qiaomu-goal-meta-skill
Transform vague or complex tasks into professional /goal commands with verification, constraints, boundaries, and iteration policies for precise AI agent execution.

Suggested prompts
Use qiaomu-goal-meta-skill to turn the requirement 'develop an iOS teleprompter' into an executable Codex /goal command.
I want to build a GTA-like browser game. Please write a safe, executable /goal command that avoids copyright risks.
This task involves medical data processing. Please write a 'discovery-first' /goal command with clear pause conditions.
About this skill
qiaomu-goal-meta-skill
Designed for people who do not want to fill out a planning form. Transforms vague work into a ready-to-copy Codex /goal command with defaults, verification, boundaries, and pause conditions.
When to Use
- Building a website, app, game, Chrome extension, or automation script
- Fixing bugs, refactoring, adding tests, running releases
- Designing a UI or product prototype
- Creating, organizing, or publishing agent skills
- Multi-step research or document delivery
- Turning a vague sentence into an executable task
Not suitable for: one-line translation, simple rewording, single shell command output, or small tasks that do not require continuous execution and verification.
Core Capabilities
- Generates a directly copyable recommended
/goalcommand including verification, constraints, boundaries, iteration policy, completion conditions, and pause conditions - Provides a one-sentence default rationale explaining why this approach was chosen
- Offers numbered optional adjustments for key decisions (e.g., project type, visual style, first version scope, verification method)
- Also produces an English-compatible mirror version with standard fields like
Verification,Constraints,Boundaries - Built-in default: push forward on low-risk ambiguity by providing the best default option without requiring user input
- Built-in high-risk pause: writes pause conditions when credentials, accounts, payments, production data, legal/medical/financial judgments, copyrighted assets, or deployment are involved
- Unfamiliar domain discovery-first: generates a "discovery-first" goal that reads documentation and sample data before implementing a minimal verification
- Translates vague words (e.g., "professional", "high-quality", "polished") into concrete verification criteria (design direction, screenshot checks, spacing, typography, etc.)
How It Works
- User provides a vague task description (e.g., "build an app")
- The system chooses conservative defaults and generates a recommended
/goalcommand - Adds verification evidence, constraints, and file modification boundaries
- Adds iteration strategy, completion conditions, and pause conditions
- Provides numbered optional adjustment options
- Also generates an English-compatible mirror version
What You Need to Provide
- A vague task description or requirement (natural language)
- Optional: specify an existing project path or description
What You Get
- A directly copyable Codex
/goalcommand text containing:- Goal description
- Verification method with specific evidence
- Constraints (what not to do)
- Write boundaries (which files can be modified)
- Iteration strategy (how to improve step by step)
- Completion conditions (when to stop)
- Pause conditions (when to pause)
- A one-sentence default rationale
- Optional numbered adjustment options (to converge the requirement)
- An English-compatible version (suitable for English-oriented agent environments or team documentation)
Usage Examples
- "Use qiaomu-goal-meta-skill to turn this vague app idea into a Codex goal."
- "Write a goal for an iOS teleprompter MVP."
- "Write a safe goal for a GTA-like browser game without copyrighted IP."
- "This task is too vague. First give the recommended version, then some optional adjustments."
- "Write a goal for fixing a bug with verification and pause conditions."
- "Write a goal for a release that cannot push to the main branch directly."
- "This is a medical/financial/copyright-related task. Write a discovery-first goal."
Notes
Prerequisites
- An environment that supports Agent Skills, such as Codex, Claude Code, or compatible tools
- Node.js and
npxinstalled - The environment can read the
~/.agents/skillsdirectory
Boundaries
- This skill only creates
/goalcommands; it does not execute the goal itself - It does not bypass copyright, accounts, payments, production data, or compliance judgments
- It does not fabricate facts about unfamiliar professional domains
- It generates MVP-level goals by default; full product strategy, commercialization, deployment, and publishing require explicit requests
Troubleshooting
| Issue | Cause | Solution |
|---|---|---|
| Skill not triggered | Environment not loading local skills, or installation path is incorrect | Run test -f ~/.agents/skills/qiaomu-goal-meta-skill/SKILL.md to verify installation |
Output still shows /目标 |
Using Chinese alias instead of Codex executable command | Insist: "prefix must be /goal, content can be in Chinese" |
| Output looks like template with placeholders | Not generating the recommended version | Request: "do not output [Outcome] placeholders; give a directly copyable version" |
| Verification is too vague | Goal only says "make sure it works" | Ask to add commands, logs, screenshots, browser/emulator checks, or artifact paths |
| Agent stops too early | Pause if conditions are too broad |
Replace low-risk uncertainties with working assumptions; keep only high-risk pauses like accounts, payments, production, copyright, release |