编程开发 AI 技能

发现编程开发相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。

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GitHub

brainstorm-sync

Nothflare

Capture brainstorm discoveries that aren't in the plan — the thinking that makes this project unique

☆ 1查看技能

GitHub

bootstrap

Nothflare

Two-phase codebase analysis. Phase 1: discover features from code. Phase 2: trace workflows.

☆ 1查看技能

GitHub

executing-plans

Nothflare

Execute implementation plans one commit at a time. Follow the order from brainstorm, implement, test REAL, commit.

☆ 1查看技能

GitHub

ralph-execute

Nothflare

Autonomous overnight execution. Orchestrate subagents to implement a plan while human sleeps.

☆ 1查看技能

GitHub

brainstorm

Nothflare

Workflow-first design through collaborative dialogue. Use before creating features, building components, or modifying behavior.

☆ 1查看技能

GitHub

powergraph-gnn-research

mhdhazmi

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...

☆ 1查看技能

GitHub

ieee-pes-paper-reviewer

mhdhazmi

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...

☆ 1查看技能

GitHub

kumo-assistant

kumokuenchan

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...

☆ 1查看技能

GitHub

kumo-query-module

kumokuenchan

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...

☆ 1查看技能

GitHub

mechinterp-summarizer

cesaregarza

Convert experiment results to Markdown research notes and optionally update research state with evidence

☆ 1查看技能

GitHub

mechinterp-decoder

cesaregarza

Analyze SAE decoder weights - output influence, feature importance, and decoder similarity

☆ 1查看技能

GitHub

mechinterp-validation-suite

cesaregarza

Run credibility checks on feature interpretations including split-half stability and shuffle null tests

☆ 1查看技能

GitHub

mechinterp-glossary-and-constraints

cesaregarza

Reference skill for Splatoon ability families, AP rungs, token constraints, and domain rules for mechinterp experiments

☆ 1查看技能

GitHub

mechinterp-state

cesaregarza

Manage research state for SAE feature analysis including hypotheses, evidence tracking, and research history

☆ 1查看技能

GitHub

mechinterp-next-step-planner

cesaregarza

Propose next mechanistic interpretability experiments based on research state, hypotheses, and existing evidence

☆ 1查看技能

GitHub

splatoon3-meta

cesaregarza

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...

☆ 1查看技能

GitHub

mechinterp-investigator

cesaregarza

Orchestrate a systematic research program to investigate and meaningfully label SAE features

☆ 1查看技能

GitHub

mechinterp-labeler

cesaregarza

Manage feature labeling workflow - queue management, label storage, similar features, progress tracking

☆ 1查看技能

GitHub

mechinterp-overview

cesaregarza

Quick "first look" overview of SAE features - top tokens, activation stats, weapons, families, sample contexts

☆ 1查看技能

GitHub

mechinterp-patterns

cesaregarza

Reference catalog of recurring SAE feature patterns - check when labeling new features, add new patterns as discovered

☆ 1查看技能

GitHub

mechinterp-cluster-mapper

cesaregarza

Analyze relationships across multiple SAE features - co-activation patterns, shared drivers, and subsystem identification

☆ 1查看技能

GitHub

mechinterp-runner

cesaregarza

Execute mechanistic interpretability experiments from JSON specs - family sweeps, itemsets, interactions, minimal cores, validation

☆ 1查看技能

GitHub

mechinterp-crossmodel-matcher

cesaregarza

Match SAE features between Ultra (24K) and Full (2K) models based on activation patterns and token overlap

☆ 1查看技能

GitHub

mechinterp-ability-semantics

cesaregarza

Reference for ability family semantic groupings and gameplay meanings

☆ 1查看技能

默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。