svg-illustration
Use when you need SVG diagram rules, layout patterns, or embedding guidance for slide decks and want the minimal SVG-focused reading path.
uv-scripts
Use when running or authoring standalone Python scripts with uv, especially when choosing Python versions, adding one-off dependencies, using no-project mode, or embedding inline script metadata.
codebase-navigator
Fast repository comprehension and safer edits through structured exploration
performance-profiler
CPU/memory profiling, database query optimization, and performance analysis
ai-code-generator
AI-powered code generation for boilerplate, tests, data, and scaffolding
api-documentor
Generates OpenAPI/Swagger/GraphQL documentation and SDKs from code
code-formatter
Multi-language code formatting and style enforcement with automatic linting fixes
container-validator
Dockerfile best practices, Kubernetes manifest validation, container security
database-migrator
Schema version control, migration script generation, rollback management
documentation-sync
Detects code/documentation drift, validates examples, generates diagrams, auto-updates documentation
pr-author-reviewer
Raise PR quality with templates, checklists, and security reviews
dependency-guardian
Automated dependency management with security scanning, update orchestration, and compatibility validation
finops-optimizer
Cloud cost optimization and FinOps analysis across AWS, Azure, and GCP
incident-triage
Faster on-call handoffs and better postmortems with triage SOPs
memory-hygiene
Maintains memory cleanliness with deduplication, validation, and expiration
release-orchestrator
End-to-end release automation with semantic versioning, changelog generation, and multi-environment deployment
security-scanner
Comprehensive security scanning for SAST, secrets, OWASP vulnerabilities, container and IaC security
semantic-search
Natural language code search, pattern detection, semantic code analysis
tech-debt-tracker
Automated technical debt identification, tracking, and prioritization system
test-first-change
Reduce regressions by discovering tests, running them, then editing code
claude-code-hooks
Guide for implementing Claude Code hooks - automated scripts that execute at specific workflow points. Use when building hooks, understanding hook events, or troubleshooting hook configuration.
claude-hooks-sdk
Expert guide for building Claude Code hooks using the claude-hooks-sdk npm package. Use when implementing TypeScript hooks with HookManager, Logger, transforms, context tracking, or troubleshooting SDK features.
epistemic-cognitive-guardrails
Discipline epistemique stricte pour eliminer les derives cognitives de Claude. Activation SYSTEMATIQUE sur TOUTES les conversations. Impose: (1) Zero invention/supposition, (2) Honnetete absolue, (3) Vision holistique avec relecture du contexte, (4) Questions plutot que suppositions, (5) Remise en contexte perpetuelle avec checkpoints structures, (6) Documentation incrementielle sans doublons, (7) Vigilance workflow/CI-CD/securite, (8) TODO/plan obligatoire avant tout travail, (9) Documentation FR/EN scholar style signee Julien GELEE, (10) Zero credentials/API keys/donnees sensibles en clair. Posture ingenieur generaliste specialise IA.
security-first-methodology
>
sp
Guide for sp.h, a single-header C standard library replacement. You must use this guide when using or discussing sp.h in any capacity.
search-articles
Query articles using category filters and BM25 keyword search
building-multiagent-systems
This skill should be used when designing or implementing systems with multiple AI agents that coordinate to accomplish tasks. Triggers on "multi-agent", "orchestrator", "sub-agent", "coordination", "delegation", "parallel agents", "sequential pipeline", "fan-out", "map-reduce", "spawn agents", "agent hierarchy".
analyzing-research-papers
Expert methodology for analyzing and summarizing research papers, extracting key contributions, methodological details, and contextualizing findings. Use when reading papers from PDFs, DOIs, or URLs to create structured summaries for researchers.
grant-application-setup
Expert guidance for setting up and organising research grant applications following established patterns for UKRI, EU, and other funding bodies
grant-compliance-checking
Expert knowledge of research grant compliance requirements, deliverables tracking, and funder expectations. Use when reviewing work against grant specifications, preparing progress reports, or ensuring alignment with funding requirements from NSF, NIH, EU, and other agencies.
project-organization
Expert guidance for setting up and organizing research software projects following Sam Abbott's established patterns for R packages, Julia packages, and research projects
r-development
Expert guidance for R package development following best practices for devtools, testthat, roxygen2, and R ecosystem tools
stan-development
Expert guidance for Stan probabilistic programming language development, including modern syntax, cmdstanr/cmdstanpy integration, and testing patterns
taskfile-automation
Expert guidance for using Task (taskfile.dev) automation tool to discover and execute project development commands
academic-writing-standards
Expert knowledge of academic writing standards for peer-reviewed papers, including citation integrity, style compliance, clarity, and scientific writing best practices. Use when reviewing or editing academic manuscripts, papers, or research documentation.
julia-development
Expert guidance for Julia package development following SciML standards, Distributions.jl patterns, and Julia ecosystem best practices
add-bot
Add seabbs-bot as a collaborator with push permissions to a repository
commit
Create a well-structured commit with conventional format and proper git identity
create-note
Import a markdown file into Obsidian library and format it as a note
docs
Check that all code has appropriate documentation and fix gaps
format-note
Format an Obsidian note with tags and link it from today's daily note
github-dashboard
GitHub dashboard update with notifications, PR status, issue triage, and action items
improve-coverage
Improve test coverage by identifying gaps and generating meaningful tests
issue-reply
Post a helpful reply to a GitHub issue
issue-summary
Summarise a GitHub issue conversation with focus on the last message
lint
Lint, format, and optionally commit changes
literature-search
Search local bibliography files and Paperpile for relevant papers
minutes
Create structured meeting minutes from a transcript
paper-summary
Summarise an academic paper from URL, DOI, or file path
pr
Create a pull request based on a GitHub issue with analysis, implementation, QA, and PR creation
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