Agents

Use for Advent of Code, algorithm puzzles, competitive programming, or puzzle-solution optimization.

Use when the user asks how something works, wants a walkthrough before changes, or requests design critique.

Use when n8n workflows must be inspected or operated through the bundled REST CLI or targeted MCP tools.

Use when Nix, nixpkgs, flakes, NixOS, derivations, shells, or Home Manager are involved.

Use when the user requests TDD or a bug has a cheap local failing-test path before the fix.

Use when the user asks why code was built a certain way and the answer requires Git, PR, issue, or doc history.

Use when Jira tickets must be searched, triaged, summarized, or created through the Atlassian CLI.

Use to copy terminal output, files, or stdin to the clipboard via OSC 52 across macOS, Linux, Windows, and SSH/tmux.

Use when the user asks to run Mole's mo CLI for macOS cleanup, analysis, history, status, or dry runs.

Use when Emacs, Emacs Lisp, init.el, packages, keybindings, automation, or runtime state are involved.

Use when Gleam, gleam.toml, BEAM, Erlang interop, TDD, or type-driven Gleam code are involved.

Use only when the user explicitly asks Herdr to control panes, tabs, workspaces, commands, agents, or sessions.

Use when a task should fan out across parallel workers, independent slices, races, or best-of attempts.

Use when the user wants a plain explanation of a subsystem or change with how and why built together.

Use when Go, .go files, go.mod, concurrency, HTTP, CLIs, databases, errors, or Go tests are involved.

Use when Linear issues or projects must be read or changed through MCPorter.

Use when the user asks to create, split, stage, unstage, amend, or polish Git commits or history.

Use when Effect, effect-ts, Effect v4, @effect/*, Effect Schema, Layers, fibers, services, or runtimes appear.

Use when GitHub CLI, repositories, issues, pull requests, Actions, releases, APIs, or stacked PRs are involved.

Use when Python, .py files, uv, typing, validation, APIs, async code, tests, or packaging are involved.

Use when the user says recall my work, catch me up, or asks to reconstruct recent work from sessions and Git state.

Use when Reddit posts, comments, subreddits, users, or community discussion must be searched or retrieved.

Use when asked to deslop, remove AI writing patterns, clean prose, or perform bounded behavior-preserving code cleanup.

Use when Clojure, ClojureScript, deps.edn, REPL, spec, macros, or functional code are involved.

Use when given an Ecuabet match URL or ID for live odds, EV, incidents, or feed-health analysis.

Use when .ipynb files or Jupyter notebooks must be executed, inspected, validated, converted, or debugged.

Use when a YouTube or media URL must be inspected, downloaded, converted, extracted, listed, or explored.

Use when a public GitHub repository question needs DeepWiki documentation or codebase evidence.

Use when MCP servers must be discovered, authenticated, inspected, configured, or called through MCPorter.

Use when the user asks to search, compare, price, or recommend Amazon products from live catalog data.

Use when code search needs AST structure, ast-grep, sg, structural matching, or read-only find-usages.

Use when the user asks for autommit, unattended commits, atomic commit splitting, recovery, or publication.

Use when current library, SDK, or API documentation and code examples must be fetched. For up-to-date documentation.

Use when public GitHub code examples or real-world API and configuration usage must be found through Grep.app.

Odoo 17 dev server, test runner, lint/format, read-only JSON-RPC queries, workspace and database inspection.

Use when a task requires research, fact-checking, comparison, evidence gathering, or source selection.

Use to upload code, diffs, logs, or text to pastes.dev via CLI or stdin with automatic syntax highlighting.

Use for Dark Souls Remastered builds, mechanics, routes, mods, saves, or spoiler-safe help.

Use for Lies of P 1.12.0.0 or Overture builds, routes, platinum planning, mechanics, or spoiler-safe help.

Use when scraping, crawling, mapping, searching the web, extracting structured data, or monitoring diffs via Firecrawl.

Use when the user asks to discover or compare official Vals benchmarks, model scores, cost, latency, or uncertainty.

Use for Bloodborne builds, mechanics, weapons, routing, farming, progression, or spoiler-safe help.

Use for Dark Souls 3 builds, mechanics, routes, achievements, PC mods, or spoiler-safe help.

Use when the user asks to query a NotebookLM notebook or knowledge base through the nlm CLI.

Use when creating an upstream GitHub issue or pull request under a repository's contribution rules.

Use when JavaScript, Node.js, browser JS, modules, async behavior, APIs, tests, or performance are involved.

Use when headless web search needs OMP's provider routing, explicit provider choice, or structured JSON output.

Use whenever TypeScript, TS, .ts files, tsconfig, Bun, Node.js, ESM, type errors, or TS tooling are involved.

Use when Vercel projects, deployments, environments, domains, logs, integrations, or CI/CD must be operated.

Use when public X or Twitter posts, timelines, searches, or conversations require bounded evidence.

Use when Hammerspoon, hs.*, Lua hotkeys, macOS windows, automation, or runtime state are involved.

Use when creating or debugging a single-file Rust script with Cargo, rust-script, or an embedded manifest.

Use when XML must be read or edited with XPath, minimal formatting changes, or batch operations.

Use when the user asks to search live flights, compare dates or fares, or rank travel options.

Use when OpenAI or Codex APIs, models, configuration, or behavior require current official documentation.

Use when a quick current web, image, video, news, or local-result search is needed.

Use when the user asks about published DeepSWE scores, metrics, versions, or model efficiency.

Generate Keep a Changelog entries and release notes from Git commits, PRs, or staged diffs.

Use when audio needs tempo, key, section, energy, metadata, codec, or segment analysis.

Use when a task needs website browsing, login, forms, clicks, scraping, screenshots, or web-app testing.