Dev & Coding

Analyzes every open GitHub issue and PR in parallel and writes permalink-backed triage reports without ever mutating the repository.

Runs a long-horizon experiment loop that improves a code/model/prompt artifact against an evaluator, using a persistent hypothesis tree and a held-out test merge gate to avoid overfitting.

Turns Claude into an explore-first planning consultant that grounds in your codebase, asks only the decisions you must own, and — only after your explicit okay — writes one decision-complete work plan.

A post-implementation review gate that spawns five parallel sub-agents — goal verification, hands-on QA, code quality, security, and context mining — and passes only if all five pass.

A four-language engineering constitution that forces reference reading before coding, then enforces strict types, TDD, and file-size discipline.

Scans a repository and auto-generates a hierarchical set of AGENTS.md files at the root and in complexity-scored subdirectories.

A planning-only skill that grounds in your codebase, asks just the decisions you must own, and writes one decision-complete work plan after your explicit approval.

Analyzes a repo in parallel and generates AGENTS.md at the root plus in complexity-scored subdirectories.

Explores and scores your repo in parallel, then generates hierarchical AGENTS.md docs at the root and in high-complexity subdirectories.

Guides Claude to read, write, and process DICOM files with pydicom 3.0.2 while enforcing PHI-safe output and a bounded de-identification preflight.

A version-pinned guide for building, simulating, transpiling, and running quantum circuits with Qiskit 2.x and IBM Quantum Runtime.

A practical guide for training, evaluating and customizing reinforcement learning agents with Stable Baselines3.

Design, review, and migrate MATLAB or Octave code with strict license gating, static-only safety checks, and reproducibility reporting.

A hands-on PyG skill covering node/link/graph tasks, custom message passing, heterogeneous graphs, and neighbor sampling for large graphs.

A skill for designing, simulating, and running quantum circuits with Google's Cirq framework.

An end-to-end workflow for drafting new Claude skills, testing them with evals and benchmarks, and tuning their descriptions for reliable triggering.

Picks a multi-agent orchestration pattern from requirements, generates and validates provider-ready tool schemas, and evaluates run logs for cost, latency, and bottlenecks.

An engineering skill for scaffolding and registering Paperclip agent adapters that satisfy the server, UI, and CLI surfaces at once.

Fans out one background agent per open issue/PR to produce evidence-backed, permalink-cited triage reports in /tmp — with zero writes to GitHub.

Case-by-case QA of opencode itself — CLI, HTTP server, plugin hooks/events over SSE, tmux TUI smoke, and read-only session DB investigation.