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Topic: llm

10,059 skills in this topic.

ml_inference_optimization
Leeroo-AI/leeroopedia-mcp 10
self_evolve_rag
Leeroo-AI/leeroopedia-mcp 10
ml-debug Use when something is failing in ML/AI work — OOM, NaN, divergence, crashes, bad throughput, wrong outputs, dependency conflicts
Leeroo-AI/superml 165
ml-experiment Use when starting, logging, or reviewing ML experiments — maintains a persistent experiment journal with hypotheses, results, and learnings across sessions
Leeroo-AI/superml 165
ml-iterate Use when the user is stuck, needs ranked next steps, or wants alternatives after initial experiments — "I tried X and got Y, what next?"
Leeroo-AI/superml 165
ml-plan Use when the user wants an implementation plan, architecture design, or multi-step ML pipeline — "build X", "implement X", "design X", "set up X"
Leeroo-AI/superml 165
ml-research Use when the user wants to understand an ML/AI topic, compare approaches, or survey framework capabilities — "how does X work?", "compare X vs Y"
Leeroo-AI/superml 165
ml-verify Use when the user wants to verify code, config, or math before running — or proactively before any expensive training job or deployment
Leeroo-AI/superml 165
using-superml Use when starting any conversation involving ML/AI — establishes how to use Leeroopedia KB tools and workflow skills
Leeroo-AI/superml 165
hipocampus-core 3-tier agent memory system with 5-level compaction tree. OpenClaw version. Defines session start protocol, end-of-task checkpoints, and memory file management. MUST be followed every session.
kevin-hs-sohn/hipocampus 147
hipocampus-core 3-tier agent memory system with 5-level compaction tree. OpenCode version. Defines session start protocol, end-of-task checkpoints, and memory file management. MUST be followed every session.
kevin-hs-sohn/hipocampus 147
hipocampus-compaction Build 5-level compaction tree (daily/weekly/monthly/root) with smart thresholds and fixed/tentative lifecycle. Run at session start when triggers are met, or via external scheduler.
kevin-hs-sohn/hipocampus 147
hipocampus-core 3-tier agent memory system with 5-level compaction tree. Claude Code version. Defines session start protocol, end-of-task checkpoints, and memory file management. MUST be followed every session.
kevin-hs-sohn/hipocampus 147
hipocampus-flush Manual memory flush: dump current session context to daily raw log via subagent. Invoke with /hipocampus:flush. Run hipocampus:compaction afterwards for tree propagation and qmd reindex.
kevin-hs-sohn/hipocampus 147
hipocampus-recall Memory recall guide. Structured retrieval from hipocampus memory — ROOT.md triage, manifest-based LLM selection, qmd search fallback.
kevin-hs-sohn/hipocampus 147
hipocampus-search Search memory using qmd (BM25 + optional vector) and compaction tree traversal. Use ROOT.md to decide whether to search memory or look externally. Always check memory before external lookups.
kevin-hs-sohn/hipocampus 147
high-token-mode Forces heavy internal computation (thinking tokens) before each response. Used for stress testing / A/B testing LLM backend KPIs.
Lomnus-ai/TokenBurner 146
tokf-discover Find missed token savings by scanning AI coding session files for commands that ran without tokf filtering.
mpecan/tokf 147
tokf-run Compress verbose CLI output with tokf before returning results. Activates for git, cargo, npm, docker, go, gradle, kubectl, and other supported commands.
mpecan/tokf 147
tokf-discover Find missed token savings in Claude Code sessions and create filters for unfiltered commands
mpecan/tokf 147
tokf-filter This skill should be used when the user asks to "create a filter", "write a tokf filter", "add a filter for <tool>", "how do I filter output", or needs guidance on tokf filter step types, templates, pipes, or placement conventions.
mpecan/tokf 147
competitive-analysis Porter's Five Forces, SWOT analysis, and competitive landscape mapping. Use when analyzing market position, evaluating competitive threats, building battlecards, or assessing industry dynamics.
yonatangross/orchestkit 143
configure Configures OrchestKit plugin settings, MCP servers, hook permissions, and keybindings. Use when customizing plugin behavior or managing settings.
yonatangross/orchestkit 143
brainstorm Design exploration with parallel agents. Use when brainstorming ideas, exploring solutions, or comparing alternatives.
yonatangross/orchestkit 143