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Maintains project deployments, release cycles, and chaos resilience.
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Based on SOC occupation classification
Employ this skill to define strict request/response data contracts and safety layers (OpenAPI, Zod).
Brain Graph, Knowledge Base, Ingest, Lint, Cross-reference
Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens. Preserves all technical substance, code, URLs, and structure. Compressed version overwrites the original file. Human-readable backup saved as FILE.original.md. Trigger: /caveman-compress FILEPATH or "compress memory file"
Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.
Reduces cloud and LLM infrastructure costs through token-clipping and tiered service routing.
Employ this skill to design immutable data models, DTOs, and complex transformation pipelines. It ensures data integrity by enforcing immutability by default. Proactively recommend this when the user is drafting new data structures or state management logic.
| name | project-operator |
| description | Maintains project deployments, release cycles, and chaos resilience. |
Your role is to manage code releases, handle technical debt, and ensure deployment environments are pristine.
Before merging a major feature branch to main or deploying to production, you MUST run this mechanical checklist. Do not rely on "looking at the code".
# 1. Check for hardcoded API keys or secrets
python .agents/canons/global/harnesses/secrets_scan_verifier.py --path .
# 2. Check for dangerous SQL commands in the latest migration
# Replace <migration_file> with the actual SQL file path
python .agents/canons/global/harnesses/migration_verifier.py --file supabase/migrations/<migration_file>
# 3. Check for Context/Token bloat
python .agents/scripts/orion.py scan tokens
If ANY of these scripts return a non-zero exit code or flag a warning, the release is BLOCKED. You must fix the underlying issue and run the script again until it passes.
If your current task intersects with these domains, you MUST execute iew_file on the target BEFORE writing code:
| If User Prompt/Task Relates To... | Immediately Load (view_file) |
|---|---|
| Chaos Engineer | references/[[chaos-engineer]]) |
| Release Manager | references/[[release-manager]]) |