Implement is instructions for the agent only.

Does Conductor Implement access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Conductor Implement safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Conductor Implement use?

Conductor Implement is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Conductor Implement use?

About 2.5k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Conductor Implement?

Skills that share tags, products or a category with Conductor Implement: Trellis Session Insight (mindfold-ai/Trellis, 15k stars), Native Data Fetching (CherryHQ/cherry-studio-app, 4k stars), Aoti Debug (pytorch/pytorch, 104k stars) and Herdr Throwaway Reproduction (herdrdev/herdr, 43k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Conductor Implement?

gemini-cli-extensions (a GitHub organization) maintains it in gemini-cli-extensions/conductor, which has 3,757 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on September 1, 2026.

Source: gemini-cli-extensions/conductor on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.