Agent skill

superthink

Deep reasoning framework for complex tasks with confidence validation, context gathering, and systematic planning

Stars 163
Forks 31

Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/productivity/superthink-agio-digital-session-keys-demo

SKILL.md

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)

Component Weight Validates
No Duplicate Implementations 25% Existing functionality check
Architecture Compliance 25% Pattern alignment
Documentation Verified 20% API/library validation
Data Model Understood 20% Schema/type confirmation
Dependencies Mapped 10% 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

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