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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
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
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
personjakexiaoNo key required
mechinterp-crossmodel-matcher
Match SAE features between Ultra (24K) and Full (2K) models based on activation patterns and token overlap
download11deployed_code—star123
personjakexiaoNo key required
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
personjakexiaoNo key required
media-expert
Expert-level media production, content management, streaming, broadcasting, and media technology systems
download11deployed_code—star122
personjakexiaoNo key required
media-generator
A sub-agent responsible for generating and editing banners/graphics/slides/images. It uses the Gemini Image Generation API to create various media. Triggered by requests such as 'create a banner', 'ge…
download11deployed_code—star122
personjakexiaoNo key required
media-streaming
Implement Cloudflare Stream for video delivery and Images for image transformations. Use this skill when building media platforms, implementing video players, generating signed URLs, or optimizing ima…
download11deployed_code—star122
personjakexiaoNo key required
meeting-actions
A skill to extract action items from meeting notes. It can be automatically triggered by requests such as 'extract actions', 'summarize TODOs', and 'what are the meeting actions?'
download11deployed_code—star122
personjakexiaoNo key required
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
personjakexiaoNo key required
run-benchmark
Run an MCP evaluation using mcpbr on SWE-bench or other datasets.
download11deployed_code—star123
personjakexiaoNo key required
mechinterp-overview
Quick "first look" overview of SAE features - top tokens, activation stats, weapons, families, sample contexts
download11deployed_code—star123
personjakexiaoNo key required
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
personjakexiaoNo key required
media-insertion
Please provide the description text that needs to be translated.
download11deployed_code—star122
personjakexiaoNo key required
media-stack-full-refresh
Complete workflow to refresh the entire media stack after changes - cleanup Real-Debrid, restart Zurg/Rclone mounts, clear caches, verify mount health, and trigger Jellyfin library scan. Use this afte…
download11deployed_code—star122
personjakexiaoNo key required
mediapipe-pose-detection
MediaPipe pose detection expertise. Use when debugging landmark tracking, adjusting confidence thresholds, fixing pose detection issues, working with pose.py and video_io.py, or validating pose detect…
download11deployed_code—star122
personjakexiaoNo key required
meeting-insights-analyzer
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversation…
download11deployed_code—star122
personjakexiaoNo key required
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
personjakexiaoNo key required
mechinterp-decoder
Analyze SAE decoder weights - output influence, feature importance, and decoder similarity
download11deployed_code—star123
personjakexiaoNo key required
mechinterp-runner
Execute mechanistic interpretability experiments from JSON specs - family sweeps, itemsets, interactions, minimal cores, validation
download11deployed_code—star123
personjakexiaoNo key required
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
personjakexiaoNo key required
media-gen
Generate images and videos using Google GenAI models. Use when user asks to "generate image with Gemini/Nano Banana", "create video with Veo", "make an image using Imagen", or requests media generatio…
download11deployed_code—star122
personjakexiaoNo key required
media-processing
Process multimedia files with FFmpeg (video/audio encoding, conversion, streaming, filtering, hardware acceleration), ImageMagick (image manipulation, format conversion, batch processing, effects, com…
download11deployed_code—star122
personjakexiaoNo key required
meeting-facilitator
Plan and structure effective meetings with agendas and follow-ups
download11deployed_code—star122
personjakexiaoNo key required
meeting-recorder
Join Google Meet calls, transcribe audio in real-time, and participate via chat. Use when asked to join a meeting, transcribe a call, attend a video conference, or take meeting notes.
download11deployed_code—star122