GitHub
brainstorm
Workflow-first design through collaborative dialogue. Use before creating features, building components, or modifying behavior.
☆ 1View skill
Tools AI Skills
Discover Tools skills, compare source repositories and read the instructions for each workflow.
Categories: Tools
Tools Clear filters
Browse skills
GitHub
powergraph-gnn-research
Research pipeline for topology-aware GNN representation learning on power grids using the PowerGraph benchmark. Use when (1) building physics-guided GNNs for power flow (PF), optimal power flow (OPF), or cascad...
☆ 1View skill
GitHub
ieee-pes-paper-reviewer
Comprehensive IEEE PES paper review for Physics-Guided SSL GNN power grid research. Use when reviewing paper sections, checking claims against evidence, validating physics consistency (PF/Line Flow/Cascade), au...
☆ 1View skill
GitHub
kumo-assistant
Kumo development assistant for MySQL database management tool. Use when working on Kumo features, understanding architecture, writing tests, or navigating the codebase. Helps with React components, API endpoint...
☆ 1View skill
GitHub
kumo-query-module
Expert assistant for Kumo's Query Module (src/features/query). Use when working with SQL Editor, Monaco editor integration, query execution, result grids, tabs management, AI features, or any query-related comp...
☆ 1View skill
GitHub
mechinterp-summarizer
Convert experiment results to Markdown research notes and optionally update research state with evidence
☆ 1View skill
GitHub
mechinterp-decoder
Analyze SAE decoder weights - output influence, feature importance, and decoder similarity
☆ 1View skill
GitHub
mechinterp-validation-suite
Run credibility checks on feature interpretations including split-half stability and shuffle null tests
☆ 1View skill
GitHub
mechinterp-glossary-and-constraints
Reference skill for Splatoon ability families, AP rungs, token constraints, and domain rules for mechinterp experiments
☆ 1View skill
GitHub
mechinterp-state
Manage research state for SAE feature analysis including hypotheses, evidence tracking, and research history
☆ 1View skill
GitHub
mechinterp-next-step-planner
Propose next mechanistic interpretability experiments based on research state, hypotheses, and existing evidence
☆ 1View skill
GitHub
splatoon3-meta
Domain expert for Splatoon 3 competitive gear abilities and weapon meta. Use when: (1) Labeling or classifying gear build features from SAE analysis, (2) Understanding why specific ability combinations appear i...
☆ 1View skill
GitHub
mechinterp-investigator
Orchestrate a systematic research program to investigate and meaningfully label SAE features
☆ 1View skill
GitHub
mechinterp-labeler
Manage feature labeling workflow - queue management, label storage, similar features, progress tracking
☆ 1View skill
GitHub
mechinterp-overview
Quick "first look" overview of SAE features - top tokens, activation stats, weapons, families, sample contexts
☆ 1View skill
GitHub
mechinterp-patterns
Reference catalog of recurring SAE feature patterns - check when labeling new features, add new patterns as discovered
☆ 1View skill
GitHub
mechinterp-cluster-mapper
Analyze relationships across multiple SAE features - co-activation patterns, shared drivers, and subsystem identification
☆ 1View skill
GitHub
mechinterp-runner
Execute mechanistic interpretability experiments from JSON specs - family sweeps, itemsets, interactions, minimal cores, validation
☆ 1View skill
GitHub
mechinterp-crossmodel-matcher
Match SAE features between Ultra (24K) and Full (2K) models based on activation patterns and token overlap
☆ 1View skill
GitHub
mechinterp-ability-semantics
Reference for ability family semantic groupings and gameplay meanings
☆ 1View skill
GitHub
core-rules
Use ALWAYS. Core development rules for production-ready code - guard clauses, no shortcuts, no mocking.
☆ 1View skill
GitHub
pr-workflow
Use when creating, reviewing, or merging pull requests. Includes CI checks, review requirements, and merge approval rules.
☆ 1View skill
GitHub
tdd
Use when implementing ANY new feature or fixing bugs. Test-Driven Development - write tests BEFORE implementation code.
☆ 1View skill
GitHub
verification
Use before claiming ANY work is complete. Evidence before claims, always. Non-negotiable verification gate.
☆ 1View skill
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.