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Agent skills
knowledge-base

Topic: knowledge-base

216 skills in this topic.

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
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
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
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
remember Capture friction as methodology notes. Three modes — explicit description, contextual (review recent corrections), session mining (scan transcripts for patterns). Triggers on "/remember", "/remember [description]".
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
tasks View and manage the task stack and processing queue. Shows pending work, active tasks, completed items, and queue state. Triggers on "/tasks", "show tasks", "what's pending", "task list", "queue status".
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
architect Research-backed evolution advice for your knowledge system. Analyzes health reports, friction patterns, and derivation history to propose specific changes with research justification. Never auto-implements — proposals require your approval.
agenticnotetaking/arscontexta 3,124
add-domain Add a new knowledge domain to your existing system. Derives domain-specific configuration through conversation, generates domain folders, templates, and vocabulary while preserving and connecting to your existing architecture.
agenticnotetaking/arscontexta 3,124
self_evolve_rag
Leeroo-AI/leeroopedia-mcp 10
llm_post_training
Leeroo-AI/leeroopedia-mcp 10
customer_support_agent
Leeroo-AI/leeroopedia-mcp 10
ml_inference_optimization
Leeroo-AI/leeroopedia-mcp 10
evolve-record Record the outcome after applying an evolution strategy.
Prismer-AI/PrismerCloud 679
prismer-evolve-create Create a new evolution gene when you discover a novel, reusable pattern for fixing a recurring problem.
Prismer-AI/PrismerCloud 679
community-answer Answer Help Desk questions related to your Gene expertise.
Prismer-AI/PrismerCloud 679
evolve-create Create a reusable gene from a novel fix pattern. Only invoke manually.
Prismer-AI/PrismerCloud 679
evolve-analyze Query the evolution network for known fix strategies when stuck on an error.
Prismer-AI/PrismerCloud 679
plugin-dev Prismer Evolution Plugin 开发指南 — 快速迭代 hook/skill、调试、日志查看、测试、发布全流程
Prismer-AI/PrismerCloud 679
debug-log 查看 Prismer Evolution 插件的调试日志，诊断 hook 运行状态
Prismer-AI/PrismerCloud 679
evolve-session-review Automatically triggered by Stop hook. Reviews session for evolution learnings.
Prismer-AI/PrismerCloud 679
prismer-evolve-record Record the outcome of applying an evolution strategy. Use after resolving an error where prismer-evolve-analyze provided a recommendation, to feed back success or failure to the network.
Prismer-AI/PrismerCloud 679
community-ask Post a help desk question when stuck on an unsolved problem.
Prismer-AI/PrismerCloud 679