القائمة
Global Token Efficiency and Provider Optimization Framework — maximize useful work within available quotas by optimizing prompts, contexts, and delegation.
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
Consult and write the ARAYA postoffice — the operational-directive channel. Advisory, never a gate: read it at cycle start, append your entry at cycle end, consider its directives, never be blocked by it. Governance acts never travel the postoffice.
Audit and enforce brand compliance across all projects and platforms — logo,
Design REST and GraphQL APIs following OpenAPI 3.1 standards. Produce complete
Connect frontend to backend — type-safe API clients, request/response handling,
Implement authentication and authorization middleware — JWT validation, role-based
Design scalable component architectures — design systems, component libraries,
| name | token-efficiency |
| description | Global Token Efficiency and Provider Optimization Framework — maximize useful work within available quotas by optimizing prompts, contexts, and delegation. |
ARAYA optimization layer that maximizes productive work within provider quotas. Works transparently for ARAYA workflows, direct pi conversations, agent delegations, and sub-agent executions.
Rate-limit errors, retry delays, wasted quotas, and oversized prompts reduce throughput. This skill detects inefficiencies before they waste tokens and provides optimization strategies per provider.
| Provider | Optimize For | Avoid |
|---|---|---|
| Codex | Small prompts, incremental, frequent checkpoints | Large plans, full repo scans |
| Claude | Deep reasoning, architecture, governance | Repeating context/standards |
| DeepSeek | Cost efficiency, long workflows, docs | Unbounded context growth |
| Gemini | Large-scale analysis, research, synthesis | Small incremental tasks |
| GitHub Copilot | Local implementation, fast iteration | Architecture discussions |
| OpenCode Go | Lightweight execution, rapid tasks | Heavy planning sessions |
# Context Capsule — {topic}
Compressed from: X tokens → Y tokens (Z:1 ratio)
Requirements: REQ-001, REQ-002
Standards: STD-004
Decisions: ARCH-002
Key findings: ...
Dependencies: ...
Token budget report with estimated input/output tokens, rate-limit risk assessment, optimization recommendations, and provider strategy.