القائمة
Generate usage report for MiniMax and token optimization Use when: (1) /audit is invoked, (2) task relates to audit functionality.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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%