Generate a daily or weekly digest of activity across all connected sources. Use when catching up after time away, starting the day and wanting a summary of mentions and action…
Use when you need to reduce LLM API spend, control token usage, route between models by cost/quality, implement prompt caching, or build cost observability for AI features.
A universal self-improving agent that learns from ALL skill experiences. Uses multi-memory architecture (semantic + episodic + working) to continuously evolve the codebase.
Static security analysis agent. Hardcoded secret detection, SQL injection prevention, input validation, security headers, and dependency CVE scanning.
NIF (Native Implemented Functions) development and SIMD patterns for Elixir/BEAM. TRIGGER when: writing NIFs in C or Rust (Rustler), using erl_nif.h, Zig SIMD code for BEAM…
User feedback collection, NPS survey design, review analysis, sentiment analysis, feedback classification, and insight extraction reports. Use when establishing feedback loops.
Property-based and generative testing across the polyglot stack. TRIGGER when: user asks about property-based testing, generative testing, QuickCheck, Hypothesis, proptest,…
Scan codebases for technical debt, score severity, track trends, and generate prioritized remediation plans.
Solidity development standards and security auditing. TRIGGER when: working with .sol files, foundry.toml, hardhat.config.*, smart contract auditing, security review, or…
Polymath split-brain research methodology. Maps the possibility space of open-ended problems by building a max-distance lens roster across three relatedness tiers (close/mid/far),…
Comprehensive security auditing workflow covering web application testing, API security, penetration testing, vulnerability scanning, and security hardening.
Blockscout MCP tool reference for on-chain data queries. Covers all 16 tools: address info, transactions, token transfers, NFTs, contract ABI/source, read-only calls, ENS…
Use when the user asks to design database schemas, plan data migrations, optimize queries, choose between SQL and NoSQL, or model data relationships.
Zero-knowledge circuit design with Noir (Aztec's ZK DSL). TRIGGER when: working with .nr files, Nargo.toml, ZK circuits/proofs, Aztec contracts, zoir extension, or discussing…
Pre-audit report generator for ZK + EVM hybrid protocols (Noir circuits + Solidity verifier / oracle layers).
Use when the user asks to design RAG pipelines, optimize retrieval strategies, choose embedding models, implement vector search, or build knowledge retrieval systems.
Scan for outdated dependencies and update them across Elixir, Rust, Node, Go, and Python ecosystems. TRIGGER when: user asks about outdated dependencies, "update deps",…
Identifies performance bottlenecks including N+1 queries, inefficient loops, memory leaks, and slow algorithms.
Scan repos for health issues: stale PRs, failing CI, old issues, TODO refs, lockfile problems, and security advisories.
Systematic refactoring methodology with safety guarantees for polyglot codebases. TRIGGER when: user asks to refactor code, restructure a module, split a monolith, do a large…
Generate pre-session project briefings with git activity, GitHub state, CI status, dependency health, and recall context.
Raxol terminal framework for TUI apps and AI agents in Elixir. TRIGGER when: code imports Raxol modules (Raxol.Agent, Raxol.Headless, Raxol.Core), mix.exs lists :raxol or…
Automated security auditing of project dependencies to identify known vulnerabilities.
UI/UX design patterns and design system architecture. TRIGGER when: working on component design, layout/grid decisions, design tokens, color palettes, typography, accessibility…
Detailed coding patterns for a polyglot stack. TRIGGER when: working in Elixir, TypeScript, Go, Rust, Python, Lua, C, Zig, Shell/Bash, Noir, or chezmoi templates.
Runs packages temporarily, creates isolated shell environments, and evaluates Nix expressions. Use when executing tools without installing, debugging derivations, or working with…