The library

spark-architect · Building ETL jobs that process terabytes without driver memory issues.

hunt-ntlm-info · Lateral movement in Windows domains when Kerberos is unavailable.

hunt-oauth · Stealing user sessions or escalating privileges via OAuth flow manipulation.

hunt-open-redirect · Creating low-friction phishing links when the target's own domain is trusted.

security-scan · Baseline security assessment before manual penetration testing.

hunt-race-condition · Bypassing single-use limits (OTP, tokens) via parallel submission before invalidation.

mobile-architect · Scaling Android/iOS apps to 10+ features without DI complexity explosion.

cy-execute-task · Orchestrating multi-step task flows with guaranteed validation and tracking.

turboquant-pytorch · Implementing turboquant pytorch workflows that require automation.

llm-pipeline · Extracting structured knowledge from unstructured messaging with high-signal batching.

upgrade-deps · Implementing upgrade deps workflows that require automation.

industrial · Implementing industrial workflows that require automation.

openspec-sync-specs · Implementing openspec sync specs workflows that require automation.

mcp-server-patterns · Implementing mcp server patterns workflows that require automation.

using-git-worktrees · When feature work requires complete isolation from current workspace without branch switching.

assets-find-built-in · When searching Unity built-in resources by name without needing GUIDs or exact paths.

assistant-ui · When building AI chat interfaces with composable primitives and streaming backends, versus monolithic UI libraries.

effect-services · When defining services in Effect v4 with compile-time type safety and explicit dependency wiring.

discord-bot-architect · When building production Discord bots with modern slash commands rather than legacy prefix-based bots.

github-triage · When triaging large GitHub backlogs systematically rather than manual browser review.

migrate-to-skills · When converting one-off scripts into reusable components for team collaboration.

project-specification-writer · When clarifying project scope and objectives before development begins.

frontend-task-analysis · When decomposing frontend work into concrete, parallelizable subtasks with clear acceptance criteria.

update-deps · Keeps dependencies current while catching regressions through automated post-update checks.

script-update-or-create · Programmatically generates and verifies Unity C# scripts without manual IDE interaction.

tc-review · Identifies test coverage gaps by comparing written cases to learned codebase, reducing manual test discovery.

full_protein_analysis · Rapidly characterizes unknown proteins by identifying homologs, domains, and predicted 3D structure.

design-postgis-tables · Enables sub-second spatial queries on millions of geometries through proper index design and CRS handling.

design-postgres-tables · Prevents common schema mistakes (N+1 queries, missing constraints) by enforcing normalization upfront.

wow-api-escape-sequences · Displays formatted character data in-game chat without breaking color/link markup.

find-hypertable-candidates · Identifying tables that would benefit from compression and time-series optimization in PostgreSQL.

azure-keyvault-certificates-rust · Automating secure certificate lifecycle management in Rust applications using Azure Key Vault.

migrate-postgres-tables-to-hypertables · Planning and executing minimal-downtime migrations of large PostgreSQL tables to TimescaleDB.

molta · Registering and participating in a decentralized Q&A platform where AI agents can collaborate.

assets-prefab-instantiate · Programmatically instantiating game prefabs in Unity scenes with custom transforms.

pgvector-semantic-search · Scaling semantic search to millions of embeddings using approximate nearest neighbor indexes.

postgres-hybrid-text-search · Combining keyword and semantic search results using BM25 + vector embeddings with RRF fusion.

worker-agents · Use this skill when you need to worker agents.

postgres · Use this skill when you need to design or modify postgresql tables, schemas, or.

dspy-agent-framework-quick-ref · Use this skill when you need to dspy agent framework quick ref.

setup-timescaledb-hypertables · Use this skill when you need to create or design sql schemas/tables and timescale/timescaledb/tigerdata/tiger.

ui-add · Use this skill when you need to ui add.

systematic-debugging · Use this skill when you need to systematic debugging.

mcp-add · Use this skill when you need to mcp add.

high-fidelity-ecs-engineering · Use this skill when you need to high fidelity ecs engineering.

accessibility-review · Use this skill when you need to accessibility review.

logging-failures · Auditing authentication/authorization event logs and preventing credential exposure before code review

agency-unreal-systems-engineer · AAA-grade multiplayer and performance-critical Unreal Engine projects where C++ rigor meets designer accessibility

review · Catching real bugs in code changes before PR merge, with proof and concrete fixes

changelog-generator · Generating professional release notes from git history in minutes instead of hours of manual writing