skills.rest
Jason5330
Jason5330COMMUNITY
Explore all skills by this author →
GitHub

cheat-spec

Convert user-stated tasks into structured cheat-specs for Cheat-Predict.

12|Updated May 29, 2026
Search Tags:#automation#markdown#requirements#spec-generation#task-clarification#cheat-predict#structured-spec
One-click install
npx skills add https://github.com/Jason5330/ai-self-eval --skill cheat-spec
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cheat-spec
Source: https://github.com/Jason5330/ai-self-eval/tree/main/skills/cheat-spec
Command: npx skills add https://github.com/Jason5330/ai-self-eval --skill cheat-spec

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill converts user-stated tasks, goals, or learning objectives into a standardized, machine-readable spec (cheat-spec) that Cheat-Predict can read, score, and persist.

Core Features & Use Cases

  • Structure: transforms natural-language requirements into a formal, field-guided spec with Phase 0-5 flow.
  • Persistence: stores the final spec under scripts/ with a deterministic id for traceability.
  • Review: provides a draft for user review before saving.

Quick Start

Provide a concrete task description and I will convert it into a structured spec and persist it under scripts/.

Frequently Asked Questions about cheat-spec

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I convert natural language requirements into a structured spec?▼

To convert natural language requirements into a structured spec, provide a concrete task description to generate a formal, machine-readable cheat-spec with a Phase 0-5 flow. This process captures scope, technical complexity, and acceptance criteria for task clarification.

How does spec-generation handle traceability and persistence?▼

Spec-generation handles traceability by enforcing storage under the scripts/ directory with a deterministic id derived from the spec contents. It provides a draft for user review before saving the structured spec for persistence.

Do I need Cheat-Predict to use structured spec-generation?▼

You do not need Cheat-Predict to draft the structured spec, but the resulting machine-readable cheat-spec is specifically designed for Cheat-Predict to read, score, and persist your requirements.

What is the best way to define acceptance criteria for task clarification?▼

The best way to define acceptance criteria for task clarification is to state your concrete task or learning objective. The automation transforms it into a formal spec that explicitly captures scope and technical complexity.

Can I review the structured spec before it is saved to scripts?▼

Yes, you can review the structured spec before it is saved. The system generates a draft of the machine-readable cheat-spec for user review before persisting it under the scripts/ directory.

Related Skills

Explore More Content & Communication Skills→
forztfforztf
9

speckit-specify-zh

Convert Chinese feature descriptions into structured specs and branch artifacts.

Community
Advanced
AntonioCandinhoAntonioCandinho

webidl

Answer Web IDL syntax and grammar questions using a local cheat sheet.

Community
Basic
natslashnatslash

plan-mode-review

Run a structured 5-phase plan review with triage and decision logging.

Community
Advanced
snarktanksnarktank
539

tasks

Convert PRD markdown into structured prd.json with task IDs and priorities.

Community
Intermediate