chain-orchestrator

name	chain-orchestrator
description	Chain execution manager: validates dependencies, enforces order, tracks violations. Use to verify that all required skill chains were executed and to get the correct execution order.
category	META
chains_with	[]
triggers	["chain","orchestrator","validate","execution order"]

Chain Orchestrator Skill

Purpose

Manages skill chain execution order, validates dependencies are met, and tracks violations when chains are skipped.

Architecture

Prompt → Classifier → Chain Selection → Orchestrator → Execution → Enforcer
                                ↓                           ↓
                        Chain DAG (31 skills)        Violation Log

Core Chain (always runs)

context-compactor → exhaustive-crosscheck → neuro → model-router →
code-hardener → lint-fixer → pieces-ltm → automated-learning

Task-Specific Chains

Task Type	Additional Skills
debugging	debugging, testing
security	security, code-hardener
architecture	architecture, planning
performance	performance, quality
documentation	documentation, communication
refactoring	refactoring, quality
testing	testing, quality

Usage

# Get chain for a prompt
python .opencode/skills/chain-orchestrator/scripts/classifier.py \
    --prompt "Fix the numpy bug"

# Validate all chains
python .opencode/skills/chain-orchestrator/scripts/orchestrator.py \
    --validate

# Show execution dashboard
python .opencode/skills/chain-orchestrator/scripts/orchestrator.py \
    --dashboard

# Record skill execution
python .opencode/skills/chain-orchestrator/scripts/enforcer.py \
    --record neuro

Violation Tracking

Violations are logged to evolution/chain_execution.jsonl:

• Missing dependencies
• Skipped skills
• Incorrect execution order

References

• Orchestrator: .opencode/skills/chain-orchestrator/scripts/orchestrator.py
• Classifier: .opencode/skills/chain-orchestrator/scripts/classifier.py
• Enforcer: .opencode/skills/chain-orchestrator/scripts/enforcer.py