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Generate usage report for MiniMax and token optimization Use when: (1) /audit is invoked, (2) task relates to audit functionality.
Instalar com Codex ou Claude Copie este prompt, cole no Codex, Claude ou outro assistente e deixe que ele revise a página da skill e instale para você.
Baseado na classificação ocupacional SOC
Full orchestration workflow with swarm mode: evaluate -> clarify -> classify -> persist -> plan mode -> spawn teammates -> execute -> validate -> retrospective. Use when: (1) implementing features, (2) complex refactoring, (3) multi-file changes, (4) tasks requiring coordination. Triggers: /orchestrator, /orch, 'orchestrate', 'full workflow', 'implement feature'.
Comprehensive research skill using Zai MCP web search and native Claude Code tools
Smart Forking - Find and fork from relevant historical sessions using parallel memory search across vault, handoffs, and ledgers
Apply adversarial opposite-analysis to plans, specs, architecture, code changes, and claims. Use when the user asks for adversarial review, opposing analysis, contrarian review, red-team reasoning, or Z.ai and MiniMax cross-checks through the Ralph MCP router.
Test case mutation and variation generator for adversarial testing
Patterns for using Context7 MCP for library documentation (v2.25)
| name | audit |
| description | Generate usage report for MiniMax and token optimization Use when: (1) /audit is invoked, (2) task relates to audit functionality. |
| user-invocable | true |
| context | fork |
Generate usage and cost optimization report.
~/.claude/settings.json or CLI/env varsANTHROPIC_DEFAULT_*_MODEL env vars# View stats
mmc --stats
# Detailed audit report
ralph audit
=== MiniMax Usage Audit ===
Period: Last 7 days
Model Distribution:
MiniMax M2.1: 45 queries (60%)
MiniMax-lightning: 20 queries (27%)
Claude Sonnet: 10 queries (13%)
Estimated Savings:
If all queries used Claude: ~$X.XX
Actual cost with MiniMax: ~$X.XX
Savings: ~XX%