Topic: llm
10,059 skills in this topic.
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run-status
Display current run status and progress. Shows work item, mode, duration, and files changed.
fabriqaai/specs.md 99
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code-review
Review code written during a run, auto-fix no-brainer issues, and suggest improvements requiring confirmation. Invoked after tests pass.
fabriqaai/specs.md 99
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design-doc-generate
Generate design documents for Validate mode work items (Checkpoint 1). Required for high-complexity items.
fabriqaai/specs.md 99
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walkthrough-generate
Generate implementation walkthrough for human review after run completion. Documents decisions, changes, and verification steps.
fabriqaai/specs.md 99
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spark
Rapid idea generation with cross-domain diversity, anti-bias enforcement, and deep thinking.
fabriqaai/specs.md 99
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flame
Multi-perspective idea evaluation using Six Hats analysis, impact/feasibility scoring, and collaborative shortlisting.
fabriqaai/specs.md 99
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project-init
Initialize a new FIRE project by detecting workspace type and setting up standards.
fabriqaai/specs.md 99
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intent-capture
Capture user intent through guided conversation. Exploratory phase with high degrees of freedom.
fabriqaai/specs.md 99
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run-plan
Plan the scope of a run by discovering available work items and suggesting groupings. Invoked before run-execute.
fabriqaai/specs.md 99
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forge
Shape top ideas into actionable concept briefs using Disney Strategy — Dream, Reality, Critique.
fabriqaai/specs.md 99
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route
Analyze project state and route user to the appropriate agent based on current context.
fabriqaai/specs.md 99
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work-item-decompose
Break an intent into discrete, executable work items with complexity assessment and dependency validation.
fabriqaai/specs.md 99
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tasks-system
zby/llm-do 18
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revisit
Update old notes with new connections. The backward pass that /connect doesn't do. Revisit existing notes that predate newer related content, add connections, sharpen claims, consider splits. Triggers on "/revisit", "/revisit [note]", "update old notes", "backward connections", "revisit notes".
zby/llm-do 18
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ask-questions-if-underspecified
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.
zby/llm-do 18
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pipeline
End-to-end source processing -- seed, reduce, process all claims through reflect/revisit/review, archive. The full pipeline in one command. Triggers on "/pipeline", "/pipeline [file]", "process this end to end", "full pipeline".
zby/llm-do 18
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ask-questions-if-underspecified
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.
zby/llm-do 18
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seed
Add a source file to the processing queue. Checks for duplicates, creates archive folder, moves source from inbox, creates extract task, and updates queue. Triggers on "/seed", "/seed [file]", "queue this for processing".
zby/llm-do 18
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graph
Interactive knowledge graph analysis. Routes natural language questions to graph scripts, interprets results in domain vocabulary, and suggests concrete actions. Triggers on "/graph", "/graph health", "/graph triangles", "find synthesis opportunities", "graph analysis".
zby/llm-do 18
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decomplect-py
Architectural code analysis for Python design quality. Evaluates simplicity (Rich Hickey), functional core/imperative shell (Gary Bernhardt), and coupling (Constantine & Yourdon). Use for design review or architectural assessment of Python code.
zby/llm-do 18
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tasks-system
zby/llm-do 18
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review
Combined verification — recite (description quality via cold-read prediction) + validate (schema compliance) + review (health checks). Use as a quality gate after creating notes or as periodic maintenance. Triggers on "/review", "/review [note]", "verify note quality", "check note health".
zby/llm-do 18
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learn
Research a topic and grow your knowledge graph. Uses Exa deep researcher, web search, or basic search to investigate topics, files results with full provenance, and chains to processing pipeline. Triggers on "/learn", "/learn [topic]", "research this", "find out about".
zby/llm-do 18
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stats
Show vault statistics and knowledge graph metrics. Provides a shareable snapshot of vault health, growth, and progress. Triggers on "/stats", "vault stats", "show metrics", "how big is my vault".
zby/llm-do 18