migrate-site covers website migrations across six scenarios using redirect mapping, pre-flight audits, and phased recovery monitoring. establishes expected traffic timelines and rollback criteria tied to specific risk levels.

error-handling covers principles for typed errors, user-facing messaging, and recovery patterns (retries, circuit breakers) across typescript, python, and go. activation guidance provided but implementation steps remain abstract.

javascript-typescript-jest covers jest testing patterns for javascript and typescript including mocking strategies, async handling, and react component testing with organized test structure and common matcher patterns.

volcengine-video-understanding leverages volcengine ark api for video content analysis, supporting uploads up to 512mb via files api with configurable frame sampling and multiple seed model variants for scene understanding, object detection, and action recognition.

acquire-codebase-knowledge generates seven structured documentation artifacts from verifiable sources, enforcing traceability and uncertainty markers to ground knowledge capture in actual code and configuration.

ingest-url fetches web pages and distills them into obsidian wiki entries, routing to project folders when context is detected or to misc otherwise. emphasizes content trust boundaries and rejects instruction injection.

ai-scanner-garak wraps nvidia garak in a rails web app for testing llm safety across 179 probes and 35 vulnerability families, with scheduling, pdf reports, multi-tenancy, and siem forwarding.

lark-event streams real-time lark/feishu events as ndjson via lark-cli with subprocess-safe exit contracts, supporting bounded runs via --max-events and --timeout, graceful shutdown on stdin eof, and explicit exit reason reporting for reliable orchestration.

better-auth-best-practices covers installation, database adapter setup (prisma, drizzle, mongodb), session management with caching strategies, plugin integration, and security controls including csrf, rate limiting, and framework-specific client implementations.

platform-validation-rule-generate provides guidance on salesforce validation rule creation, metadata structure, and formula syntax rules. covers core properties, function-specific guidelines, and common xml/formula pitfalls.

grimoire-hyperliquid exposes hyperliquid perp and spot market data via read-only queries and order placement, with explicit withdrawal support gated behind keystore auth and user confirmation.

data-engineering-data-pipeline covers architecture patterns (etl, lambda, kappa, lakehouse), batch and streaming ingestion, orchestration with airflow/prefect, transformation via dbt, delta lake and iceberg storage, and data quality frameworks. prescriptive but lacks concrete failure mode guidance.

devops-rollout-plan generates structured deployment blueprints covering preflight validation, phased rollout, verification timelines, rollback criteria, and stakeholder communication, but lacks concrete command examples and vendor-specific tooling.

guides adoption of next.js cache components by enabling the flag, resolving build errors via dev overlay feedback, and translating legacy revalidation exports. sequences work across version checks, config migration, and iterative route fixes.

linear-issue fetches and contextualizes Linear tickets by retrieving issue details, linked PRs via GitHub CLI, and optional enrichment from Notion and Loom. requires Linear MCP and GitHub CLI authentication.

fetching-dbt-docs provides a two-tier lookup mechanism (index then full search) for retrieving dbt documentation in markdown format, with explicit guidance on url patterns and a search script fallback.

skill-creator documents rules and conventions for authoring lean SKILL.md files within the Implexa framework, emphasizing metadata discipline, file structure, and frontmatter hygiene.

prisma-mongodb-upgrade clarifies the terminal v6 status for mongodb projects and frames the decision between staying on v6 or migrating to prisma next, where mongodb support is in early access.

dotnet-architect covers c# language features, asp.net core patterns, data access optimization, and enterprise application design. provides guidance on caching, testing, security, and devops for production .net systems.

azure-enterprise-infra-planner guides architects through seven-phase infrastructure planning and bicep/terraform generation for enterprise azure topologies, landing zones, and multi-region deployments.

searching-media routes requests to find existing images in salesforce cms and connected data sources. it enforces user-driven source selection before executing searches, with support for keyword-based and semantic hybrid search methods.

retention-optimization diagnoses churn across app categories using benchmarked cohort metrics, then prescribes phased activation, habit, engagement, and loyalty tactics with sample push cadences and win-back flows.

merge integrates winning agent branches into base, archives losing branches via git tags, and cleans up worktrees after competitive evaluation sessions.

cs-issue-report captures user-reported problems into structured issue records and routes them to fast-track or standard analysis based on code inspection. focuses on observable symptoms, defers root cause analysis to stage 2.

triage moves issues through a role-driven state machine (needs-triage, needs-info, ready-for-agent, ready-for-human, wontfix) with bug/enhancement categorization, reproduction attempts, and structured handoff briefs.

claude-agent-sdk enables autonomous agent construction with structured json validation, hook-based event handling, and mcp server integration. covers 14 documented failure modes including context overflow and permission enforcement.

golang-pro guides concurrent go development through goroutines, channels, and microservices patterns with emphasis on idiomatic code, performance profiling, and production-grade testing practices.

mcp-developer covers building and debugging mcp servers that bridge ai systems with external tools, from project init through deployment with emphasis on schema validation and transport configuration.

openai-image-gen wraps the openai images api to batch-generate images from structured or custom prompts, with support for multiple model families (dall-e-2, dall-e-3, gpt image models) and output to an indexed html gallery.

taskfile-automation documents task-runner usage patterns across common development workflows (testing, docs, setup, linting) with language-specific examples for julia, r, and python projects. covers discovery, naming conventions, and when to prefer tasks over direct commands.

m01-ownership addresses rust borrow checker errors through design-first questioning about data ownership, sharing requirements, and lifetime scope rather than mechanical syntax fixes.

python-best-practices guides type-first development using frozen dataclasses, discriminated unions, and protocol-based structural typing to encode constraints at compile time rather than runtime.

okx-dex-market provides 9 commands for on-chain token prices, candlestick charts, index prices, and wallet pnl analysis across multiple chains. includes preflight checks, payment protocol integration, region blocking handling, and workflow hints tied to specific queries.

conventional-git enforces consistent branch naming and commit message patterns aligned with semantic versioning, enabling automated changelog generation and searchable git history across github and gitlab.

typespec-create-agent scaffolds microsoft 365 copilot agents with decorators, instructions, conversation starters, and capability bindings. generates syntactically valid typespec but lacks runtime validation and error handling guidance.

switching-org changes the active salesforce org context for cli commands via sf config set, supporting both local project scope and global system scope with optional verification.

gws-gmail-reply sends replies to gmail messages with automatic thread handling, supporting attachments, cc/bcc, html formatting, and draft mode via command-line flags.

dump-collect configures and captures crash dumps for .net applications (coreclr and nativeaot) across linux, macos, and windows. scope is collection only, not analysis or root cause diagnosis.

apify-ultimate-scraper wraps the apify cli to extract data from 100+ actors across 15 platforms. it provides structured workflows for common use cases (lead gen, competitive intel, seo) and handles authentication, schema inspection, and result formatting.

flutter-setting-up-on-windows covers sdk installation, tooling configuration, visual studio c++ workload setup, and packaging workflows for windows flutter development including certificate generation for msix deployment.

flutter-plugins scaffolds flutter plugin packages with native interop via method channels, ffi, or federated architectures. includes decision tree logic to select appropriate plugin type based on native code requirements and team structure.

app-launch provides a timeline-driven checklist for coordinating app store releases across aso, press outreach, beta testing, and paid/organic channels. structured in phases from 8 weeks pre-launch through month 1 post-launch with specific tactics per phase.

yuque-personal-knowledge-connect discovers relationships between documents in a yuque knowledge base by searching keywords, analyzing semantic connections, and generating visual knowledge maps with relationship categorization and cross-reference suggestions.

meta-ads covers campaign structure, audience targeting, creative optimization, and automation features for facebook and instagram paid advertising. useful for demand generation and product-focused campaigns.

building-with-medusa provides architectural guidance and anti-pattern checklists for medusa backend development, covering modules, workflows, api routes, and data access patterns. enforces strict layering rules and type safety constraints but lacks detailed step-by-step implementation procedures.

golang-context covers idiomatic context.Context propagation, cancellation, timeouts, and request-scoped values. establishes rules for parameter positioning, cancellation cleanup, and lifecycle management across api boundaries.

bash-scripting covers portable shell automation with emphasis on security, error handling, and devops patterns. provides guidelines for naming, input validation, modularity, and cleanup practices.