IDA Pro Python scripting for reverse engineering. Use when writing IDAPython scripts, analyzing binaries, working with IDA's API for disassembly, decompilation (Hex-Rays), type systems, cross-references, functions, segments, or any IDA database manipulation. Covers ida modules (50+), idautils iterators, and common…
Write correct, idiomatic THRML code, centered on Ising machines and how they are trained. THRML is Extropic's JAX-based GPU simulator for the block Gibbs sampling programs that run natively on Extropic's probabilistic computing hardware. Use this skill whenever the user mentions THRML, Extropic, probabilistic…
Compile the contract set in your head — simulate how the real application would run from the specs, and disprove (or confirm) it works before any source .py is written.
FastAPI project initialization, development guidance, and code review based on personal architectural conventions (uv+fastapi+sqlalchemy+alembic+loguru+ruff). Use when: (1) Creating/initializing a new FastAPI project, (2) Adding new endpoints, services, modules, or models to an existing FastAPI project, (3) Reviewing…
Use this skill when the user asks about Clean Architecture in Python — not generic theory, but the specific layer conventions (l1entities, l2usecases, l3interfaceadapters, l4frameworksanddrivers), folder patterns, boundary interfaces, and .importlinter.ini contracts from CJHwong/py-clean-architecture-examples. Fetches…
Evidence-grounded AI research workflow for turning supplied economics, finance, management, and social-science papers or structured records into versioned PaperReading artifacts. Use when Codex must ingest text, Markdown, or a text-based PDF; separate source-grounded claims from researcher analysis; bind findings to…
Search the live web through the agent-web-search CLI — powered by model-native search grounding and agent search backends. Optimized for complete natural-language questions rather than keyword fragments when online sources or cross-provider web research are needed.
Build and debug Pydantic AI v2 agents using best practices for dependencies, instructions, tools, capabilities, hooks, and structured output validation. Use when the user wants to: (1) Create a new Pydantic AI agent, (2) Debug or fix an existing agent, (3) Add features like tools, validators, capabilities, hooks, or…
Guide for training PyTorch models using this template's config-driven pipeline. Use this skill whenever the user wants to: train a model, create experiment configs (run.yaml / opt.yaml / best.yaml), run hyperparameter optimization (HPO) with Optuna, extract best parameters from an HPO study, set up a new experiment…
Review and merge GitLab merge requests via the gitlab-api MCP server — by default the MRs assigned to you or where you are a reviewer, optionally scoped to a project, group, or the whole instance. Read an MR, gate it on a green pipeline (pipeline → jobs → job log), then approve, accept/merge, or set…
Build or modify Django and Django REST Framework applications using the user's preferred service-oriented structure. Use when working on Django settings, Pydantic environment validation, PostgreSQL, DRF APIs without viewsets, serializers, services, schemas, constants, media/static storage, Docker, tests, migrations…
Generate executable Python scripts to control NERO/Piper robotic arms via pyAgxArm SDK based on natural language descriptions. When the user describes a robotic arm motion, this skill guides code generation with correct API usage, safety checks, and motion completion polling.
This skill should be used when an agent needs to create, list, extend, or remove multi-repo git worktree workspaces using the spawnpoint CLI (binary spawnpoint, shell wrapper sp). Use it when a task involves spinning up isolated worktrees for a feature branch across one or more repos, finding existing workspaces…
Modern, powerful structured logging for Python using structlog. Use when adding or improving logging in Python projects, configuring structlog for dev/production, working with contextvars for request-scoped logging, integrating structlog with stdlib logging, or writing tests for logging behavior.
FlyDSL is a Python DSL with MLIR-native backend for authoring custom AMD GPU kernels with explicit layout algebra (pre-installed at /opt/FlyDSL on images tagged -flydsl:). Use this skill when profiling identifies a hot per-row reduction (RMSNorm / LayerNorm / softmax), a fused elementwise chain (norm + residual add…
Methodology and tooling for porting a Python 2.7 codebase to Python 3 while the team keeps shipping: choosing the target version, dependency strategy, phased workflow with CI gates, agent loops for the mechanical and the judgment work, staged rollout and rollback. Use this skill whenever the user mentions Python 2…
A focused guide for connecting Python to Zemax OpticStudio, optical design software, through its ZOS-API programming interface. It checks installation paths, required files, licenses, connection modes, and the active optical system.
Programming guide for Reachy Mini robot using Python SDK v1.8.0 and REST API. Use when controlling Reachy Mini robots, programming movements (head/antennas/body), accessing sensors (camera/microphone/IMU), recording motions, building AI applications, deploying to Hugging Face, or using the daemon REST API. Covers SDK…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: