thalarch-skill-intelligencelisted

# Thalarch Skill Intelligence Use the **current host's real skill/capability inventory** as a capability catalog instead of requiring the user to name every useful specialist manually. The goal is **best-fit expertise, not maximum skill count**. Do not assume Antigravity, Codex, Claude Code, or any other host exposes identical skill APIs, agent names, tools, or discovery paths. Inspect what this session actually makes available. ## 1. Automatic discovery pass For every non-trivial task, before deep exploration or mutation: 1. inspect skill names/descriptions/metadata exposed by the current host when available; 2. inspect applicable project-local skills and repository rules through host-supported locations; 3. infer the task phase, language/runtime, framework/platform, risk, and evidence needs; 4. shortlist only skills whose descriptions materially match one of those dimensions; 5. read full instructions only for shortlisted candidates; 6. confirm any specialist agent/tool named by a skill actually exists on this host before relying on it; 7. choose the smallest compatible stack that covers the task. Do not wait for the user to say “use skill X” when a clearly relevant installed skill already exists. Do not read every installed `SKILL.md` merely because it is available. Discovery metadata exists to avoid context pollution. When the inventory contains candidate skills from known high-value ecosystems, consult `references/known-high-value-sources.md` only as a tie-break