ecc

Interactive PRD generator - problem-first, hypothesis-driven product spec with back-and-forth questioning

Answer a quick side question without interrupting or losing context from the current task. Resume work automatically after answering.

Pull the latest ECC repo changes and reinstall the current managed targets.

Detect the project build system and incrementally fix build/type errors with minimal safe changes.

Analyze instincts and suggest or generate evolved structures

Autonomous PR review loop agent. Runs in isolated worktree, handles CI waiting, review triage, and fixes. Communicates via Ralph Mail for user decisions.

Review pull request test coverage quality and completeness, with emphasis on behavioral coverage and real bug prevention.

Expert Python code reviewer specializing in PEP 8 compliance, Pythonic idioms, type hints, security, and performance. Use for all Python code changes. MUST BE USED for Python projects.

PyTorch runtime, CUDA, and training error resolution specialist. Fixes tensor shape mismatches, device errors, gradient issues, DataLoader problems, and mixed precision failures with minimal changes. Use when PyTorch training or inference crashes.

Dead code cleanup and consolidation specialist. Use PROACTIVELY for removing unused code, duplicates, and refactoring. Runs analysis tools (knip, depcheck, ts-prune) to identify dead code and safely removes it.

Pattern for progressively refining context retrieval to solve the subagent context problem

Java coding standards for Spring Boot and Quarkus services: naming, immutability, Optional usage, streams, exceptions, generics, CDI, reactive patterns, and project layout. Automatically applies framework-specific conventions.

Use this skill when retrieving Jira tickets, analyzing requirements, updating ticket status, adding comments, or transitioning issues. Provides Jira API patterns via MCP or direct REST calls.

JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.

Persistent per-project memory for Claude Code. Auto-loads project context on session start, tracks sessions with git activity, and writes to native memory. Commands run deterministic Node.js scripts — behavior is consistent across model versions.

28 hooks across 7 events