Find and remove commented-out dead code across 8 languages (JS, TS, Python, Java, Go, Rust, HTML, CSS) while preserving TODOs, FIXMEs, license headers, disabled tests, and real documentation. Previews every change first and writes .bak backups before it touches a file.
Catch typos, homophones, and near-miss misspellings across code, docs, and markdown, in a commit, your staged changes, a file, or a whole directory. Layers dictionary, phonetic (Soundex), and edit-distance checks with context-aware homonym rules to flag the their/there and its/it's a basic spellcheck sails right past.
Lint an exported n8n workflow before it ships: catches broken or duplicated nodes, missing error handlers, credential stubs, unhandled retries, unsafe webhooks, brittle expressions, and missing idempotency. A read-only pass over your workflow JSON that ranks production-readiness gaps with evidence and concrete fixes.
Stuck with a “wip” or “fix stuff” commit? Get one clean, ready-to-paste rewrite. Bad commit message you already wrote — “wip”, “fix stuff”, a vague subject a reviewer flagged? Find the #1 reason it fails and get a finished rewrite: clean subject, a why-body only when it’s needed.
Every orchestration topology — sequential, parallel, hierarchical, map-reduce, critic-actor — selected and designed for your exact workflow. Full system design with agent roles, interfaces, routing logic, and error paths.
Diagnoses and fixes LCP, INP, and CLS on WordPress sites with a scored, prioritized action plan and runnable before→after code — including the non-obvious insight that consent-gated analytics loading is a measured CWV improvement, not just a GDPR requirement.
Find where knowledge is dangerously concentrated in a codebase. From your git history it flags the files only one person has ever touched, the high-churn files with a single owner, authors who own too much of the codebase, and the repo's overall truck factor. The catchy question with a real answer: what breaks if a key person leaves.
Scaffold or harden a production-grade GitHub Actions pipeline for WordPress — with a blocking lint gate that stops broken code before it deploys, and a fail notification that makes silent deployment failures impossible.
Five adversarial perspectives on your idea, run in one session, before you write a line of code. You find out where your plan breaks before you build it, not after. Stop shipping features nobody wanted and start shipping the things that hold.
Generate the model and vendor risk register a security lead asks for the morning after a model gets switched off. It scans your codebase for every model and provider, merges in the owner and data-residency notes you supply, and renders a register with provider, model, where it's used, fallback status, and an availability-risk rating per dependency. Markdown by default, CSV with a flag. Continuity-focused, not a compliance assessment.
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Subagent Workflow Patterns To Boost Output Quality