83,201 skills sorted by stars.
Use when user asks to "remove duplicates", "DRY up code", "extract common logic", "consolidate repeated code", or when /...
Preview command effects without making changes. Simulates file writes, git operations, agent spawns, and state changes....
Simulates command execution in dry-run mode without file modifications. Sets dry_run flag, executes command with read-on...
Validate an implementation plan by tracing through each change without implementing. Use when user says dry walkthrough,...
This skill should be used when the user asks to 'start data analysis', 'brainstorm analysis approach', 'plan a data proj...
This skill should be used when the user asks to "start a data science project", "brainstorm analysis", "plan a data anal...
Subagent delegation for data analysis. Dispatches fresh Task agents with output-first verification.
This skill should be used when the user asks to 'fix analysis', 'wrong results', 'notebook error', 'reviewer feedback',...
Create structured handoff document for DS workflow session pause/resume.
REQUIRED Phase 3 of /ds workflow. Enforces output-first verification at each step.
Phase 3 of /ds workflow. Execute analysis tasks with output-first verification.
REQUIRED Phase 2 of /ds workflow. Profiles data and creates analysis task breakdown.
Internal skill used by ds-plan at Phase 2 exit gate. Dispatches a reviewer subagent to verify PLAN.md quality before imp...
This skill should be used when running Phase 4 of the /ds workflow to review methodology, data quality, and statistical...
This skill should be used when running Phase 4 of the /ds workflow or reviewing data analysis methodology.
Deep technical review of data science, MLOps, and machine learning projects. No feelings attached — pure roast mode. Sur...
Internal skill used by ds-brainstorm at Phase 1 exit gate. Dispatches a reviewer subagent to verify SPEC.md completeness...
This skill should be used when the user asks "what plugins are available", "list data science tools", "what MCP servers...
Validate analysis outputs against SPEC.md requirements using DQ checks.
This skill should be used when the user asks to 'verify analysis results', 'check reproducibility', 'validate data scien...
| Topic | Score (out of 10) |
When the user wants to optimize Direct Store Delivery (DSD) routes, plan delivery schedules for retail stores, or improv...
Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes para...
DSIM simulator debugging and troubleshooting. Use when investigating compilation errors, runtime failures, waveform anal...
Production-ready DSP algorithms including filters, compressors, delays, modulation effects, saturation, and distortion w...
Design and test DSP filters (highpass, lowpass, bandpass, notch) for WaveCap-SDR. Use when adding filters to demodulatio...
Use when working on the DSP engine, biquad cascade, kernel math, interpolation, minifloat codec, coefficient ramping, AG...
Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and ag...
Compile prompts into self-improving pipelines with signatures, modules, optimizers, and programmatic prompt engineering
This skill should be used when the user asks to "compose DSPy modules", "use Ensemble optimizer", "combine multiple prog...
This skill should be used when the user asks to "create custom DSPy module", "design a DSPy module", "extend dspy.Module...
This skill should be used when the user asks to "debug DSPy programs", "trace LLM calls", "monitor production DSPy", "us...
This skill should be used when the user asks to "build with DSPy", "create a DSPy module", "optimize prompts", "build a...
Universal text artifact optimizer using GEPA's optimize_anything API for code, prompts, agent architectures, configs, an...
This skill should be used when the user asks to "refine DSPy outputs", "enforce constraints", "use dspy.Refine", "select...
This skill should be used when the user asks to "create a ReAct agent", "build an agent with tools", "implement tool-cal...
This skill should be used when working with DSPy.rb, a Ruby framework for building type-safe, composable LLM application...
This skill should be used when the user asks to "optimize with SIMBA", "use Bayesian optimization", "optimize agents wit...
Reads HEC-DSS files (V6 and V7) for boundary condition extraction using RasDss class. Handles JVM configuration, HEC Mon...
Fetch actual data from Danmarks Statistik API and store in DuckDB. Use when user wants to download and store specific DS...