Skill Directory

AI Skill Directory

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

personjakexiaoAPI key: unconfirmed

manus

Create and manage AI agent tasks via Manus API. Manus is an autonomous AI agent that can browse the web, use tools, and deliver complete work products.

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

mascot-character-sheet

Generate professional product mascot character reference sheets with a specific multi-panel layout. Use this skill when creating character design sheets, mascot documentation, brand mascot references,…

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

mastering-langgraph

Build stateful AI agents and agentic workflows with LangGraph in Python. Covers tool-using agents with LLM-tool loops, branching workflows, conversation memory, human-in-the-loop oversight, and produc…

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

matplotlib

Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and publication figures.

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

mechinterp-decoder

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

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

mechinterp-runner

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

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

media-content-researcher

When the user requests to find official media content like movie trailers, YouTube links, or other online resources, this skill performs targeted web searches to locate specific media content, extract…

download11deployed_code—star122
personjakexiaoAPI key: unconfirmed

Manus AI Agent Integration

Use this skill when delegating complex autonomous tasks to Manus AI - an AI agent that can browse the web, execute code, generate files, and comple...

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

marp-image-generator

Generate optimized images for Marp slides using Playwright MCP with theme-matching color palettes and guideline-compliant sizes

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

massive-report-writing

Context-efficient report synthesis for large research corpora using evidence ledgering and harness-based iteration. **USE WHEN:** - Corpus has ≥8 files OR ≥100K characters - `finalize_research` return…

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

matchms

Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization, compound ID, for metabolomics and MS data processing.

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

mcp-genkit-flows-skill

Execute and manage 26 Genkit AI flows via MCP with 90% caching. Use when generating KSC responses, creating cover letters, analyzing resumes, or orchestrating multi-step AI workflows. Provides 70-90% …

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

media-asset-management

Use when designing digital asset management systems, media libraries, upload pipelines, or asset metadata schemas. Covers media storage patterns, file organization, metadata extraction, and media APIs…

download11deployed_code—star122
personjakexiaoAPI key: unconfirmed

media-expert

Expert-level media production, content management, streaming, broadcasting, and media technology systems

download11deployed_code—star122
personjakexiaoAPI key: unconfirmed

markdown-img-alt-text

Adds detailed alt text to markdown image embeds that are missing it. Supports both Obsidian wiki-style (![[image]]) and standard markdown (![](path)) formats. Reads each image, describes its content t…

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

mascot-generator

Generate variations of the Orient mascot (border collie dog with blue bandana). Use transparent=true for web/UI images. Use when asked to generate mascot, create avatar variation, make mascot image, m…

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

mastra-skills

Use when building or working with Mastra agents - establishes best practices for agent development, tool creation, and workflow orchestration

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personjakexiaoAPI key: unconfirmed

mathematical-theorem-prover

Implement comprehensive mathematical theorem proving capabilities with SFT+GRPO training, MCP/A2A agent integration, and imatrix quantization protection to surpass Boreas-phi3.5-instinct-jp in formal …

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

run-benchmark

Run an MCP evaluation using mcpbr on SWE-bench or other datasets.

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personjakexiaoAPI key: unconfirmed

mechinterp-overview

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

download11deployed_code—star123
personjakexiaoAPI key: unconfirmed

media-asset-production

Produce and assemble multimedia assets (images, videos, and graphics) to communicate pilot findings and narratives. Use when creating visuals, video explainers, infographics, or media-rich presentatio…

download11deployed_code—star122