hope - Structured thinking with confidence tracking
Structures complex thinking, tracks confidence, clarifies intent, and supports verification across coding, planning, writing, analysis, and decisions.
Tags
Updated: 2026-10-07Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Clarify task intent
- Track confidence levels
- Apply confidence gates
- Audit reasoning silently
- Identify failure modes
- Search prior art
- Evaluate alternatives
- Structure complex problems
- Analyze root causes
- Compare decision options
- Assess system feedback
- Review security risks
Inputs
- Task context
- User intent
- Relevant files
- Prior art
- Past learnings
- Decision options
- Verification method
Outputs
- Structured reasoning
- Confidence assessments
- Clarifying questions
- Verification plans
- Alternative approaches
- Decision analyses
- Risk assessments
Requirements
- Opus model support
- Read tool access
- Grep tool access
- Glob tool access