MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
The single entry point to the Conductor system - state your goal and everything is handled automatically
Install Go
$ npx skills add Ibrahim-3d/orchestrator-supaconductor --skill go -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Ibrahim-3d/orchestrator-supaconductor go --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Ibrahim-3d/orchestrator-supaconductor.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/go .claude/skills/go && rm -rf skills-srcUse ~/.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/
Install the "go" agent skill from https://github.com/Ibrahim-3d/orchestrator-supaconductor/tree/master/skills/go into .claude/skills/go/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "go", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Ibrahim-3d/orchestrator-supaconductor/tree/master/skills/goType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Ibrahim-3d/orchestrator-supaconductor --skill go -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Ibrahim-3d/orchestrator-supaconductor go --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ibrahim-3d/orchestrator-supaconductor.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/go .agents/skills/go && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "go" agent skill from https://github.com/Ibrahim-3d/orchestrator-supaconductor/tree/master/skills/go into .agents/skills/go/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "go", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Ibrahim-3d/orchestrator-supaconductor --skill go -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Ibrahim-3d/orchestrator-supaconductor go --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ibrahim-3d/orchestrator-supaconductor.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/go .cursor/skills/go && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "go" agent skill from https://github.com/Ibrahim-3d/orchestrator-supaconductor/tree/master/skills/go into .cursor/skills/go/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "go", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Ibrahim-3d/orchestrator-supaconductor.git --path skills/go--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Ibrahim-3d/orchestrator-supaconductor --skill go -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Ibrahim-3d/orchestrator-supaconductor go --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ibrahim-3d/orchestrator-supaconductor.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/go .gemini/skills/go && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "go" agent skill from https://github.com/Ibrahim-3d/orchestrator-supaconductor/tree/master/skills/go into .gemini/skills/go/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "go", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Ibrahim-3d/orchestrator-supaconductor goInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Ibrahim-3d/orchestrator-supaconductor --skill go -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Ibrahim-3d/orchestrator-supaconductor.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/go .github/skills/go && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "go" agent skill from https://github.com/Ibrahim-3d/orchestrator-supaconductor/tree/master/skills/go into .github/skills/go/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "go", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Ibrahim-3d/orchestrator-supaconductor --skill go -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Ibrahim-3d/orchestrator-supaconductor go --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ibrahim-3d/orchestrator-supaconductor.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/go .opencode/skills/go && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "go" agent skill from https://github.com/Ibrahim-3d/orchestrator-supaconductor/tree/master/skills/go into .opencode/skills/go/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "go", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
go- GitHub stars
- 381
- Token cost
- ~662 tokens
- SKILL.md length
- 225 words
- Files
- 1
- Skills in repo
- 27
- Repo updated
- First seen
- Licence
- AGPL-3.0
At a glance
The single entry point to the Conductor system - state your goal and everything is handled automatically
- Works in 4 steps: Goal Analysis → Track Detection → For New Tracks → …
- Agent Workflows work in your project
- SKILL.md covers Usage, Examples, What Happens and Decision Resolution, plus 1 more section
- Calls go
What it does
Go is an agent skill from Ibrahim-3d/orchestrator-supaconductor. The single entry point to the Conductor system - state your goal and everything is handled automatically
Its SKILL.md is about 660 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 Agent Workflows. The repository describes itself as: Multi-agent orchestration system for Claude Code with parallel execution, automated quality gates, Board of Directors, and bundled Superpowers skills. The licence is AGPL-3.0.
When your agent uses it
- Agent Workflows work in your project
Example prompts
- “/go”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 76c9b10. 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
Shell commands in SKILL.md call:
go
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
Go loads about 662 tokens when it runs. Until then it costs about 27 tokens; SKILL.md has 225 words of instructions outside code blocks.
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 Ibrahim-3d/orchestrator-supaconductor at commit 76c9b10, republished under its AGPL-3.0 licence (© Ibrahim-3d). 225 words, ~662 tokens.
Download SKILL.mdSave it as
.claude/skills/go/SKILL.md (or your agent's skills folder).- name
- go
- description
- The single entry point to the Conductor system - state your goal and everything is handled automatically
/go -- Goal-Driven Entry Point
The single entry point to the entire Conductor system.
Just state your goal. The system handles everything else.
Usage
/go <your goal>Examples
/go Add Stripe payment integration
/go Fix the login bug where users get logged out
/go Build a dashboard with analytics
/go Refactor the asset generation to use cachingWhat Happens
When you invoke /go, follow this process:
1. Goal Analysis
Parse the user's goal from $ARGUMENTS:
- Identify the type (feature, bugfix, refactor, etc.)
- Estimate complexity
- Extract key requirements
2. Track Detection
Check conductor/tracks.md for matching existing tracks:
- If match found: Resume that track from its current state
- If no match: Create a new track
3. For New Tracks
- Create track directory:
conductor/tracks/{goal-slug}_{date}/ - Generate
spec.mdfrom the goal - Generate
plan.mdwith DAG - Create
metadata.jsonwith v3 schema AND setsuperpower_enhanced: true(new tracks use superpowers by default)
Example metadata.json:
{
"version": 3,
"track_id": "goal-slug_20260213",
"type": "feature",
"status": "new",
"superpower_enhanced": true,
"loop_state": {
"current_step": "NOT_STARTED",
"step_status": "NOT_STARTED"
}
}4. Run the Evaluate-Loop
Invoke the conductor-orchestrator agent:
Use the conductor-orchestrator agent to run the evaluate-loop for this track.The orchestrator will:
- Detect current step from metadata
- Check
superpower_enhancedflag to determine which agents to use:- If true (new tracks): Dispatch superpowers (orchestrator-supaconductor:writing-plans, orchestrator-supaconductor:executing-plans, orchestrator-supaconductor:systematic-debugging)
- If false/missing (legacy): Dispatch legacy loop agents (loop-planner, loop-executor, loop-fixer)
- Monitor progress and handle failures
- Complete the track or escalate if blocked
Decision Resolution
Behavior depends on conductor/config.json → "mode":
"agentic"(default) — Fully autonomous. Never stops to ask the user. All decisions resolved by agents, leads, and board."human-in-the-loop"— Pauses at decision points (ambiguity, blockers, fix limits, high-impact decisions) to ask the user.
See conductor/config.json for current mode. Edit to switch.
Resume Existing Work
/go # Continues the active track
/go continue # Same as above© Ibrahim-3d, AGPL-3.0. 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/go of Ibrahim-3d/orchestrator-supaconductor.
Open the folder on GitHubat commit 76c9b10
Compare with similar skills
Go 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Go this skillIbrahim-3d/orchestrator-supaconductor | 381 | — | ~662 | Automated safety check: Pass | AGPL-3.0 | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 38k | 10 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 35 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 297k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Skill CreatorAzure/azqr | 795 | 89 repos | ~8.2k | Automated safety check: Pass | Apache-2.0 |
Similar skills
- Official
- Official
Hook Development for Claude Code Plugins
anthropics/claude-plugins-official
Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.
Using Superpowers
farm-fe/farm
A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Executing Plans Inline
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
- Official
Skill Creator
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
- Official
Claude Code Agent Development
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
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Technical leadership guidance for engineering teams, architecture decisions, and technology strategy.
Context Driven Development
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A skill your agent uses when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md…
Agent Factory
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Creates specialized worker agents dynamically from templates.
Board Of Directors
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Simulate a 5-member expert board deliberation for major decisions.
Business Docs Sync
Ibrahim-3d/orchestrator-supaconductor
A skill your agent uses when completing a track that changes pricing, AI models, product features, or asset pipelines — syncs business context documents across all tiers.
Context Loader
Ibrahim-3d/orchestrator-supaconductor
Load project context efficiently for Conductor workflows. An agent skill from Ibrahim-3d/orchestrator-supaconductor.
Related
Categories
Questions about Go
What does Go do?
The single entry point to the Conductor system - state your goal and everything is handled automatically. Go is an agent skill from Ibrahim-3d/orchestrator-supaconductor.
When should I use Go?
Go fits situations like: agent Workflows work in your project.
How do I install Go in Claude Code?
Run `npx skills add Ibrahim-3d/orchestrator-supaconductor --skill go -a claude-code`. Or copy the skill folder (skills/go in Ibrahim-3d/orchestrator-supaconductor) into .claude/skills/go in your project. Claude Code loads it when a task matches its description.
How do I install Go in Codex?
Run `npx skills add Ibrahim-3d/orchestrator-supaconductor --skill go -a codex`. Or copy the skill folder (skills/go in Ibrahim-3d/orchestrator-supaconductor) into .agents/skills/go in your project. Codex loads it when a task matches its description.
Can I use Go 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 Ibrahim-3d/orchestrator-supaconductor --skill go -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/go, .gemini/skills/go, .github/skills/go and .opencode/skills/go in your project.
What does Go need to run?
Going by SKILL.md and its folder, Go needs the command-line tools its instructions call (go).
Does Go 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 Go 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 Go use?
Go is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Go use?
About 662 tokens (SKILL.md is roughly 2.6k 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 Go?
Skills that share tags, products or a category with Go: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Go?
Ibrahim-3d (a GitHub user) maintains it in Ibrahim-3d/orchestrator-supaconductor, which has 381 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on September 27, 2026.
Source: Ibrahim-3d/orchestrator-supaconductor on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.