NeoLab

Execute complete FPF cycle from hypothesis generation to decision

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Reset the FPF reasoning cycle to start fresh

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Curates insights from reflections and critiques into CLAUDE.md using Agentic Context Engineering

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Reconcile the project's FPF state with recent repository changes

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Add line-specific review comments to pull requests using GitHub CLI API

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Verify what PR review comments have been addressed (committed/pushed OR uncommitted local changes) and resolve the threads that are genuinely fixed or no longer relevant.

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Reflect on previus response and output, based on Self-refinement framework for iterative improvement with complexity triage and verification

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Manage evidence freshness by identifying stale decisions and providing governance actions

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Execute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loop

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Use before writing any type of tests. Distills 14 industry sources into deterministic decision gates, schemas, and worked test examples.

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Comprehensive A3 one-page problem analysis with root cause and action plan

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Comprehensive guide for skill development based on Anthropic's official best practices - use for complex skills requiring detailed structure

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creates draft task file in .specs/tasks/draft/ with original user intent

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Evaluate solutions through multi-round debate between independent judges until consensus

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Search the FPF knowledge base and display hypothesis details with assurance information

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Create and configure git hooks with intelligent project analysis, suggestions, and automated testing

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Load all open issues from GitHub and save them as markdown files

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Review your local uncommitted working-tree changes (git diff plus untracked files) and return actionable improvement suggestions. Use before committing, when nothing has been pushed yet.

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Systematic Fishbone analysis exploring problem causes across six categories

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Review an existing GitHub pull request and post inline review comments on its diff. Use when the changes are on an opened PR rather than your local working tree.

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