From billy-milligan
Universal fallback chain for knowledge gaps: exact skill match, related skill match, cross-agent skill borrowing, model knowledge with confidence signal, honest uncertainty. Auto-logs gaps to persistent memory for skill creation pipeline. Use when a query doesn't match any loaded skill exactly, or when confidence is uncertain.
npx claudepluginhub rnavarych/alpha-engineer --plugin billy-milliganThis skill is limited to using the following tools:
- A query arrives that doesn't match a currently-loaded skill
Designs and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
Designs, implements, and audits WCAG 2.2 AA accessible UIs for Web (ARIA/HTML5), iOS (SwiftUI traits), and Android (Compose semantics). Audits code for compliance gaps.
Search your own skills/ directory for a SKILL.md whose description matches the topic.
references/ files on demand.No exact match. Search for a SKILL.md in a RELATED domain.
skills/shared/redis-deep/SKILL.md exists.references/ for relevant content.Your skills don't cover it. Check skills from OTHER agents/plugins.
plugins/*/skills/*/SKILL.md for keyword matches via Glob/Grep.skills/product/compliance-gdpr/ exists (Lena's domain).No skill covers this topic at any level.
references/confidence-signals.md for your personal confidence voice.bash ./plugins/billy-milligan/scripts/skill-gaps.sh log-gap medium "<your-name>" "<query-summary>" "<what-skill-is-missing>" "<closest-existing-skill>" "<suggested-skill-path>"
You genuinely don't know. Not confident even from general knowledge.
bash ./plugins/billy-milligan/scripts/skill-gaps.sh log-gap high "<your-name>" "<query-summary>" "<what-skill-is-missing>" "none" "<suggested-skill-path>"
references/confidence-signals.md — personality-matched signals for Billy agents, neutral signals for othersreferences/gap-tracking.md — gap log format, auto-logging rules, suggested location hierarchy../../scripts/skill-gaps.sh log-gap — log a new gap to persistent memory../../scripts/skill-gaps.sh increment — increment frequency of existing gap../../scripts/skill-gaps.sh summary — brief session summary for session-end display