القائمة
Brain memory protocol with progressive disclosure for anti-hallucination and context recall
يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.
اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.
npx skills add https://github.com/kryptobaseddev/cleo --skill ct-memoryيبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.
تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.
General implementation task execution for completing assigned CLEO tasks by following instructions and producing concrete deliverables. Handles coding, configuration, documentation work with quality verification against acceptance criteria and progress reporting. Use when executing implementation tasks, completing assigned work, or producing task deliverables. Triggers on implementation tasks, general execution needs, or task completion work.
Pipeline-aware orchestration skill for managing complex workflows through subagent delegation. Use when the user asks to "orchestrate", "orchestrator mode", "run as orchestrator", "delegate to subagents", "coordinate agents", "spawn subagents", "multi-agent workflow", "context-protected workflow", "agent farm", "HITL orchestration", "pipeline management", or needs to manage complex workflows by delegating work to subagents while protecting the main context window. Enforces ORC-001 through ORC-009 constraints. Provider-neutral — works with any AI agent runtime.
CLEO provider adapter for Anthropic Claude Code CLI. Default export is the adapter class for dynamic loading by AdapterManager. T5240 Use when: (1) calling its 2515 API functions, (2) configuring @cleocode/monorepo, (3) understanding its 1754 type definitions, (4) working with its 104 classes, (5) user mentions "@cleocode/monorepo" or asks about its API.
استنادا إلى تصنيف SOC المهني
عرض SKILL.md
| name | ct-memory |
| version | 1.0.0 |
| description | Brain memory protocol with progressive disclosure for anti-hallucination and context recall |
| triggers | ["memory","brain","recall","remember","anti-hallucination"] |
Ensures LLM agents never start conversations with amnesia. Provides structured memory access through CLEO's brain system using progressive disclosure.
Use CLI (cleo) for all memory operations.
cleo memory find "session task decision" --limit 10cleo memory find "mistake error avoid warning" --limit 5cleo memory fetch O-xxx O-yyycleo memory find "decision ADR architecture" --limit 5cleo memory find "{current-topic}" --limit 10cleo memory observe "Completed X using approach Y. Key learning: Z" --title "Work completion"Before stating facts about the codebase or project:
cleo memory find "{claim-topic}" --limit 5cleo memory timeline O-xxx --before 5 --after 5cleo nexus search "pattern" --scope global| Operation | ~Tokens | When |
|---|---|---|
| memory-bridge.md (auto-loaded) | 200-400 | Always (free) |
cleo memory find | 50/hit | Discovery |
cleo memory fetch | 500/entry | Details |
cleo memory timeline | 200-500 | Context |
Stay within LAFS MVI budget: start minimal, escalate only when needed.