Add an external probabilistic classifier to a decision path without letting it take the path over. Covers finding the externally-graded rows you are already logging, measuring the confidence separation between the overrides it got right and the ones it got wrong, choosing an operating point your data licenses, failing open at the call site, and proving the whole arrangement offline with no API…
Install
npx skills add pjt222/agent-almanac --skill consult-a-decision-oraclenpx skills add pjt222/agent-almanac --skill consult-a-decision-oracle -a claude-code -gnpx skills add pjt222/agent-almanac --skill consult-a-decision-oracle -a codex -ggemini skills install https://github.com/pjt222/agent-almanac.git --path skills/consult-a-decision-oraclegh skill install pjt222/agent-almanac consult-a-decision-oraclegit clone --depth 1 https://github.com/pjt222/agent-almanac /tmp/pjt222__agent-almanac
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/pjt222__agent-almanac/skills/consult-a-decision-oracle ~/.claude/skills/consult-a-decision-oracle # Claude Code
cp -R /tmp/pjt222__agent-almanac/skills/consult-a-decision-oracle ~/.agents/skills/consult-a-decision-oracle # Codex, Cursor, Gemini CLI, Copilot, OpenCode