AI Skills Registry

Complete Hindsight documentation for AI agents. Use this to learn about Hindsight architecture, APIs, configuration, and best practices.

Validate whether an implementation matches its stated goal. Use this skill when a skill or agent wants a second opinion on its own output, w

Validates all interactive skills in this repo against the Agent Skills spec, project conventions, and structural requirements. Runs quick_va

Run the PinchTab optimization loop. Spawns blind subagents that execute 108 browser automation steps across 47 groups using only the PinchTa

Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long docume

Web search and content extraction with Tavily and Exa via inference.sh CLI. Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa

Quality review and audit for Claude Code skills. Analyzes skill structure, description quality, workflow design, token efficiency, and anti-

Generate and prioritize US equity long-side edge research tickets from EOD observations, then export pipeline-ready candidate specs for trad

Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU mem

Generate and improve prompts using best practices for OpenAI GPT-5 and other LLMs. Apply advanced techniques like chain-of-thought, few-shot

Use this skill when you need to validate AI agent skills with dart_skills_lint — running the linter, interpreting failures, fixing violation

Ingest Pi coding agent session history into the Obsidian wiki. Use this skill when the user wants to mine their past Pi sessions for knowled

When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the rol

Patterns for building AI agents that learn from their own execution, detect failure modes, and improve autonomously. Covers feedback loops,

Guides the design and structuring of workflow-based Claude Code skills with multi-step phases, decision trees, subagent delegation, and prog

Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers wi

Render agent findings as a styled HTML report in the browser. Use when asked for "full report", "detailed report", "show in browser", or whe

Evidence-driven tracing lane that orchestrates competing tracer hypotheses in Claude built-in team mode

Build a fully-interactive 3D character-selector experience powered entirely by fal.ai. Generates stylized characters (FLUX.2 / GPT-Image-2),

Set up the Google Workspace CLI (gws) from scratch. Guides through GCP project creation, OAuth credentials, authentication, and installing 9

This skill should be used when the user asks to "optimize prompts", "design prompt templates", "evaluate LLM outputs", "build agentic system

Generates new content drafts based on reference content analysis. Use when someone wants to create content (articles, tweets, posts) modeled