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Generates comprehensive documentation and usage guides for agents, skills, prompts, and instructions to streamline onboarding and customization.

Automates database migrations with mandatory Row-Level Security (RLS) policies and Architect approval for Prisma schema updates.

Automates video subtitle generation and correction using STT and presentation materials.

Generates structured speaker guide documents for AI Builders Meetup, ensuring all essential sections are included via a 3-phase workflow.

Enforces debugging conventions for the pikru framework, requiring debug traces to remain in the codebase for issue investigation.

Enables developers to efficiently locate specific functionality within the pikru codebase through structured organization.

Ensures Git commands execute non-interactively by avoiding pager blocking, enabling seamless automation in scripts and CI/CD pipelines.

Provides testing conventions for pikru to avoid timeouts by running partial test suites instead of the full suite.

Enforces cref comment standards for Rust code ported from C, ensuring consistent technical documentation.

Creates minimal subtests to isolate and fix complex bugs by breaking down failing tests into focused, manageable units.

Provides idiomatic Rust patterns for porting C code to Rust, ensuring correct behavior without mimicking C syntax.

Retries failed AI queries using a higher-capacity model to improve response accuracy and reliability.

Automates complex multi-step workflows by breaking tasks into forked subtasks, maintaining clean conversation history for efficient task management.

Generates an HTML dashboard to visualize routing statistics, providing actionable insights into application or network traffic patterns.

Manages official plugin integrations for routing systems, enabling users to list and toggle them.

Automates extraction and storage of conversation insights into a knowledge base for efficient future reference.

Routes user queries to the most suitable Claude model (Haiku, Sonnet, or Opus) based on query complexity and performance requirements.

Provides reusable patterns for Stripe payment integration, including payment flows, webhooks, and subscription management with test templates.

Validates Row-Level Security policies, audits API routes, and scans for vulnerabilities to ensure OWASP compliance.

Provides standardized evidence templates for Linear ticket management across dev, staging, and done phases to streamline issue tracking and status updates.

Enforces Row Level Security patterns in Prisma database operations using context helpers, preventing direct Prisma calls for secure data access.

Automates agent assignment, blocker escalation, and multi-agent workflow coordination for efficient task distribution in technical systems.

Provides reusable patterns and evidence templates for Stripe payment integration, including payment flows, webhooks, and subscription management.

Standardized testing patterns for Jest and Playwright, covering fixture setup and RLS validation.