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system-admin
4.3K

monitor-services

Health check and auto-restart all Pollinations GPU services (Flux/Z-Image on RunPod, LTX-2 on GH200, Klein on RunPod, legacy image on OVH, Sana on Vast.ai). Use with /loop for recurring checks.

pollinations
pollinations
tools
open
debugging
4.3K

fory-performance-optimization

Run profile-driven bottleneck optimization across Apache Fory implementations (Java, C++, Python/Cython, Go, Rust, Swift, C#, JavaScript/TypeScript, Dart, Kotlin, Scala). Use when improving serialize/deserialize throughput or latency, recovering regressions against a reference commit, diagnosing flamegraphs, fixing perf-related CI failures, or porting proven optimizations across languages without protocol or API regressions.

apache
apache
tools
open
data-analysis
4.3K

reporting

Guidelines for formatting reports using HTML details/summary tags

github
github
data-ai
open
llm-ai
4.3K

prompt-writing

Create, refine, and optimize high-quality YAML prompts for AI assistants. Use when working with prompt templates, system prompts, agent prompts, or any prompt engineering tasks. Provides structure guidelines, template patterns, and quality standards for YAML-based prompts.

ModelEngine-Group
ModelEngine-Group
data-ai
open
debugging
4.3K

ensure-manifest-docs-consistency

Check consistency of Manifest documentation across all sources (GitHub, website, ClawhHub, npm, skills) against the actual codebase. Produces a dissonance report with tables. Use when the user says "/ensure-manifest-docs-consistency", "check manifest docs", "docs consistency", or wants to audit Manifest documentation for contradictions.

mnfst
mnfst
tools
open
git-workflows
4.3K

pr-build-status

Retrieve and analyze Azure DevOps build failures for GitHub PRs. Use when CI fails. CRITICAL: Collect ALL errors from ALL platforms FIRST, write hypotheses to file, then fix systematically.

dotnet
dotnet
devops
open
code-quality
4.3K

ilverify-failure

Fix ILVerify baseline failures when IL shape changes (codegen, new types, method signatures). Use when CI fails on ILVerify job.

dotnet
dotnet
testing-security
open
testing
4.3K

flaky-test-detector

Detect flaky tests by scanning recent AzDo CI builds for test failures recurring across multiple unrelated PRs. Use when investigating intermittent failures, CI instability, deciding which tests to quarantine, or checking if RunTestCasesInSequence no-ops are causing parallel-safety issues.

dotnet
dotnet
testing-security
open
testing
4.3K

hypothesis-driven-debugging

Investigate compiler failures, test errors, or unexpected behavior through systematic minimal reproduction, 3-hypothesis testing, and verification. Always re-run builds and tests after changes.

dotnet
dotnet
testing-security
open
academic
4.3K

create-pattern

Analyze sources (blog posts, PDFs, YouTube videos, codebases, pasted text) for agentic patterns, match against 105+ existing patterns, create new patterns or update existing with new sources and insights.

nibzard
nibzard
research
open
git-workflows
4.3K

awesome-agentic-patterns-pr-review

Review pull requests for the awesome-agentic-patterns repository. Use when asked to validate a PR, assess whether a contribution fits the repo, inspect pattern submissions under patterns/, check merge readiness, repair a small submission issue on top of a contributor branch, draft a polite contributor comment, or apply the repository's pattern-first and non-promotional contribution policy to a GitHub pull request.

nibzard
nibzard
devops
open
academic
4.3K

arxiv-pattern-discovery

Search arXiv for academic papers describing agentic AI patterns. Use when user asks to find new patterns from academic literature, search arXiv, discover patterns from papers, or review academic sources for pattern extraction.

nibzard
nibzard
research
open
code-quality
4.3K

rust

Rust coding best practices for idiomatic, efficient, and maintainable code. Use when writing Rust code, reviewing code, or learning Rust patterns.

pgdogdev
pgdogdev
testing-security
open
architecture-patterns
4.3K

n8n-workflow-patterns

Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, or scheduled tasks.

czlonkowski
czlonkowski
development
open
architecture-patterns
4.3K

n8n-node-configuration

Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type.

czlonkowski
czlonkowski
development
open
testing
4.3K

e2e-tester

Write and run Playwright E2E tests for Redpanda Console using testcontainers. Analyzes test failures, adds missing testids, and improves test stability. Use when user requests E2E tests, Playwright tests, integration tests, test failures, missing testids, or mentions 'test workflow', 'browser testing', 'end-to-end', or 'testcontainers'.

redpanda-data
redpanda-data
testing-security
open
mobile
4.3K

ui-development

Build UI with Redpanda Registry components, Tailwind v4, and accessibility best practices.

redpanda-data
redpanda-data
development
open
testing
4.3K

testing

Write and maintain tests with Vitest v4 dual configuration, mock utilities, and Zustand store testing patterns.

redpanda-data
redpanda-data
testing-security
open
smart-contracts
4.2K

analyzing-ethereum-smart-contract-vulnerabilities

Perform static and symbolic analysis of Solidity smart contracts using Slither and Mythril to detect reentrancy, integer overflow, access control, and other vulnerability classes before deployment to Ethereum mainnet.

mukul975
mukul975
blockchain
open
smart-contracts
4.2K

performing-docker-bench-security-assessment

Docker Bench for Security is an open-source script that checks dozens of common best practices around deploying Docker containers in production. Based on the CIS Docker Benchmark, it audits host confi

mukul975
mukul975
blockchain
open
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