AgentSkillsCN

superthink

针对复杂任务的深度推理框架,具备信心验证、情境收集与系统化规划能力。

SKILL.md
--- frontmatter
name: superthink
description: Deep reasoning framework for complex tasks with confidence validation, context gathering, and systematic planning
version: 1.0.0

SuperThink

Confidence-driven workflow preventing misaligned execution: invest 100-200 tokens upfront to save 5,000-50,000 tokens.

When to Use

USE for:

  • Complex features requiring changes across multiple files/systems
  • Architectural decisions with long-term implications
  • Unclear requirements needing exploration
  • Multi-system integration
  • Breaking changes
  • Security-sensitive implementations

SKIP for:

  • Simple, well-defined single-file changes
  • Obvious bug fixes with clear solutions
  • Routine tasks (formatting, linting, etc.)

Core Philosophy

Confidence-driven workflow: Requires ≥90% confidence score before proceeding to implementation.

  1. Context Gathering (30% effort) - Understand what exists
  2. Confidence Assessment (20% effort) - Validate readiness
  3. Structured Planning (30% effort) - Break down approach
  4. Implementation (20% effort) - Execute with tracking

Five-Phase Workflow

Phase 1: Initial Context (30 tokens)

Parse requirements | Identify systems | Create TodoWrite tasks

Phase 2: Deep Context Gathering (60 tokens)

Search codebase (Grep/Glob) | Read existing code | Check docs | Analyze dependencies

Phase 3: Confidence Assessment (40 tokens)

ComponentWeightValidates
No Duplicate Implementations25%Existing functionality check
Architecture Compliance25%Pattern alignment
Documentation Verified20%API/library validation
Data Model Understood20%Schema/type confirmation
Dependencies Mapped10%Side effects understood

Requires ≥90% score to proceed.

Phase 4: Structured Planning (50 tokens)

Order by dependency | Follow existing patterns | Include validation | Expand TodoWrite

Phase 5: Execution with Validation (Variable tokens)

Mark in_progress (ONE at a time) | Execute | Validate immediately | Mark completed immediately | Handle errors at root cause

TodoWrite Hygiene

  • Create tasks at Phase 1
  • Expand at Phase 4
  • Mark completed after each step
  • ONE in_progress at a time

Success Metrics

60-70% fewer tokens | Zero failures | First-try success