Agent Skillszereight/gitlab-mcp › omg-autopilot

omg-autopilot

GitHub

将简短产品创意转化为可运行代码的全自动执行技能,涵盖需求分析、设计、规划、并行实现、QA测试及多维度验证,适用于端到端全生命周期开发。

.github/skills/omg-autopilot/SKILL.md zereight/gitlab-mcp

Trigger Scenarios

用户希望从想法到代码的端到端自主执行 任务需要多阶段处理:规划、编码、测试和验证 用户希望无需干预的手动执行

Install

npx skills add zereight/gitlab-mcp --skill omg-autopilot -g -y
More Options

Non-standard path

npx skills add https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/omg-autopilot -g -y

Use without installing

npx skills use zereight/gitlab-mcp@omg-autopilot

指定 Agent (Claude Code)

npx skills add zereight/gitlab-mcp --skill omg-autopilot -a claude-code -g -y

安装 repo 全部 skill

npx skills add zereight/gitlab-mcp --all -g -y

预览 repo 内 skill

npx skills add zereight/gitlab-mcp --list

SKILL.md

Frontmatter
{
    "name": "omg-autopilot",
    "description": "Full autonomous execution from idea to working code. Activate when user says: autopilot, auto-pilot, autonomous, build me, create me, make me, full auto, handle it all, or \"I want a\/an...\"\n",
    "argument-hint": "<product idea or task description>"
}

OMG Autopilot

OMG Autopilot takes a brief product idea and autonomously handles the full lifecycle: requirements analysis, technical design, planning, parallel implementation, QA cycling, and multi-perspective validation.

When to Use

  • User wants end-to-end autonomous execution from an idea to working code
  • Task requires multiple phases: planning, coding, testing, and validation
  • User wants hands-off execution

When NOT to Use

  • User wants to explore options → use /plan
  • Single focused code change → use /ralph or delegate to @executor
  • Quick fix or small bug → delegate directly to @executor

Execution Pipeline

Phase 0 - Expansion

Turn the user's idea into a detailed spec.

  • If ralplan consensus plan exists (.omc/plans/ralplan-*.md): Skip Phase 0 AND Phase 1 → jump to Phase 2
  • If deep-interview spec exists (.omc/specs/deep-interview-*.md): Use pre-validated spec, skip to Phase 1
  • If input is vague: Offer redirect to /deep-interview for clarification
  • Otherwise: @analyst extracts requirements, @architect creates technical specification
  • Output: .omc/autopilot/spec.md
  • Track phase: omg_write_state(phase="expansion_done")

Phase 1 - Planning

Create an implementation plan from the spec.

  • @architect creates plan (direct mode)
  • @critic validates plan
  • Output: .omc/plans/autopilot-impl.md
  • Track: omg_write_state(phase="planning_done")

Phase 2 - Execution

Implement the plan using parallel execution.

  • Route tasks by complexity to @executor
  • Run independent tasks in parallel
  • Track: omg_write_state(phase="execution_done")

Phase 3 - QA

Cycle until all tests pass (max 5 cycles).

  • Build, lint, test, fix failures
  • Stop early if the same error repeats 3 times (fundamental issue)
  • Track: omg_write_state(phase="qa_done")

Phase 4 - Validation

Multi-perspective review in parallel.

  • @architect: Functional completeness
  • @security-reviewer: Vulnerability check
  • @code-reviewer: Quality review
  • All must approve; fix and re-validate on rejection
  • Track: omg_write_state(phase="validation_done")

Phase 5 - Cleanup

Delete all state files on successful completion.

  • Run /cancel for clean exit

Stop Conditions

  • Same QA error persists across 3 cycles → report fundamental issue
  • Validation keeps failing after 3 rounds → report issues
  • User says "stop", "cancel", or "abort"

Checklist

  • All 5 phases completed
  • All validators approved in Phase 4
  • Tests pass (verified with fresh output)
  • Build succeeds
  • State files cleaned up

Version History

  • a8f5d4f Current 2026-07-25 10:04

Same Skill Collection

.github/skills/ai-slop-cleaner/SKILL.md
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.github/skills/ccg/SKILL.md
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.github/skills/deep-dive/SKILL.md
.github/skills/deep-interview/SKILL.md
.github/skills/plan/SKILL.md
.github/skills/ralph/SKILL.md
.github/skills/ralplan/SKILL.md
.github/skills/remember/SKILL.md
.github/skills/review/SKILL.md
.github/skills/security-scan/SKILL.md
.github/skills/self-improve/SKILL.md
.github/skills/skill-stocktake/SKILL.md
.github/skills/status/SKILL.md
.github/skills/tdd/SKILL.md
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.github/skills/trace/SKILL.md
.github/skills/ultraqa/SKILL.md
.github/skills/ultrawork/SKILL.md
.github/skills/verify/SKILL.md
skills/gitlab-mcp/SKILL.md

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