Code Review
Automated code review and analysis
product-launch-manager
by ncklrs
Expert product launch strategist for SaaS and technology companies. Use when planning product launches, coordinating cross-functional launch teams, managing beta programs, creating launch communication plans, planning launch day execution, setting up post-launch monitoring, running launch retrospectives, or defining launch metrics. Covers launch tiering, internal enablement, rollback planning, and contingency strategies.
product-discovery
by ncklrs
Expert product discovery guidance for user research and problem validation. Use when conducting user interviews, validating problems, applying jobs-to-be-done framework, sizing opportunities, customer segmentation, competitive analysis, prototype testing, usability testing, designing surveys, or synthesizing research insights. Covers discovery sprints, continuous discovery, and research operations.
qbr-facilitator
by ncklrs
Expert Quarterly Business Review facilitation for maximizing customer value and strategic alignment. Use when designing QBR programs, preparing executive presentations, demonstrating ROI and value realization, conducting strategic account planning, aligning product roadmaps, identifying risks and opportunities, facilitating business reviews, or automating QBR processes. Use for EBR preparation, success metrics presentation, renewal preparation, and stakeholder engagement.
codex-review
by ncklrs
Hand off code review to OpenAI Codex CLI. Use when asked to "review code with codex",
pr-specialist
by ncklrs
Expert PR and media relations guidance for earned media, press coverage, and reputation building. Use when writing press releases, crafting media pitches, developing journalist relationships, planning embargo strategies, managing crisis communication, placing thought leadership, building analyst relations, submitting award applications, or measuring PR coverage. Use for media outreach, press kits, speaking opportunities, and earned media strategy.
marketing-strategist
by ncklrs
Strategic marketing leadership guidance for B2B SaaS and technology companies. Covers go-to-market strategy, product marketing, content marketing, demand generation, SEO, community building, event marketing, PR, partnerships, and pricing strategy. Use when planning marketing strategy, launching products, building brand awareness, driving demand, or scaling marketing operations. Use for "marketing plan", "GTM strategy", "content strategy", "demand gen", "product launch marketing".
remotion-video-reviewer
by ncklrs
Structured review process for Remotion video implementations. Analyzes spec compliance, detects common timing/easing issues, validates asset quality, and provides prioritized revision lists. Use when reviewing Remotion code against design specs or performing quality assurance on video compositions. Trigger phrases "review video code", "check spec compliance", "audit Remotion implementation".
discovery-caller
by ncklrs
Expert discovery call strategist for B2B sales. Use when preparing for discovery calls, qualifying prospects, asking effective questions, identifying pain points, mapping stakeholders, or documenting findings. Covers SPIN selling, active listening, budget/timeline qualification, competition discovery, and CRM documentation. Use for sales qualification, needs analysis, and discovery call execution.
load-balancer
by chaterm
负载均衡配置
audit
by chaterm
安全审计
postgresql
by chaterm
PostgreSQL 数据库管理
container-ops
by chaterm
Docker 容器操作与管理
constraints
by Zpankz
"Formal constraint theory unifying deontic logic (P/O/F/I operators), Juarrero's trichotomy (enabling/governing/constitutive), Hohfeldian rights (claim-duty, privilege-noright, power-liability, immunity-disability), and category-theoretic composition. Use when modelling permissions, obligations, prohibitions, rights structures, agent authority, governance systems, ontology validation, or any domain requiring formal constraint specification. Integrates with ontolog via λ-calculus mapping."
generate-test-cases
by clear-solutions
Analyze code and generate a structured list of test cases following battle-tested INCLUDE/EXCLUDE rules. Outputs Given-When-Then format covering all code branches. Use before writing actual tests.
cfd-reviewer
by dangeles
Use when invoked by cfd-bioreactor orchestrator to provide adversarial engineering review of CFD simulation plans and generated code. Challenges mesh quality, boundary conditions, solver parameters, stabilization choices, and physical plausibility. Produces severity-rated review with approval status.
seo-audit
by almeidamarcell
When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," or "SEO health check." For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema-markup.
copilot
by dangeles
Use when reviewing code for correctness, efficiency, edge cases, or potential bugs in an adversarial but collaborative manner, or when bioinformatician/developer needs a second opinion.
researcher
by dangeles
Use when comprehensive literature research is needed, especially when quantitative parameters must be sourced from primary literature with proper citations and context (species, measurement methods, culture conditions)
validator
by neonwatty
Runs local validation operations for any project. Auto-detects language/framework and runs linting, type checking, tests, and dead code detection. Use this when the user says "validate", "run validation", "check code", "lint and test", or "run checks".
pr-creator
by neonwatty
Creates a pull request from current changes, monitors GitHub CI, and debugs any failures until CI passes. Use this when the user says "create pr", "make a pr", "open pull request", "submit pr", or "pr for these changes". Does NOT merge - stops when CI passes and provides the PR link.
detect-ai
by humanizerai
Analyze text to detect if it was written by AI. Returns a score from 0-100 with detailed metrics. Use when checking content before publishing or submitting.
clean-code-reviewer
by hylarucoder
Analyze code quality based on "Clean Code" principles. Identify naming, function size, duplication, over-engineering, and magic number issues with severity ratings and refactoring suggestions. Use when the user requests code review, quality check, refactoring advice, Clean Code analysis, code smell detection, or mentions terms like 代码体检, 代码质量, 重构检查.
ralph-lisa-loop
by basecamp
Automated plan-implement loop with expert review. Claude implements, Codex reviews, the human steers. A single rope-length knob (0-5) controls interruption frequency. Closure requires zero open findings and zero unresolved disputes at any rope level. Use for any planning, development, or implementation task that benefits from structured review. The default workflow for building anything non-trivial.
code-review
by ahgraber
"Use when reviewing code changes before committing or merging — staged diffs, branch diffs, or PR readiness checks. Triggers: 'review my code', 'check these changes', 'review this branch', 'give feedback on my diff', 'is this PR ready?'. Not for implementing features, running test suites, or formatting-only passes."