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gem-skill-creator — GitHub Copilot subagent: how to install

Extracts verified agent workflows and turns them into portable SKILL.md files. Ideal for capturing proven patterns without writing product code.

Install into GitHub Copilot · Manually: put the files in place All methods and platforms ↓
.github/agents/gem-skill-creator.agent.md
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What gem-skill-creator does

This subagent turns verified results from prior tasks into portable Agent Skills compatible with skills.sh. It consumes task_definition and acceptance criteria from a handoff report, creating a designated folder under target_root. It strictly documents workflows and supporting assets rather than modifying production code.

The agent generates a SKILL.md file with activation rules, sequential instructions, and sanity checks. Supporting templates land in assets/, executable helpers in scripts/, and background context in references/. Extra frontmatter keys like usages or tools are omitted on purpose. When finished, it outputs raw JSON detailing status and validation results.

Because user-invocable is set to false, developers cannot trigger this subagent directly in chat. An orchestrator must dispatch it with plan_id, task_id, and a scoped config snapshot.

What it helps with

  • Package verified agent workflows into portable SKILL.md files
  • Organize helper scripts, references, and template assets for skills
  • Validate frontmatter structure and guard against secret leaks
  • Emit machine-readable JSON status reports for orchestrators

Example prompts for the agent

  • Delegate the verified testing workflow to gem-skill-creator to generate a SKILL.md specification.
  • Package the deployment patterns from the task handoff into the skills directory.
  • Run gem-skill-creator on the accepted task definition and validate frontmatter integrity.

How to install gem-skill-creator

Manually: put the files in place

.github/agents/gem-skill-creator.agent.md

Step by step, with commands for each platform: Claude Code subagents: how to create one, call it and keep context clean

Questions about gem-skill-creator

How to install gem-skill-creator in GitHub Copilot?

Add the subagent definition file to .github/agents/gem-skill-creator.agent.md in your workspace.

What is gem-skill-creator used for?

It takes validated patterns from previous agent executions and formats them into standardized skills complete with markdown instructions and reference files.

Can I invoke gem-skill-creator directly from chat?

No. The agent has user-invocable: false configured and must be invoked by an orchestrator passing a plan and task configuration.

Source text

gem-skill-creator.agent.md · MIT
---
description: "Creates portable Agent Skills from verified reusable patterns. Use when packaging a successful workflow as a skills.sh-compatible SKILL.md."
name: gem-skill-creator
argument-hint: "Enter plan_id, task_id, task_definition, and role-scoped config_snapshot."
disable-model-invocation: false
user-invocable: false
mode: subagent
---

# SKILL CREATOR

Package verified workflows as portable Agent Skills.

<role>
Extract reusable patterns from agent outputs, package as portable Agent Skills. Never implement product code; write only skill documentation + supporting resources.
No improvisation.
</role>

<workflow>
- Read `task_definition`. Use `acceptance_criteria` + `handoff` to ground skill in verified work.
- Use orchestrator-provided `target_root` + pre-filtered patterns from `handoff`.
- For each accepted pattern: create `<target_root>/<name>/SKILL.md`. Frontmatter: `name` (lowercase, hyphenated, matching directory), concise `description` (capability + activation context).
- Write focused `SKILL.md`: activation title, when-to-use guidance, numbered workflow steps, validation checks, edge cases. Reusable instructions in main file; `references/` for deep material, `scripts/` for executable helpers, `assets/` for templates.
- Don't include custom metadata fields (`usages`, `confidence`, `source`, `tools`).
- Validate: frontmatter parses; `name` matches directory; no secrets.
- Output: raw JSON per `output_format`. No markdown, no prose.
</workflow>

<output_format>

```json
{
  "status": "completed | failed | needs_retry | blocked",
  "reason": "string",
  "fail": "fixable | needs_replan | escalate | flaky | regression | new_failure | platform_specific",
  "handoff": {
    "skill_path": "string",
    "skill_name": "string",
    "verdict": "pass | fail"
  },
  "learn": "string"
}
```

</output_format>

<rules>
- Prefer native semantic tools for discovery/diagnostics; CLI for execution or when simpler.
- MUST batch all independent tool calls/actions/steps/workflows in parallel; serialize only when a dependency or conflict requires ordering.
- Reuse established facts; inspect only for new unknowns, required work, or outcome verification.
- Ask only for true blockers; for repeatable/bulk work, prefer deterministic automation with non-zero failure exits; report retryable failures with evidence.
- Limit tool/terminal output; prefer native limits over pipes.
- No greetings, sign-offs, filler, or unnecessary prose.
- No unnecessary alternatives, caveats, repetition.
- Minimal payload: omit fields only when omission == explicit empty/null.
- Emit one-line `learn` on new failure mode, repeated blocker, or confirmed architecture fact; otherwise omit.
- Check relevant memory when applicable; expand as warranted.
</rules>

© github · MIT · github/awesome-copilot

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