Menu
Compatibility-oriented reference for the project file index. Prefer gwt-project-search for standalone semantic project search.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use when execution should start from a GitHub Issue, gwt-spec Issue, or approved standalone task through one build/test/verify loop.
Use when implementation should proceed from an approved SPEC or approved standalone task, and the work should run through the build/test/verify loop.
Use when the user wants to create, inspect, update, or unblock a pull request and expects one visible entrypoint for the PR lifecycle.
Use when implementation needs verification before completion or before opening a PR. Defines a project-agnostic Generic Verification Contract: classify changed surfaces, autodetect the project's test runners from manifests (Cargo.toml / package.json / pyproject.toml / go.mod / ProjectSettings / *.sln / etc.), run the appropriate unit / integration / E2E / visual tests for the project, emit an evidence bundle that lists exactly which tests were executed, then hand off to the user with a 4-step ๅฐ็ท (build โ launch โ navigate โ observe) and check items before declaring Overall: PASS. Triggers: 'verify', 'run tests', 'pre-PR check', 'gwt-verify'.
Use when an idea, spec question, or implementation gap needs investigation and discussion before deciding how work should proceed.
Use when the user wants to resolve an existing GitHub Issue by number or URL, especially when the workflow should continue through a direct fix unless a SPEC is needed.
| name | gwt-project-index |
| description | Compatibility-oriented reference for the project file index. Prefer gwt-project-search for standalone semantic project search. |
gwt maintains a vector search index of project implementation files plus a separate docs collection using ChromaDB embeddings.
Run in terminal to find files related to a feature or concept:
~/.gwt/runtime/chroma-venv/bin/python3 ~/.gwt/runtime/chroma_index_runner.py \
--action search-files \
--db-path "$GWT_PROJECT_ROOT/.gwt/index" \
--query "your search query" \
--n-results 10
On Windows, use ~/.gwt/runtime/chroma-venv/Scripts/python.exe as the Python executable.
JSON object with ranked results:
{"ok": true, "results": [
{"path": "src/git/issue.rs", "description": "GitHub Issue commands", "distance": 0.12},
{"path": "src/lib/components/IssuePanel.svelte", "description": "Issue list panel", "distance": 0.25}
]}
GWT_PROJECT_ROOT: absolute path to the project root (set by gwt at pane launch)search-files targets the implementation-file collection; embedded skill assets, SPEC trees, local task logs, and snapshots are excluded from that collectionsearch-files-docsgwt-project-searchgwt-issue-search instead