213 docs tagged with "skill"

**Status:** Accepted **Date:** 2025-12-20 **Deciders:** Hal Casteel, CODITECT Core Team **Categor...

Master LLM-as-a-Judge evaluation techniques: direct scoring, pairwise comparison, rubric generation

High-performance async Rust web services with Actix-web framework.

Architecture Decision Record creation, review, and compliance checking.

AI provider integration, model routing, fallback strategies, and prompt management.

JWT, OAuth2, RBAC, session management, and secure authentication patterns for production applicat...

Service design, data flow, scalability patterns, and backend system architecture.

CRUD operations, business logic implementation, and API development patterns.

Cross-platform binary releases, artifact management, and distribution strategies.

Smart contracts, Web3 integration, DeFi patterns, and blockchain security.

Data analysis, reporting dashboards, BI patterns, and metrics visualization.

Market analysis, financial modeling, KPI tracking, and business forecasting for data-driven decis...

Redis, in-memory caching, cache invalidation, and distributed caching patterns for high-performan...

Pipeline automation, deployment strategies, and artifact management for production-grade continuo...

Web research, documentation curation, source validation, and knowledge synthesis optimized for Cl...

Cloud-native code review, IaC validation, cost optimization, and architecture best practices for ...

Multi-cloud infrastructure design with Infrastructure as Code, high availability, and cost optimi...

12-factor app, serverless, auto-scaling, and cloud-native design patterns.

API documentation, inline comments, JSDoc/TSDoc standards, automated doc generation, and comprehe...

Market research, competitor analysis, SWOT frameworks, and strategic positioning for product deve...

Automated compliance validation for SOC2, HIPAA, GDPR, and PCI DSS with audit trail generation an...

Multi-dimensional code review covering security, performance, maintainability, architecture, test...

Technical content creation, developer relations strategies, and documentation-driven marketing.

Production data pipelines, ETL/ELT, streaming, and data warehouse patterns.

Production-grade database schema design, migrations, optimization, and scaling patterns.

Systematic debugging strategies, root cause analysis, and production-grade troubleshooting.

Production deployment strategies for zero-downtime releases and risk mitigation.

Intelligent document merging with conflict detection, semantic analysis, and automated resolution.

Multi-level educational content generation with pedagogical frameworks and learning science.

Production error handling, analysis, and automated fix recommendations.

Error handling patterns, retry logic, circuit breakers, and fault tolerance for production systems.

CQRS, event sourcing, domain events, and event-driven system design patterns.

Production FoundationDB patterns for distributed ACID transactions, key design, and layer impleme...

Production-grade framework upgrades, breaking change handling, and automated migrations.

React 18+ patterns with TypeScript, hooks, state management, and component architecture for produ...

Bottom-up submodule synchronization, conventional commits, branching strategies, and multi-reposi...

Runbook automation, incident classification, on-call rotation, and post-mortem processes.

Production StatefulSet patterns for persistent workloads, ordered deployment, and state management.

Context injection, memory retrieval, session continuity, and intelligent state management for AI ...

Token reduction, context compression, intelligent summarization, and caching for efficient AI ope...

RabbitMQ, Kafka, async messaging, event-driven architecture, and queue management patterns.

Service mesh, API gateway, service discovery, distributed tracing, and inter-service communicatio...

Production ML operations with automated pipelines, serving, and monitoring.

Production multi-tenancy patterns with isolation, security, and resource management.

Universal install scripts for macOS, Linux, and Windows with platform detection, PATH setup, chec...

Detect novel situations, assess scenarios, adapt strategies, and handle unknown contexts intellig...

npm distribution strategies, platform-specific binaries, optionalDependencies, and automated vers...

Multi-agent coordination, task decomposition, workflow planning, and distributed execution manage...

ADR compliance validation, multi-agent review coordination, and cross-cutting concerns analysis f...

Automated PDF generation from Markdown with custom branding, table of contents, headers/footers, ...

Automated and manual penetration testing for web applications, APIs, and network infrastructure w...

CPU/memory profiling, flame graphs, bottleneck analysis, and optimization strategies.

Comprehensive project discovery with stakeholder interviews, requirements gathering, risk assessm...

Production-ready project templates, architecture patterns, and automated scaffolding for full-sta...

Multi-dimensional prompt analysis, intent classification, complexity assessment, and optimization.

QA scoring methodology, improvement recommendations, testing strategies, and comprehensive qualit...

Automated compliance checks, test coverage gates, quality threshold enforcement, and validation a...

Technical research, library comparison, best practices research, and actionable implementation gu...

Production Rust patterns for async programming, memory safety, and high-performance systems.

Production Rust testing, code review, safety audits, and quality assurance.

Comprehensive security audits covering OWASP Top 10, dependency vulnerabilities, threat modeling,...

Session indexing, development insight extraction, pattern recognition, and productivity analysis.

Skill evaluation, optimization techniques, token efficiency analysis, and quality assessment spec...

SDD specifications, technical requirements documentation, architecture documentation, and compreh...

C4 methodology for architecture documentation, system design principles, GoF design patterns, SOL...

Production git submodule management with automated sync, health checks, and orchestration.

Test-Driven Development with red-green-refactor workflow, comprehensive test strategies, and auto...

TDD, unit testing, integration testing, mocking, and test automation patterns for high-quality co...

Research document analysis, insight extraction, pattern recognition, and knowledge synthesis from...

Confidence scoring, uncertainty frameworks, mixture-of-experts judges, and probabilistic reasoning.

RESTful and GraphQL API design with OpenAPI specifications, versioning, and contract-first develo...

Design and implement comprehensive CI/CD pipelines with automated testing, security scanning, and...

SOC2, GDPR, HIPAA compliance implementation with audit logging and certification preparation.

Kubernetes cluster management, Docker containerization, and Helm chart development for production...

Database design with indexing strategies, query optimization, and multi-tenant data architecture.

Terraform provisioning, Ansible automation, and reproducible infrastructure management for produc...

Prometheus metrics, Grafana dashboards, distributed tracing, and intelligent alerting for product...

Design and implement perfect tenant isolation with zero data leakage across all system layers.

Enterprise system design with microservices decomposition, component boundaries, and scalability ...

Security auditing, penetration testing, and automated vulnerability scanning with remediation gui...

Expert skill for creating comprehensive, multi-level AI educational content with pedagogical exce...

✅ Use when: Monitoring health of operational submodules Generating status reports for all 41+ submodules Tracking git synchronization across...

Comprehensive API documentation patterns for creating discoverable, interactive, and maintainable...

Production-ready API versioning skill covering all major versioning strategies, deprecation workf...

Application Performance Patterns When to Use This Skill Use this skill when implementing application performance patterns patterns in your codebase. How to U...

Architecture review process, design validation, and technical assessment

Assessment Creation Patterns When to Use This Skill Use this skill when implementing assessment creation patterns patterns in your codebase. How to Use This ...

Expert skill for coordinating multiple specialized agents to complete complex workflows. Provides...

Intelligent routing system that analyzes use cases and dynamically selects the optimal combinatio...

Expert skill for analyzing incoming tasks to determine complexity, domains, and orchestration req...

Expert skill for intelligent retry handling that adjusts LLM parameters based on error context. P...

Expert skill for detecting and recovering from agent analysis loops. Prevents agents from getting...

Expert skill for generating concise, information-dense summaries of code files that preserve esse...

Expert skill for intelligent routing across multiple LLM providers with automatic failover, cost ...

This skill provides patterns for automating multi-platform binary releases through CI/CD pipeline...

Automated end-to-end workflow: Local build → Cloud Build → GKE deployment → Documentation update.

Automated changelog generation and release management using conventional commits and modern relea...

✅ Use when: Creating new GitHub repository for CODITECT submodule Configuring git remote tracking for existing repository Setting up repository...

✅ Use when: Creating a new CODITECT submodule from scratch Setting up distributed intelligence (.coditect symlinks) in existing repository...

Automated checkpoint creation system for session preservation and context continuity. Creates tim...

Production-ready autonomous code modification agent with multi-file orchestration, dependency-awa...

Review methodology, constructive feedback patterns, PR best practices, and automated quality gates

Code signing ensures binary authenticity and integrity, enabling operating systems and users to v...

Architecture analysis, pattern detection, dependency mapping, and codebase metrics for comprehensive code understanding

File discovery, structure understanding, intelligent search strategies, and efficient codebase exploration

When to Use This Skill Use this skill when implementing codi qa patterns patterns in your codebase. How to Use This Skill Review the patterns and examples be...

Codi Testing Patterns When to Use This Skill Use this skill when implementing codi testing patterns patterns in your codebase. How to Use This Skill Review t...

**Version:** 1.0.0 **Category:** Onboarding & Training **Status:** Production **Last Updated:** D...

Expert skill for multi-agent communication, control commands, and delegation patterns.

Systematically analyze, review, enhance, and improve existing components to maximize utilization, quality, and selection accuracy

✅ Use when: Researching founding team backgrounds for competitive analysis Validating credentials of executives, investors, or advisors Conducting...

✅ Use when: Analyzing code patterns across multiple files with dependency tracking Planning systematic refactoring operations with rollback support...

✅ Use when: Developing React components in isolation with live preview Testing frontend components with Playwright automation Performing visual...

**Purpose**: Successfully build and deploy Coditect modules (backend, frontend+Theia combined) to...

✅ Use when: Fixing Mermaid diagrams that fail to render on GitHub Automating syntax repairs across multiple diagram files Ensuring GitHub Mermaid...

Design and evaluate context compression strategies for long-running agent sessions

Recognize, diagnose, and mitigate patterns of context degradation in agent systems

Understand context components, mechanics, and constraints in agent systems

Apply optimization techniques to extend effective context capacity in agent systems

Consumer-driven contract testing patterns ensuring API compatibility between services with Pact a...

Council Orchestration Patterns When to Use This Skill Use this skill when implementing council orchestration patterns patterns in your codebase. How to Use T...

Council Review Patterns When to Use This Skill Use this skill when implementing council review patterns patterns in your codebase. How to Use This Skill Revi...

Multi-agent code review pattern with anonymized peer evaluation, consensus scoring, and structure...

Register, inventory, track, and execute critical path tasks for deployment milestones with dependency management and progress tracking

Automated documentation synchronization across 4 key files to prevent inconsistencies and missed ...

Production-ready dependency vulnerability scanning skill for identifying and remediating vulnerab...

**Purpose**: Find and restore previous successful deployment configurations by analyzing git hist...

Pattern definitions and templates for CODITECT document classification system

Expert skill for intelligently splitting large documents at semantic boundaries rather than arbit...

Collection of document processing skills for various file formats.

Production-ready documentation organization and maintenance system that transforms scattered docu...

Documentation standards validation, quality metrics, completeness checks, and consistency analysis

Comprehensive end-to-end testing patterns for reliable, maintainable browser automation with Play...

Expert skill for creating evaluation rubrics, implementing LLM-as-judge patterns, and assessing q...

Expanded Onboarding Patterns When to Use This Skill Use this skill when implementing expanded onboarding patterns patterns in your codebase. How to Use This ...

Reference documentation for the file structure analysis skill.

**Version:** 1.0.0 **Category:** Mentorship & Guidance **Status:** Production **Last Updated:** D...

Expert skill for working with FoundationDB in the T2 multi-tenant architecture.

Expert skill for event-driven systems, FSMs, architecture modeling, and reactive patterns.

Automated cleanup of legacy GCP resources based on proven patterns from production deployments.

Automated git operations for common workflows: status checks, branch management, commits with con...

Comprehensive CI/CD automation with GitHub Actions including workflow optimization, matrix strate...

Production-ready GraphQL API design skill implementing industry best practices for schema design,...

Expert skill for tracking implementation progress across multi-file tasks with fuzzy path matchin...

This skill provides a **fully interactive, general-purpose framework** for analyzing any aspect o...

When to use this skill ✅ Use this skill when: Writing 3P updates (Progress, Plans, Problems) Drafting company newsletters Creating FAQ responses Preparing st...

Comprehensive IoT development patterns for device communication, data ingestion, and cloud integr...

Complete JSONL session file processing capability with intelligent chunking, deduplication, and r...

Comprehensive debugging and troubleshooting patterns for Kubernetes clusters including pod failur...

Production-ready load testing skill covering major tools (k6, Artillery, Locust), test scenario d...

Intelligent long-term memory retrieval that surfaces relevant prior work context while optimizing...

Design and implement memory architectures for agent systems with cross-session persistence

Database migration patterns for safe, zero-downtime schema changes with comprehensive rollback ca...

Comprehensive mobile CI/CD automation for iOS and Android deployment pipelines.

Mixture of Experts document classification with Type Expert agents, autonomous mode, and v3 enhanced frontmatter enforcement

Expert skill for managing complex multi-agent workflows with token budget awareness, context mana...

Reference documentation for the naming enforcement skill.

✅ Use when: Updating project templates (project-plan.md, tasklist.md) Synchronizing configuration changes across multiple submodules Applying new...

Expert skill for optimizing educational content specifically for Google NotebookLM processing, en...

This skill provides comprehensive patterns for packaging and publishing native binaries as npm pa...

Expert skill for distributing native binaries via npm using the optionalDependencies pattern with...

Production-ready optimization patterns for improving application performance across caching, lazy...

Zero human-in-the-loop orchestration for bringing submodules and ecosystems to CODITECT complianc...

Pattern matching, similar code discovery, anti-pattern detection, and duplication analysis for code quality improvement

The PDF Generation skill provides publication-grade document conversion capabilities for the CODI...

Skill for orchestrating PILOT project execution with Track-based task management, MoE methodology, and automated session management

Document Version: 1.9.29

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Advanced PostgreSQL patterns for production-grade database design, query optimization, and operat...

Expert skill for validating, detecting, and organizing project folder structures to CODITECT prod...

Expert skill for production-ready code with circuit breakers, comprehensive error handling, obser...

Design and build LLM-powered projects from ideation through deployment with staged pipelines

Reference documentation for the project organization skill.

Standardized directory structures, file organization, naming conventions, and automated project scaffolding

Automated PILOT plan updates with task tracking, classification, and git workflow

Comprehensive query optimization patterns for identifying and resolving database performance bott...

Reference documentation for the readme generation skill.

Production-ready RESTful API design skill implementing industry best practices for resource-orien...

Expert skill for Rust/Actix-web development in the T2 backend (GCP-deployed API).

Script Utility Patterns When to Use This Skill Use this skill when implementing script utility patterns patterns in your codebase. How to Use This Skill Revi...

Expert skill for optimizing codebase searches using Grep, Glob, Read, and specialized agents.

Production-ready secrets detection skill for identifying and preventing credential exposure in so...

Production-ready security auditing skill implementing OWASP Top 10 coverage with integrated SAST ...

Automated security scanning with SAST, DAST, container scanning, IaC validation, and secrets detection integrated into CI/CD

Automated eval-improve cycle with critic agent and F1 scoring

Automated Claude Code session scanning, indexing, and analysis across all projects. Provides comp...

Consolidated session logging with ISO timestamps, session UUIDs, and auto-classification

Expert skill for implementing secure checksum verification across platforms to ensure binary inte...

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Reference documentation for the Skill skill.

Auto-classified skill document

Auto-classified skill document

Auto-classified skill document

Auto-classified skill document

Reference documentation for the Skill skill.

**Name:** smart-merge **Version:** 1.0.0 **Category:** Documentation **Status:** Active

Generate professional executive strategy briefs with multi-stage research, strategic framework ap...

Verify submodule setup, troubleshoot configuration issues, run health checks after updates

Terminal Integration Patterns When to Use This Skill Use this skill when implementing terminal integration patterns patterns in your codebase. How to Use Thi...

Infrastructure as Code best practices with Terraform including module design, state management, m...

Comprehensive test automation patterns for validating CODITECT framework components across 13 tes...

Last Updated: 2026-02-07

Meta-framework that enables **implicit component activation** - skills and agents can declare tri...

Track token usage and costs across different LLM models to optimize AI operations and budget plan...

Design tools that agents can use effectively, including architectural reduction patterns

Expert skill for measuring, expressing, and managing uncertainty in LLM interactions. Implements ...

Visual regression testing patterns for catching unintended UI changes with automated screenshot c...

WebAssembly Optimization Patterns When to Use This Skill Use this skill when implementing wasm optimization patterns patterns in your codebase. How to Use Th...

Patterns and templates for building CODITECT product sites, documentation portals, and landing pages with React, Vite, and Tailwind.

Comprehensive work item hierarchy management for CODITECT projects following ADR-006.

When to Use This Skill Use this skill when implementing work item patterns patterns in your codebase. How to Use This Skill Review the patterns and examples ...

Execute declarative workflow definitions as state-machine orchestrated multi-agent tasks.

**Version:** 1.0.0 **Status:** Production **Category:** Orchestration