Create a simple, modern HTML review page and run a local browser feedback loop with inline element/text annotations and structured questions. Use when the user wants to discuss or iterate on a design, plan, comparison, scope decision, content draft, or other topic that is easier to review visually than in chat.
Squash the current branch's work into a single commit and open (or update) a GitHub pull request with Graphite (`gt`). Use when asked to "create a PR", "open a pull request", "put this up for review", or to update an existing PR for the current branch.
Ingest a new AnimeGameData (AGD) build end-to-end — deobfuscation mappings, TextMap fallback-list audit, first-seen version index, and corpus regen. Use when bumping AGD_PATH / AGD to a new game version.
Regenerate, audit, commit, and push Istaroth's generated text corpus in the text/ submodule. Use when the user asks to "regen corpus", regenerate committed text output, audit a corpus diff for content loss, or push a previously verified text regeneration.
Identify and add new AnimeGameData field deobfuscation mappings by comparing cleartext and obfuscated AGD revisions. Use when a new Genshin Impact build changes obfuscated JSON field names or when rust/istaroth-agd-regen/src/deob.rs needs a new version mapping block.
Add or revise retrieval-quality eval fixtures under istaroth/rag/eval/retrieval_fixtures/ (one JSON file per category, e.g. breadth.json). Use when asked to add a retrieval eval case, add a new eval category, improve a fixture's ground truth, or harden fixtures against false misses. Fixtures grade whether retrieval surfaces the sources a query needs, measured by passage-anchored facet coverage.
Generate or update CHANGELOG.md from landed git history. Use when the user asks to "write a changelog", "update the changelog", or summarize what changed over the last week/period.