Typescript Semantic Analyzer
Understands TypeScript structure, symbols, and relationships before touching code.
MODEL CONTEXT PROTOCOL
MCP Tools & Skills
Find approaches to code analysis, troubleshooting, AI reasoning, and coordinated workflows. Explore selected skills below, or get in touch to discuss your project.
floyd-core
Explore the capabilitiesDevelopment operations, code analysis, build tools, git operations.
ai-cognition
Explore the capabilitiesAI reasoning, pattern recognition, context management, and knowledge synthesis.
ai-orchestration
Explore the capabilitiesMulti-agent coordination, task management, consensus, and resource allocation.
21 matching skills · selected from our catalog
Build Error Correlator
Finds the shared cause behind noisy, cascading build failures.
Git Bisect Assistant
Narrows regressions to the commit that actually introduced them.
Schema Migrator
Plans safer database schema changes and rollout steps.
Dependency Auditor
Maps dependency risk, drift, and upgrade pressure.
Test Gap Finder
Finds behavior that matters but is not covered by tests.
Concept Crystallization
Turns fuzzy ideas into precise concepts, constraints, and decisions.
Pattern Synthesis
Extracts recurring patterns from messy observations and source material.
Knowledge Graph Building
Connects people, concepts, facts, and evidence into a usable graph.
Reasoning Chain Builder
Builds inspectable reasoning paths for complex decisions.
Context Window Optimizer
Keeps the most useful context while shedding expensive noise.
Semantic Drift Detector
Flags when language quietly stops meaning what the team thinks it means.
Swarm Intelligence
Coordinates specialist agents around a shared objective.
Workflow Orchestrator
Routes dependent tasks and handles handoffs across a workflow.
Conflict Resolver
Reconciles contradictory agent outputs and competing constraints.
Emergent Behavior Detector
Surfaces useful or risky behavior no single agent was assigned.
Resource Allocation Engine
Directs time, compute, and attention toward the highest-value work.
Consensus Protocol
Produces a defensible team decision without pretending disagreement vanished.
Bloom Sentinel
Ghost Algorithm that watches for fragile concepts spreading through a system.
Patch Oracle
Ghost Algorithm that predicts the blast radius of a proposed patch.
Token Alchemist
Ghost Algorithm that compresses context without crushing its meaning.