Processament de dades
Transformació i anàlisi sintàctica de dades
dnanexus-integration
jimmc414
"DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution."
content-repurposer
travisjneuman
Adapt content across platforms with tone/format shifting — blog to social, long to short, text to visual outline. Use when repurposing content for different channels, audiences, or formats.
mcp-oauth-setup
obie
"Implement MCP server authentication with OAuth Dynamic Client Registration (RFC 7591), Authorization Server Metadata Discovery (RFC 8414), and generalized per-agent credential support. This skill should be used when building admin UIs that let users connect to third-party MCP servers, whether they use OAuth (Linear, Sentry, Granola), bearer tokens (Render, custom APIs), or API keys. Covers the full flow: metadata discovery, client registration, PKCE authorization, token exchange, token refresh, tool sync, and credential storage patterns (shared vs per-agent for any auth type). Includes hard-won lessons from production implementation."
jobs
SamSaffron
"Work with scheduled jobs and container services. Use when creating, updating, pausing, debugging, or inspecting jobs; checking runs/events; or changing runit services like webui and jobs."
business-analyst
aAAaqwq
"Master modern business analysis with AI-powered analytics,"
coda-automation
aAAaqwq
"Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas."
auth-manager
aAAaqwq
"网页登录态管理。定期检查各平台 Playwright 登录状态，过期自动告警。支持动态添加/删除平台。"
docker-deployment
aAAaqwq
Docker container deployment with Nginx HTTPS configuration and Cloudflare Tunnel integration. Use when deploying web applications with Docker, configuring SSL/TLS certificates, setting up Nginx reverse proxy, or integrating with Cloudflare Tunnel for secure external access.
observe
diegosouzapw
Query and manage Observe using the Observe CLI. Use when the user wants to run OPAL queries, list datasets, manage objects, or interact with their Observe tenant from the command line.
plsfix
diegosouzapw
Use when improving spec documents, instruction sets, prompts, requirements docs, briefs, or any written instructions meant to drive action from humans or AI - rewrites vague, disorganized, or ineffective instructions into clear, actionable ones
issue-tree-builder
sruthir28
McKinsey-style issue tree framework for breaking down complex problems into MECE (Mutually Exclusive, Collectively Exhaustive) components. Use when users need to decompose strategic questions, structure analysis, create work plans, or prepare for case interviews. Apply hypothesis-driven approach to problem-solving.
grant-proposal
poemswe
You must use this when drafting grant proposals, refining research aims, or aligning projects with agency priorities.
recent-data
lobehub
Guide for using Recent Data (topics, resources, pages). Use when working with recently accessed items, implementing recent lists, or accessing session store recent data. Triggers on recent data usage or implementation tasks.
data-fetching
lobehub
Data fetching architecture guide using Service layer + Zustand Store + SWR. Use when implementing data fetching, creating services, working with store hooks, or migrating from useEffect. Triggers on data loading, API calls, service creation, or store data fetching tasks.
session-investigator
evalstate
Investigate fast-agent session and history files to diagnose issues. Use when a session ended unexpectedly, when debugging tool loops, when correlating sub-agent traces with main sessions, or when analyzing conversation flow and timing. Covers session.json metadata, history JSON format, message structure, tool call/result correlation, and common failure patterns.
portolan-cli SKILL.md
portolan-sdi
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documentation
kubb-labs
Use when writing blog posts or documentation markdown files - provides writing style guide (active voice, present tense), content structure patterns, and SEO optimization. Overrides brevity rules for proper grammar.
commit
Melvynx
Quick commit and push with minimal, clean messages
prompt-creator
Melvynx
Expert prompt engineering for creating effective prompts for Claude, GPT, and other LLMs. Use when writing system prompts, user prompts, few-shot examples, or optimizing existing prompts for better performance.
better-stimulus
obie
Apply Better Stimulus best practices for writing maintainable, reusable StimulusJS controllers following SOLID principles
prompt-enhancer
sammcj
Knowledge for transforming poor or overly simple user prompts with expert-level framing. Triggers include: user explicitly asking to improve/refine/rewrite their prompt or user requesting help framing a request for another AI system.
experiment-design
lingzhi227
Design experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and ablation studies. Plan baselines, datasets, hyperparameter sweeps, and evaluation metrics. Use when planning experiments for a research paper.
experiment-code
lingzhi227
Write ML experiment code with iterative improvement. Generate training/evaluation pipelines, debug errors, and optimize results through code reflection. Use when implementing experiments for a research paper.
figure-generation
lingzhi227
Generate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion, code generation with execution, VLM visual feedback). Handles bar charts, line plots, heatmaps, training curves, ablation plots, and more. Use when the user needs figures, plots, or visualizations for a paper.