File Ops
File manipulation and management
gget
by K-Dense-AI
"Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST searches, AlphaFold structures, enrichment analysis. Best for interactive exploration, simple queries. For batch processing or advanced BLAST use biopython; for multi-database Python workflows use bioservices."
adaptyv
by K-Dense-AI
"How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding assays, protein screening experiments, BLI/SPR assays, thermostability assays, or wants to submit protein sequences for experimental characterization. Also trigger when code imports adaptyv, adaptyv_sdk, or FoundryClient, or references foundry-api-public.adaptyvbio.com."
geopandas
by K-Dense-AI
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integration with matplotlib/folium/cartopy. Use for tasks like buffer analysis, spatial joins between datasets, dissolving boundaries, clipping data, calculating areas/distances, reprojecting coordinate systems, creating maps, or converting between spatial file formats.
geniml
by K-Dense-AI
This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec, BEDspace), single-cell ATAC-seq analysis (scEmbed), building consensus peaks (universes), or any ML-based analysis of genomic regions. Applies to BED file collections, scATAC-seq data, chromatin accessibility datasets, and region-based genomic feature learning.
latchbio-integration
by K-Dense-AI
Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.
openalgo-chart-plugin
by marketcalls
Extend openalgo-charts with a custom primitive, drawing tool, chart type, or indicator descriptor. Use when the user wants a custom overlay, annotation, band, zone, marker layer, hand-drawn tool, or a series style the library does not ship.
obsidian-links
by jykim
Format and validate Obsidian wiki links with proper filename, section, and folder conventions. Verify links exist before creation and fix broken links. Use when creating or checking wiki links in markdown files.
chat-export-report
by Innei
Use when user provides exported chat history (WeChat / Telegram / iMessage / QQ exports as .md / .txt / .json) and asks "我和 X 聊了啥"、"看完整个 md"、"细说 XX"、"是不是有 Y"、"what did I and X talk about", wants topical breakdown, requests detail on specific themes (relationships / work / health / events), or seeks honest interpretation of conversation dynamics. Triggers on large chat dumps (>1000 lines) where direct full read is impractical.
codebase-value-audit
by Innei
Use when asked whether a codebase's size is justified — "is 800k lines reasonable?", "audit our LOC", "are we bloated?", "值不值" — or when a LOC number is being used in an argument and nobody agrees what it measures. Produces a defensible per-sub-product accounting: strict line counts, a product-surface inventory, every line attributed to exactly one sub-product, and a worth verdict per block.
electron-native-lib-extraction
by Innei
Use when extracting an in-app Electron native-module integration (N-API addon + build scripts + packaging config + release CI) into a standalone, source-distributed npm library — or when authoring such a library from scratch. Covers the ABI/install-script traps, node-gyp rebuild semantics, macOS rpath depth, electron-builder packaging excludes, composite GitHub Action hygiene, and the dogfood migration back into the source app.
utilities
by elie222
Util functions
project-structure
by elie222
Project structure and file organization guidelines
DaVinci Resolve MCP Server — AI Skill Reference
by samuelgursky
The full API reference is in docs/resolve_scripting_api.txt.
cro-optimization
by ognjengt
Analyzes landing pages and provides detailed CRO (Conversion Rate Optimization) recommendations. Use when user provides a landing page URL or HTML/CSS code and needs optimization advice to maximize conversions, signups, or sales. Extracts page elements, audits against proven CRO principles, and delivers actionable recommendations in report format.
strategic-planning
by ognjengt
Analyzes the founder's business context to deliver the 3 highest-impact next moves for growth (marketing or sales). Asks up to 10 diagnostic questions when needed to uncover bottlenecks, struggles, and opportunities. Use when user needs strategic guidance, next steps, growth planning, or actionable business strategy.
compose-multiplatform-patterns
by affaan-m
Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.
frontend-slides
by affaan-m
Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.
content-hash-cache-pattern
by affaan-m
Cache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
swift-actor-persistence
by affaan-m
Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
/search-first — Research Before You Code
by affaan-m
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.
django-security
by affaan-m
Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
code-tour
by affaan-m
Create CodeTour .tour files — persona-targeted, step-by-step walkthroughs with real file and line anchors. Use for onboarding tours, architecture walkthroughs, PR tours, RCA tours, and structured "explain how this works" requests.
docx-processing-anthropic
by lawvable
"Toolkit for comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. Use to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks"
research-add-items
by Weizhena
Add items (research objects) to existing research outline.