gwt-project-index SKILL.md skillA
gwt-project-index from akiojin/llmlb is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add akiojin/llmlb/gwt-project-index@git:20260323.f9c62b8Pins git:20260323.f9c62b8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- akiojin/llmlb
- Path
.claude/skills/gwt-project-index/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260323.f9c62b8, committed Mar 23, 2026
- First version recorded
- Mar 9, 2026
- Size
- 1,568 bytes
- Repository stars
- 10
- License
- MIT
Semantic search over project source files using vector embeddings. Use to find files related to a feature, bug, or concept.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Project Structure Index
gwt maintains a vector search index of all project files using ChromaDB embeddings.
## File search command
Run in terminal to find files related to a feature or concept:
```bash
~/.gwt/runtime/chroma-venv/bin/python3 ~/.gwt/runtime/chroma_index_runner.py \
--action search \
--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.
## File search output format
JSON object with ranked results:
```json
{"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}
]}
```
## When to use
- Task start: search for files related to the assigned feature
- Bug investigation: find files that might relate to the bug
- Feature addition: locate existing similar implementations
- Architecture understanding: discover how components are organized
## Environment
- `GWT_PROJECT_ROOT`: absolute path to the project root (set by gwt at pane launch)
## Notes
…Read the whole file at its exact version.
How to install
mdr add akiojin/llmlb/gwt-project-index@sha256:73e2f7a57b42503fThe line at the top of this page pins the label git:20260323.f9c62b8, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_2uwe5cwcqkyfjahn)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 9, 2026 and Mar 23, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260323.f9c62b8 latest | 2026-03-23 | f9c62b8 | 1,568 B | A | view · diff |
| git:20260312.a1d5c10 | 2026-03-12 | a1d5c10 | 3,714 B | A | view · diff |
| git:20260309.abaf0f8 | 2026-03-09 | abaf0f8 | 2,379 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1568 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
akiojin/llmlb · 10 stars · license MIT · pushed 2026-10-19 · branch develop
API
GET https://markdownregistry.com/api/v1/artifacts/art_2uwe5cwcqkyfjahn GET https://markdownregistry.com/api/v1/resolve?ref=akiojin/llmlb/gwt-project-index GET https://markdownregistry.com/api/v1/blob/73e2f7a57b42503f0f07cc9b897e7250d1570a827f91dcf2c15a08bb86877bfd
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.