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Code Review & Quality
Code review, refactoring, debugging, maintainability, and engineering quality
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- Nemoclaw Maintainer Normalize Title TagsNormalizes GitHub issue and PR titles by removing any bracketed [NemoClaw] tag case-insensitively, even when the tag appears later in the title. Use when cleaning issue tags, bulk-renaming titles, or normalizing repo title hygiene.Votes: 0GitHub stars: 2
- Nemoclaw Maintainer DayRuns the daytime maintainer loop for NemoClaw, prioritizing items labeled with the current version target. Picks the highest-value item, executes the right workflow (merge gate, salvage, security sweep, test gaps, hotspot cooling, or sequencing), and reports progress. Use during the workday to land PRs and close issues. Designed for /loop (e.g. /loop 10m /nemoclaw-maintainer-day). Trigger keywords - maintainer day, work on PRs, land PRs, make progress, what's next, keep going, maintainer loop.Votes: 0GitHub stars: 2
- DocsConnect wflow outputs with other HydroCraft models: CaMa-Flood (flood routing), VIC (model intercomparison), MODFLOW (groundwater recharge), SWAT+ (sediment-water quality). Each coupling has specific data format requirements and potential for silent errors from double-counting or unit mismatches.Votes: 0GitHub stars: 200
- Raven**Package**: `hydrocraft-raven` v1.0.0 **Model**: Raven v4.1 (University of Waterloo, Prof. James Craig) **Created by**: Jianyun Zhang Research Group, Hohai University **Last updated**: 2026-03-21 **Stats**: 11 tools | 7 skill documents | 28 diagnostic triplets | 9 error log entries | ~4,500 lines of validated Python **Validation Status**: `production_validated` -- Full HydroCraft data run on Bengbu basin (118,358 km2, CMFD 224 cells, 2000-2005) ---Votes: 0GitHub stars: 200
- DocsConfigure the ParFlow solver (Richards equation, Newton-Krylov, preconditioner) and generate the run script.Votes: 0GitHub stars: 200
- FloPy**Package**: `flopy-groundwater-ki` v1.0.0 **Model**: FloPy v3.11.0 (Python interface to MODFLOW 6, MODFLOW-2005, MODFLOW-NWT, MODFLOW-USG, MT3DMS, SEAWAT, MODPATH) **Domain**: Groundwater flow and transport modeling **Last updated**: 2026-03-25 **Stats**: 5 tools | 7 skill documents | 20 diagnostic triplets | ~1,800 lines of validated Python **Validation status**: `validated` (Freyberg aquifer, steady-state + transient) ---Votes: 0GitHub stars: 200
- DocsBuild and execute the CLM5/CTSM model binary, either through the CIME case management system or standalone via LILAC. This stage handles compilation, job submission, runtime monitoring, and error capture.Votes: 0GitHub stars: 200
- Zoom OutGet higher-level architectural perspective: maps modules, callers, dependencies using domain vocabularyVotes: 0GitHub stars: 47
- RfxgenGenerate, convert, preview, and integrate retro game sound effects with raysan5/rfxgen. Use when a user needs coin, laser, explosion, power-up, hit, jump, or blip SFX; wants `.rfx` parameters converted to WAV/raw/C headers; needs batch CLI generation; or must build and troubleshoot rFXGen. Triggers on: rFXGen, rfxgen, sfxr, chiptune SFX, .rfx, procedural game sound, or sound preset.Votes: 0GitHub stars: 47
- React BitsIntegrate, customize, and contribute to react-bits (github.com/DavidHDev/react-bits) — the largest and most creative library of animated React components. It covers Vite, Tailwind CSS v4, Three.js/Fiber, GSAP, and Framer Motion integrations. Use when the user asks about react-bits, animated React components, jsrepo registry, or contributing new animated components to the react-bits repository.Votes: 0GitHub stars: 47
- PayloadcmsOperate Payload CMS (Next.js-native headless CMS) in repo workflows: bootstrap a Payload app, configure collections/globals, run local dev + migrations, and ship safe content-model changes. Use when the request mentions Payload CMS, payload config, collection schema, admin panel, or Next.js + headless CMS integration.Votes: 0GitHub stars: 47
- Pattern DetectionRoute repeated pattern, rule, and anomaly work into one detection packet before suggesting tools or fixes. Use when the user needs reusable scans, suspicious repeated shapes, grouped outlier candidates, or first-pass anomaly triage across code, logs/events, telemetry, and metric tables. Choose one packet: text-prefilter, structural-code-rule, log-event-pattern, or metric-anomaly. Triggers on: repeated bug, suspicious spike, odd cohort, noisy event, code smell family, rule pack, anti-pattern, ...Votes: 0GitHub stars: 47
- Microsoft Agent FrameworkDesign enterprise-grade agent systems with Microsoft's agent framework patterns: role separation, workflow control, policy boundaries, and observability. Use when users need robust organizational agent workflows, governance, and maintainable multi-agent architecture.Votes: 0GitHub stars: 47
- Improve Codebase ArchitectureScan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick. Use when the user wants architecture improvement candidates surfaced before choosing one. Triggers on: improve the architecture, find deepening opportunities, where should we refactor.Votes: 0GitHub stars: 47
- Implement Fog Of WarImplement, tune, debug, or validate soft wall-aware fog of war and gameplay perception in Three.js action games. Use for orthographic or isometric visibility masks, obstacle-aware line of sight, player and enemy vision ranges, hidden-enemy targeting rules, fog shader artifacts such as spokes or seams, mobile ray budgets, lifecycle and menu-state integration, and deterministic fog-of-war tests.Votes: 0GitHub stars: 47
- HarnessDesign domain-specific agent teams, define specialized agents, and generate the skills they use. Use when you need to decompose a complex project into coordinated multi-agent teams, choose the right architecture pattern (pipeline, fan-out/fan-in, expert pool, producer-reviewer, supervisor, hierarchical delegation), generate .claude/agents/ and .claude/skills/ files, or validate and iterate on generated harnesses. Triggers on: harness, build a harness, design agent team, agent team architectur...Votes: 0GitHub stars: 47
- Grill With DocsA relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go. Use when the grilling session should also leave ADRs and glossary entries behind. Triggers on: grill with docs, grill and document, grill this and write the ADR.Votes: 0GitHub stars: 47
- Git WorkflowRoute local Git work into the safest next move: branch hygiene, selective staging, commit cleanup, merge-vs-rebase choice, conflict resolution, lease-safe pushes, and recovery from resets or bad history edits. Use when the user needs help preparing a branch, cleaning up commits, syncing with an updated base, resolving local Git conflicts, pushing rewritten history safely, recovering lost commits, or getting a diff ready for review. Not for hosted PR review, repo administration, or sprint plan...Votes: 0GitHub stars: 47
- CodeflowTurn any GitHub repo, local folder, PR, or markdown/Obsidian vault into an interactive architecture map with CodeFlow — a zero-build single index.html browser app (React 18 + D3.js from pinned CDNs) that runs 100% client-side with no backend and no data collection. Pick an input (public repo, private repo with a local token, local files, PR URL, markdown vault), choose a visualization mode (folder/layer/churn/blast), and read the analysis — dependency graph, blast radius, code ownership, heur...Votes: 0GitHub stars: 47
- Codebase SearchRoute repo-navigation requests to one search packet before editing: exact-text, symbol/indexed, structural, config/content, hosted search, or graph/path trace. Use when the user asks where something is defined or referenced, which files own config/content surfaces, or what must be inspected before a change.Votes: 0GitHub stars: 47
- Code ReviewReview the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/spec asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in- progress changes, or asks to "review since X".Votes: 0GitHub stars: 47
- Bmad GdsAI-driven Game Development Studio (BMAD-GDS). Routes game projects through Pre-production, Design, Architecture, Production, and Game Testing phases using 6 specialized agents. Supports Unity, Unreal Engine, Godot, and custom engines.Votes: 0GitHub stars: 47
- Aider Cli WorkflowRuns a scope-locked, test-backed Aider coding loop with commit hygiene; use for local-repo AI pair-programming on one small feature or bug.Votes: 0GitHub stars: 47
- Agentic SkillsProduction engineering lifecycle for spec-first, test-driven implementation, review, and staged shipping; use for disciplined software delivery with explicit quality gates.Votes: 0GitHub stars: 47