Subagent Driven Development
Use fresh agents for focused subtasks to avoid context pollution
Confidence Scorer
Assign confidence scores (0-100) to every claim in a response. Helps users understand which parts are verified facts and which are educated guesses. Use when the user needs to know how much to trust each part of the answer.
Anti Hallucination
Complete methodology for preventing AI hallucinations. Use when accuracy is critical and you need Claude to verify before claiming, cite before asserting, and admit uncertainty instead of guessing.
Plugin Creator
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Cross Checker
Verify every claim from multiple independent angles -- code, docs, tests, git history. Use when you need high confidence that something is correct before acting on it.
Writing Plans
Create detailed implementation plans with bite-sized tasks
Output Auditor
Multi-angle review of responses before delivery. Audits from 4 perspectives -- factual accuracy, logical consistency, completeness, and safety. Use for high-stakes responses where errors have real consequences.
Citation Enforcer
Forces every code-related claim to include file:line citations. No citation means the claim must be verified or removed. Use when building documentation, writing code reviews, or any output that others will rely on.
When Stuck
Dispatch to right technique when you hit a wall
Verification Before Completion
Never claim completion without fresh verification evidence
Hooks Reference
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Root Cause Tracing
Trace bugs backward to their origin, not just symptoms
Defense In Depth
Multi-layer validation to catch bugs before they escape
Canvas Api
Canvas API Connection Skill
Memory Sync
Memory Sync Skill
Brainstorming
Transform rough ideas into solid designs through structured questioning
Executing Plans
Execute implementation plans in batches with review checkpoints
Using Superpowers
Core skill activation protocol - establishes mandatory workflows for finding and applying skills before any task
Context Grounding
Forces Claude to extract exact quotes from files before making claims about them. Prevents hallucinations by grounding every statement in actual text from the codebase. Use when working with large files or unfamiliar code.
Uncertainty Detector
Detects when Claude is uncertain but presenting answers confidently. Teaches Claude to recognize and communicate uncertainty clearly instead of masking it with confident language.
Source Verifier
Ensure every factual claim in a response is backed by verifiable evidence from the codebase, documentation, or external sources. Use when preparing technical documentation, code reviews, or any output where accuracy is non-negotiable.
Plugin Checker
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