The library

genomics-sv-detection · When you have SV VCF output from Manta/Delly/Sniffles and need aggregated counts and size bins.

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

hunt-xxe · When hunting XXE on XML-heavy endpoints, file parsers, or SAML flows where file-read or SSRF payoff is high.

m365-entra-attack · When testing M365 credential attacks with locked-down attempt budgets and needing AADSTS code interpretation.

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

meme-coin-audit · When doing pre-investment due diligence on meme coins or auditing token contracts for rug-pull mechanisms.

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.

tavily-search · When needing semantic search over current web with ranking, versus full-text grep search.

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.

redteam-mindset · When planning red-team engagements with structured threat modeling versus vulnerability checklist testing.

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

redteam-report-template · When documenting red-team findings with proper impact quantification and evidence chain.

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

report-writing · Ensures reports pass triage by enforcing impact-first writing and exact reproduction over theoretical claims.

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.

WhatsApp Assistant · Monitors WhatsApp archives without opening the app, extracting and actionifying conversation data.

cloud-cost-models · Reduces cloud spend 30-70% through instance selection, savings plans, and per-environment scheduling formulas.

triage-validation · Filters ineligible findings early (out-of-scope, known, theoretical) saving submission time and maintaining validity ratio.

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

windows-file-management · Hybrid API+GUI approach combines speed with interactive shell features for complex file migrations.

ableton-lom · Enables real-time hardware parameter control through Python event listeners without boilerplate.

openspec-archive-change · Automates spec change documentation to ensure migration guides are accurate and complete.

geoint_web_search · Enables remote site assessment and change detection over time without travel, useful for infrastructure planning.

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.

generate-images · Rapidly prototypes visual assets without hiring artists, useful for mockups, thumbnails, and design exploration.

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.

sanitize · Safely detecting and redacting PII from text files without exposing raw sensitive data.

yourvpndead-vpn-detection · Demonstrating VPN vulnerability by detecting server IPs via unauthenticated SOCKS5 proxies on Android.

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

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.

Social Media Images Generator · Use this skill when you need to execute social media images generator.

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.

oransim-causal-marketing-twin · Use this skill when you need to oransim causal marketing twin.

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