Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personjakexiaoNo key required

voice-mode

Offline-first voice I/O super-skill: speak via say, listen via listen, and run agent-orchestrated duplex dialogue.

download11deployed_codestar1
personjakexiaoNo key required

context-requirements-analysis

Context-aware requirements analysis skill. Automatically triggered when users request "to complete specific requirements by reading existing AI documents or AI_CONTEXT documentation". The skill intell…

download11deployed_codestar1
personjakexiaoNo key required

youtube-download

A smart YouTube video downloader with multiple strategies, auto-retry, intelligent cookie management, and subtitle support

download11deployed_codestar0
personjakexiaoNo key required

embedding-fusion-strategy

Use when designing embedding strategies that fuse semantic and structural information for knowledge graphs. Invoke when user mentions node embeddings, structural embeddings, semantic embeddings, contr…

download11deployed_codestar38
personjakexiaoNo key required

symmetry-group-identifier

Use when you've identified candidate symmetries and need to map them to mathematical groups for architecture design. Invoke when user mentions cyclic groups, dihedral groups, Lie groups, SO(3), SE(3),…

download11deployed_codestar38
personjakexiaoNo key required

task-external-models

Quick-reference for using external AI models in orchestration workflows. External models are invoked via Bash+claudish CLI (deterministic, 100% reliable). Use when confused about how to run external m…

download11deployed_codestar247
personjakexiaoNo key required

style-forensics

Forensic style analysis of a writing sample. Measures sentence length, rhythm, punctuation DNA, vocabulary, tone, rhetorical devices, and verbal tics. Outputs a Style DNA report. Use when asked to ana…

download11deployed_codestar30
personjakexiaoNo key required

pros-cons

Gives a balanced pros and cons analysis of any idea, decision, or topic. Type a subject and get both sides.

download11deployed_codestar39
personjakexiaoNo key required

run-gemini

Request assistance from the assistant, suitable for task scenarios such as long text reading comprehension, web searching, web page reading, article translation, and web and front-end interface creati…

download11deployed_codestar5
personjakexiaoNo key required

investigate-diagram

Generate dependency diagrams from code or architecture. Traces code-level dependencies (hooks, queries, providers, components) or maps high-level system architecture. Outputs Mermaid diagrams in markd…

download11deployed_codestar1
personjakexiaoNo key required

discord-chat-summary

Summarize Discord chat messages across servers. Use when user asks for chat summary, digest, highlights, recap, or overview of Discord conversations.

download11deployed_codestar5
personjakexiaoNo key required

meta-prompt-engineering

Use when prompts produce inconsistent or unreliable outputs, need explicit structure and constraints, require safety guardrails or quality checks, involve multi-step reasoning that needs decomposition…

download11deployed_codestar38
personjakexiaoNo key required

writing-eval-sloptastic

Quantitative framework for detecting AI-generated "slop" in prose through systematic analysis of structural, lexical, rhetorical, and logical patterns. Use when analyzing text authenticity, evaluating…

download11deployed_codestar5
personjakexiaoNo key required

build-mermaid-spec

Use when a user wants to generate a Mermaid diagram, visualize a system flow, or says "create a diagram", "mermaid", "visualize the flow", "diagram this". Also use when a design doc or implementation …

download11deployed_codestar0
personjakexiaoNo key required

model-selection

Automatically applies when choosing LLM models and providers. Ensures proper model comparison, provider selection, cost optimization, fallback patterns, and multi-model strategies.

download11deployed_codestar127
personjakexiaoNo key required

fal-generate

Generate AI images, videos, audio and 3D content using fal.ai's 500+ models. Supports Kling V3, FLUX.2, Grok Imagine, Veo 3.1, MiniMax, Hunyuan 3D, OpenRouter LLMs and more via queue-based generation.

download11deployed_codestar19
personjakexiaoNo key required

superforecaster

Make well-calibrated probability estimates using superforecasting methodology. Use when user asks about probability, likelihood, chance, odds, "will X happen", "when will X happen", "how much will X c…

download11deployed_codestar0
personjakexiaoNo key required

bayesian-reasoning-calibration

Use when making predictions or judgments under uncertainty and need to explicitly update beliefs with new evidence. Invoke when forecasting outcomes, evaluating probabilities, testing hypotheses, cali…

download11deployed_codestar38
personjakexiaoNo key required

symmetry-discovery-questionnaire

Use when ML engineers need to identify symmetries in their data but don't know where to start. Invoke when user mentions data symmetry, invariance discovery, what transformations matter, or needs help…

download11deployed_codestar38
personjakexiaoNo key required

tinker

Comprehensive guide for Tinker Cookbook supervised fine-tuning covering all patterns including high-level Cookbook abstractions, low-level API usage, streaming datasets, file-based data, Blueprint con…

download11deployed_codestar2
personjakexiaoNo key required

style-writer

Write a new article matching a specific author's voice using a Style DNA report as the blueprint. Takes a style-dna.md file and a topic, produces an article that hits the exact measured metrics. Use w…

download11deployed_codestar30