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Agent skills
knowledge-base

Topic: knowledge-base

216 skills in this topic.

understand-domain Extract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from an existing /understand knowledge graph.
Lum1104/Understand-Anything 8,185
understand-explain Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
Lum1104/Understand-Anything 8,185
understand-chat Use when you need to ask questions about a codebase or understand code using a knowledge graph
Lum1104/Understand-Anything 8,185
understand-dashboard Launch the interactive web dashboard to visualize a codebase's knowledge graph
Lum1104/Understand-Anything 8,185
understand-onboard Use when you need to generate an onboarding guide for new team members joining a project
Lum1104/Understand-Anything 8,185
understand Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
Lum1104/Understand-Anything 8,185
understand-diff Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks
Lum1104/Understand-Anything 8,185
understand-knowledge Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.
Lum1104/Understand-Anything 8,185
pipeline End-to-end source processing -- seed, reduce, process all claims through reflect/reweave/verify, archive. The full pipeline in one command. Triggers on "/pipeline", "/pipeline [file]", "process this end to end", "full pipeline".
agenticnotetaking/arscontexta 3,124
reflect Find connections between notes and update MOCs. Requires semantic judgment to identify genuine relationships. Use after /reduce creates notes, when exploring connections, or when a topic needs synthesis. Triggers on "/reflect", "/reflect [note]", "find connections", "update MOCs", "connect these notes".
agenticnotetaking/arscontexta 3,124
help Contextual guidance and command discovery. Three modes — narrative (first-time), contextual (mid-task), compact (quick reference). Shows available commands, active skills, and intelligent suggestions based on vault state. Triggers on "/help", "what can I do", "show commands", "how does this work".
agenticnotetaking/arscontexta 3,124
ralph Queue processing with fresh context per phase. Processes N tasks from the queue, spawning isolated subagents to prevent context contamination. Supports serial, parallel, batch filter, and dry run modes. Triggers on "/ralph", "/ralph N", "process queue", "run pipeline tasks".
agenticnotetaking/arscontexta 3,124
validate Schema validation for notes. Checks against domain-specific templates. Validates required fields, enum values, description quality, and link health. Non-blocking — warns but doesn't prevent capture. Triggers on "/validate", "/validate [note]", "check schema", "validate note", "validate all".
agenticnotetaking/arscontexta 3,124
health Run condition-based vault health diagnostics. 8 categories — schema compliance, orphan detection, link health, description quality, three-space boundaries, processing throughput, stale notes, MOC coherence. 3 modes — quick (schema+orphans+links), full (all 8), three-space (boundary violations only). Returns actionable FAIL/WARN/PASS report with specific fixes ranked by impact. Triggers on "/health", "check vault health", "maintenance report", "what needs fixing".
agenticnotetaking/arscontexta 3,124
next Surface the most valuable next action by combining task stack, queue state, inbox pressure, health, and goals. Recommends one specific action with rationale. Triggers on "/next", "what should I do", "what's next".
agenticnotetaking/arscontexta 3,124
recommend Get research-backed architecture advice for your knowledge system. Describe your use case, constraints, and goals — get specific recommendations grounded in TFT research with rationale for each decision. Triggers on "/recommend", "what would you recommend", "architecture advice", "knowledge system for".
agenticnotetaking/arscontexta 3,124
reweave Update old notes with new connections. The backward pass that /reflect doesn't do. Revisit existing notes that predate newer related content, add connections, sharpen claims, consider splits. Triggers on "/reweave", "/reweave [note]", "update old notes", "backward connections", "revisit notes".
agenticnotetaking/arscontexta 3,124
reseed Re-derive your knowledge system from first principles when structural drift accumulates. Analyzes dimension incoherence, vocabulary mismatch, boundary dissolution, and template divergence. Preserves all content while restructuring architecture.
agenticnotetaking/arscontexta 3,124
refactor Plan vault restructuring from config changes. Compares config.yaml against derivation.md, identifies dimension shifts, shows restructuring plan, executes on approval. Triggers on "/refactor", "restructure vault".
agenticnotetaking/arscontexta 3,124
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".
agenticnotetaking/arscontexta 3,124
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".
agenticnotetaking/arscontexta 3,124
verify 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 "/verify", "/verify [note]", "verify note quality", "check note health".
agenticnotetaking/arscontexta 3,124
reduce Extract structured knowledge from source material. Comprehensive extraction is the default — every insight that serves the domain gets extracted. For domain-relevant sources, skip rate must be below 10%. Zero extraction from a domain-relevant source is a BUG. Triggers on "/reduce", "/reduce [file]", "extract insights", "mine this", "process this".
agenticnotetaking/arscontexta 3,124
ask Query the bundled research knowledge graph for methodology guidance. Routes questions through a 3-tier knowledge base — WHY (research claims), HOW (guidance docs), WHAT IT LOOKS LIKE (domain examples) — plus structured reference documents. Returns research-backed answers grounded in specific claims with practical application to the user's system. Triggers on "/ask", "/ask [question]", "why does my system...", "how should I...".
agenticnotetaking/arscontexta 3,124