Complete Agent Operations Pack — 10-Skill Production Architecture Suite

Most agents are held together with duct tape. Context management is manual. Shell execution is unguarded. Memory does not persist. Parallel agents share state they should not. Coordinator handoffs break at the seam. Token spend is invisible. This bundle replaces all of that with a complete, coherent production architecture — 10 SKILL.md files built from real deployments, designed to work together.

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⚡ Skills Included

• 🧠 Agent Compaction Architecture 6-condition autocompact gate, 3-strike circuit breaker, post-compaction cleanup, freshTailCount calibration. Ends context death spirals permanently

• 🔒 Bash Security Validator 19-validator pre-execution pipeline, Zsh compatibility layer, fail-fast abort logic. Every shell command reviewed before execution

• ⚡ Loop Termination Architecture BudgetTracker, 5-condition termination, diminishing returns detection, nudge injection. Loops terminate cleanly every time

• 💾 Session Memory Architecture Dual memory system, forked extraction agent, UUID cursor integrity, drain protocol. Your agent remembers across sessions without manual notes

• 🗂️ Agent Memory Scoping Three isolation scopes, CLAUDE_CODE_REMOTE_MEMORY_DIR configuration, WSL2 survival rules. Memory bleed between agents becomes impossible

• 🔗 Coordinator Resume Integrity Mode consistency check, state serialization spec, handoff receipt protocol, resume sequence. Coordinator-worker handoffs become deterministic

• 🌿 Forked Agent Architecture Fork initiation protocol, isolated write scopes, cache-sharing pattern, deterministic merge. Parallel execution without contamination

• 💰 Token Cost Intelligence Three-tier compute routing, 40+ pre-classified task types, cost instrumentation, 8-10x cost reduction framework

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🏭 Built as a System

These are not 10 independent files. Each one was built with awareness of the others — the compaction gate interacts with the loop budget governor, the memory drain protocol coordinates with the coordinator handoff receipt, the forked agent cache-sharing depends on the memory scoping boundary rules. The integration notes in this bundle document those interactions. They are not available separately.

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🆕 What's New in v1.1

• Full cross-architecture integration guide added
• Boot sequence checklist for WSL2 deployments
• Cost model updated with local inference routing data

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✅ Core Capabilities

• ✅ 10 complete SKILL.md files — drop the entire directory and your agent is production-ready
• ✅ Cross-architecture integration guide — interaction notes for every pair of skills
• ✅ WSL2 boot sequence checklist — every required setup step before first agent run
• ✅ Token cost instrumentation — daily spend tracking wired in from the start
• ✅ Covers compaction, bash security, loop termination, session memory, memory scoping, coordinator integrity, forked agents, and token optimization
• ✅ This is what runs Aegis — the IntuiTek¹ production stack, made available