SAICA supervision skill

This skill encodes per-action heuristics distilled from the SAICA-KG corpus (https://github.com/vasylrakivnenko/SAICA). Use it as context to decide what to be careful about when writing or modifying code. The failure-mode IDs (snake_case) are the canonical vocabulary — quote them verbatim when surfacing concerns.

The skill is self-contained — three pre-baked recommendation tiers (minimum / optimal / full-MECE) appear right below, so the agent doesn't need to call out to a service to get the recommended stack. For richer / live querying (per-tool facet lookup, agent-kind-aware filtering, repo audit), the parent SAICA-KG project ships an MCP server separately — see https://github.com/vasylrakivnenko/SAICA#claude-code-plugin.

Recommended supervision stack — three tiers

Pre-baked from the SAICA-KG corpus. Pick a tier that matches the team's appetite. Same picks the MCP server would return from saica_recommend(level=...) — embedded here so no runtime service call is needed.