Code Review

opentrons-heater-shaker

by jkitchin

Opentrons Heater-Shaker Module - temperature control (37-95°C) with orbital mixing (200-3000 rpm) for cell culture, enzymatic reactions, and sample preparation requiring simultaneous heating and agitation

opentrons-temperature-module

by jkitchin

Opentrons Temperature Module - precise heating and cooling (4-95°C) for sample storage, enzyme reactions, and temperature-sensitive protocols with aluminum block adapters for plates, tubes, and PCR strips

neo4j-cypher-guide

by tomasonjo

Comprehensive guide for writing modern Neo4j Cypher read queries. Essential for text2cypher MCP tools and LLMs generating Cypher queries. Covers removed/deprecated syntax, modern replacements, CALL subqueries for reads, COLLECT patterns, sorting best practices, and Quantified Path Patterns (QPP) for efficient graph traversal.

idaes

by jkitchin

Comprehensive guidance for using IDAES (Institute for the Design of Advanced Energy Systems) for process systems engineering. Covers flowsheet modeling, property packages, unit models, optimization, scaling, initialization, and diagnostics. Use when working with chemical process simulations, energy systems modeling, power plant design, material and energy balances, or process optimization. Triggers include 'IDAES', 'flowsheet', 'process model', 'unit operation', 'process optimization', 'property package', 'energy systems', or process engineering tasks.

code-reviewer

by jkitchin

Comprehensive code review and analysis for software quality assurance. Use when Claude needs to review code in any format including (1) Individual files (Python, R, JavaScript, etc.), (2) Directory structures and project organization, (3) Scripts and automation code, (4) Jupyter notebooks and data analysis workflows, (5) Documentation assessment and improvement suggestions, (6) Bug detection and logic verification, (7) Testing coverage and strategy evaluation, (8) Code consistency and maintainability analysis. Provides actionable improvement recommendations across all aspects of software development.

troubleshooting

by jkitchin

Systematic debugging and problem diagnosis using structured troubleshooting methodologies applicable to any domain - technical issues, process failures, system problems, or general obstacles. Use when users report errors, describe malfunctions, encounter unexpected behavior, or need help diagnosing root causes. Triggers include 'debug this,' 'troubleshoot,' 'why isn't this working,' 'getting an error,' 'something's wrong with,' 'how do I fix,' or any problem description.

phd-qualifier

by jkitchin

Expert evaluation of Chemical Engineering PhD qualifying exams - review written reports, presentations, and prepare comprehensive questioning sessions to assess student readiness for doctoral research

update

by corca-ai

"Check and update CWF plugin to keep installed behavior aligned with latest contracts and fixes. Triggers: \"cwf:update\", \"update cwf\", \"check for updates\""

review

by corca-ai

"Universal review with narrative verdicts for consistent quality gates before and after implementation. 6 parallel reviewers: 2 internal (Security, UX/DX) via Task + 2 external slots via available providers (Codex/Gemini CLI, Claude Task fallback) + 2 domain experts via Task. Graceful fallback when CLIs are unavailable. Modes: --mode clarify/plan/code. Triggers: \"/review\""

refactor

by corca-ai

"Multi-mode code and skill review for controlling drift as capability surface grows. Quick scan all plugins, commit-based tidying, contract-driven codebase quick scan, deep-review a single skill, holistic cross-plugin analysis, or docs consistency check. Triggers: \"cwf:refactor\", \"/refactor\", \"tidy\", \"review skill\", \"cleanup code\", \"check docs consistency\""

run

by corca-ai

"Full CWF pipeline auto-chaining for end-to-end delegation without manual stage sequencing. Orchestrates: gather → clarify → plan → review(plan) → impl → review(code) → refactor → retro → ship. Respects Decision #19: human gates pre-impl, autonomous post-impl. Triggers: \"cwf:run\", \"run workflow\""

ship

by corca-ai

"Automate GitHub workflow so validated session artifacts become ship-ready issue/PR/merge actions with explicit human control points. Triggers: \"/ship\""

hitl

by corca-ai

"Human-in-the-loop diff/chunk review to inject deliberate human judgment where automated review is insufficient, with resumable state, agreement-round kickoff, and rule propagation. Triggers: \"cwf:hitl\", \"hitl\", \"interactive review\", \"human review\""

Ai Personalization

by omer-metin

hld-reviewer

by TestAny-io

HLD review, High-Level Design review, 技术方案评审。Use when: HLD 完成后、进入 LLD/实现前需要审查技术设计、检测 PRD→HLD 漂移。

arxiv-paper-translator

by yrom

Translate academic papers from arXiv to Chinese. Use when users want to (1) translate arXiv papers from English to Chinese, or (2) create technical reports summarizing academic papers. Works with arXiv paper IDs like "2206.04655".

agile-sprint-planning

by aj-geddes

Plan and execute effective sprints using Agile methodologies. Define sprint goals, estimate user stories, manage sprint backlog, and facilitate daily standups to maximize team productivity and deliver value incrementally.

browser-debugging

by aj-geddes

Debug client-side issues using browser developer tools. Identify JavaScript errors, styling issues, and performance problems in the browser.

non-compliance

by florianbuetow

This skill should be used when the user asks to "check for non-compliance", "analyze GDPR compliance", "find CCPA violations", "check HIPAA compliance", "audit regulatory requirements", or mentions "non-compliance" in a privacy context. Maps to LINDDUN category N2. No STRIDE equivalent exists.

release

by freenet

Orchestrate a new Freenet release. Determines next version, shows changelog, confirms with user, and runs the release pipeline. Use when the user says "do a release", "new release", "release", or "/release".

non-repudiation-privacy

by florianbuetow

This skill should be used when the user asks to "check for non-repudiation privacy risks", "analyze excessive audit logging", "find privacy issues related to accountability", "check for forced identity linking", or mentions "non-repudiation" in a privacy context. Maps to LINDDUN category N. This is the INVERSE of STRIDE repudiation -- here too much proof is the threat.

harden

by florianbuetow

This skill should be used when the user asks to "harden code", "security hardening", "improve security posture", "add security headers", "tighten security", "defensive coding suggestions", or "proactive security improvements". Also triggers when the user asks about CSP, CORS hardening, rate limiting, input validation improvements, security logging, or defense-in-depth measures.

outdated-deps

by florianbuetow

This skill should be used when the user asks to "check for vulnerable dependencies", "audit dependencies", "find outdated packages", "scan for CVEs", "check for typosquatting", or mentions "vulnerable components", "outdated dependencies", or "supply chain" in a security context. Maps to OWASP Top 10 2021 A06: Vulnerable and Outdated Components.

detecting

by florianbuetow

This skill should be used when the user asks to "check for detectability", "analyze timing side channels", "find privacy issues related to traffic analysis", "check for metadata leakage", or mentions "detectability" in a privacy context. Maps to LINDDUN category D1.