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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.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
DEEP multi-step research harness. Decomposes queries into sub-questions, executes parallel web searches via Pieces MCP, iteratively refines with gap detection, and synthesizes cited reports. Architecture inspired by GPT Researcher (27.6k stars), Vane/Perplexica (35.2k stars), and Gemini Deep Research. Use when user asks for deep research, investigation, analysis, comparison, or any task requiring exhaustive web research.
DEFAULT THINKING MODE — not a feature, but how the agent operates. Every task gets innovation-overdrive thinking: research, ground, reflect on contradictions, propose, then build. This is the agent's identity, not a command. Integrates MiMo-Code's 6-phase memory consolidation.
API design patterns, REST conventions, and endpoint standards. Use when creating or modifying API endpoints. Covers routing, request/response patterns, error handling, and versioning.
Architectural design, system patterns, and dependency management. Use when designing new modules, refactoring existing systems, or making architectural decisions. Covers layering, coupling, cohesion, and design patterns.
Trigger-driven automation definitions and runner management. Use when creating, running, or managing skill-based automation pipelines.
DEFAULT THINKING MODE — not a feature, but how the agent operates. Every task gets innovation-overdrive thinking: research, ground, reflect on contradictions, propose, then build. This is the agent's identity, not a command. Integrates MiMo-Code's 6-phase memory consolidation.
| 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"] |
Manages skill chain execution order, validates dependencies are met, and tracks violations when chains are skipped.
Prompt → Classifier → Chain Selection → Orchestrator → Execution → Enforcer
↓ ↓
Chain DAG (31 skills) Violation Log
context-compactor → exhaustive-crosscheck → neuro → model-router →
code-hardener → lint-fixer → pieces-ltm → automated-learning
| 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 |
# 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
Violations are logged to evolution/chain_execution.jsonl:
.opencode/skills/chain-orchestrator/scripts/orchestrator.py.opencode/skills/chain-orchestrator/scripts/classifier.py.opencode/skills/chain-orchestrator/scripts/enforcer.py