GitHub
sci-paper-assistant
Automatically generate SCI research papers from project code implementation and problem-solving processes
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Documentation AI Skills
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GitHub
context-engineering
Advanced 2026 context curation patterns (Nvidia Eureka, Context Hygiene, RLMF) for autonomous agents.
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GitHub
master-planner-researcher-prp
Master planner + deep researcher. Use when you need to turn a request into a research-backed, implementation-ready plan (PRP) using Tavily (web), Context7 (official docs), and Sequential Thinking (structured re...
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GitHub
project-referee
Critiques ML conference papers with reviewer-style feedback. Use when users want to anticipate reviewer concerns, identify weaknesses, check claim-evidence gaps, or find missing citations.
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GitHub
audit-paper
Rigorously audit scientific papers from arXiv or PDF. Runs 5-agent pipeline with adversarial review, mathematical verification, and code execution. Use when asked to review, audit, or analyze an academic paper.
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GitHub
second-opinion
This skill queries GPT-5.2 Pro and Gemini 3 Pro in parallel to get alternative perspectives on Claude's outputs. It extracts context automatically from conversation history, sends the same task to both models c...
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GitHub
narrow-effect-dependencies
minimizes effect re-runs
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GitHub
compound-plugin-analyzer
Analyze Every Compound Engineering plugin and compare to our plugin for improvement suggestions
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GitHub
force-matching
UK police force identification via JavaScript pattern matching. ALWAYS use this before AI classification (see Guardrail G-005).
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GitHub
neuroimaging-qc
Evidence-based QC decision-making for neuroimaging data. Interpret QC metrics from any pipeline (fMRIPrep, MRIQC, FreeSurfer, MNE-Python, Homer3, custom outputs) to make justified inclusion/exclusion decisions....
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GitHub
data-analysis
Data analysis workflows and patterns for processing, analyzing, and visualizing data using Python data science libraries.
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GitHub
dynamic-imports-for-heavy-components
directly affects TTI and LCP
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GitHub
runbook-generator
Document operational procedures and troubleshooting.
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GitHub
geological-advisor
Geological and planetary science advisor for Purria. Expert on meteor impact effects, ancient crater evolution, and how geological events shape landscapes over millions of years. Use when developing crater geog...
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GitHub
dsa110-python-development
DSA-110 radio astronomy pipeline development with Python 3.11+, Dagster workflows, CASA integration, FastAPI, GraphQL/Strawberry, and scientific computing best practices. Use for any work on the dsa110-contimg...
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GitHub
dsa110-python-development
DSA-110 radio astronomy pipeline development with Python 3.11+, Dagster workflows, CASA integration, FastAPI, GraphQL/Strawberry, and scientific computing best practices. Use for any work on the dsa110-contimg...
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GitHub
database-operations
Guide for interacting with the system's PostgreSQL database using the DBManager interface, covering key tables and common patterns.
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GitHub
database-design
Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
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GitHub
nestjs-database
Data access patterns, Scaling, Migrations, and ORM selection.
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GitHub
database-query-optimizer
Analyze slow queries and index recommendations.
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GitHub
database-testing
Test migrations, integrity, and query performance.
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GitHub
sqlx-database
Async Rust SQL toolkit with compile-time checked queries.
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GitHub
prisma-expert
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, relation design...
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GitHub
database-access
TinyBots database connection info, schema queries, and context gathering commands for MySQL databases
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.