Search Skills

Provides fast semantic and structural code search on indexed codebases, mandatory before using grep or similar tools for code navigation.

Generates software development epics with formal API contracts using AISP, preserving human-readable descriptions for clarity.

Enables product owners to make strategic CFN Loop progression decisions by evaluating validator consensus and selecting PROCEED, ITERATE, or ABORT outcomes.

Manages configuration files, validates environment variables, and sanitizes sensitive data for AWS CloudFormation components, ensuring secure and consistent infrastructure settings.

AI-powered code generation tool for rapid test and boilerplate creation, leveraging Z.ai glm-4.6 and CodeSearch for continuous improvement in low-complexity tasks.

Type-safe processing of outputs from Loop 2 validators and Loop 3 implementers, handling agent confidence scores and consensus calculation.

Automates structured persistence of agent outputs and confidence scores in SQLite for tracking across CFN Loop workflows.

Automates validation pattern enforcement for agent profiles, detecting and fixing compliance issues.

Builds and validates Google Sheets formulas using templates with syntax checking to ensure accuracy and reduce errors.

Creates structured epic documentation by analyzing requirements through 10 stakeholder perspectives, including cost estimates and risk assessments for project planning.

Automates human intervention detection and orchestration for CFN Loop workflows, managing approval gates and escalation paths in automated processes.

Enables agent coordination via Redis pub/sub with waiting mode for synchronization in distributed applications.

Enables adaptive routing strategies for efficient multi-channel communication in distributed system architectures.

Enforces multi-layer validation and quality gates for CFN Loop workflows, ensuring proper gate checks and clean agent exit patterns.

Stores and retrieves organizational knowledge from CFN Loop executions, including patterns, edge cases, and configurations for workflow reuse.

Automates deployment of AWS CloudFormation templates through a pipeline integrated with CFN Loop for infrastructure management.

Coordinates Google Sheets API interactions, enforcing rate limits and quota constraints to prevent overuse and ensure reliable access.

Framework for executing and managing tests on AWS CloudFormation templates, including validation of web application deployments.

Reusable bash utility functions for structured logging, error handling, retry logic, and atomic file operations in CloudFormation scripts.

Manages agent process spawning with configurable provider settings for infrastructure execution and management.

Provides tools for generating and validating agent templates, including scaffolding for new agents and linting for existing profiles.

Manages AWS CloudFormation stack deployment lifecycle, enforcing SLAs during status transitions from APPROVED to DEPLOYED and staging to production.

Utility to limit Node.js heap size in memory-constrained environments, ensuring stable application operation within allocated memory boundaries.

Manages agile sprint cycles including planning, execution, and checkpointing for the CFN Loop framework.