gr-advisor
Skill23 starsChanged 39 days agoMITView on GitHub
Recommends an available research workflow when the user asks about Gemini-powered research, YouTube video analysis, web content extraction, or Weaviate knowledge queries. Activates only when the request matches this plugin and no specific workflow was already chosen — not for code editing, debugging, testing, git operations, or general questions.
In this repository30 other files it gives its agents.
- AGENTS.mdAGENTS.md
- src/AGENTS.mdAGENTS.md
- tests/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- av-eventsSkill
- creative-concept-designSkill
- educational-explainerSkill
- ffmpeg-productionSkill
- footage-editSkill
- gemini-visualizeSkill
- hardware-evidence-captureSkill
- image-generationSkill
- mlflow-tracesSkill
- movie-commentarySkill
- plugin-maintenanceSkill
- qwen-image-integrationSkill
- qwen-video-integrationSkill
- research-brief-builderSkill
- research-visualization-blenderSkill
- research-visualization-freecadSkill
- reverse-search-video-frameSkill
- spatial-video-analysisSkill
- tts-productionSkill
- video-explainerSkill
- video-generationSkill
- video-productionSkill
- video-researchSkill
- video-to-skillSkill
- video-translationSkill
- weaviate-setupSkill
The file
We split this skill into the rules it gives an agent
6 rules. About 0 are common, 5 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈5
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 17
Search the web for current information
- Distinctive: line 20
Do NOT activate for: code tasks, git operations, file editing, general questions, unrelated work, or when the user already selected a …
- Very specific: line 25
Check prior work: call knowledge_search(query="<user topic>", limit=3) — skip if Weaviate is unavailable or the query is a system task
- Distinctive: line 26
Recommend: use structured format below, max 3 options
- Distinctive: line 27
Wait: do not execute — let the user confirm or adjust
- Distinctive: line 55
Keep the recommendation bounded to three options and wait for the user's choice.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
GR Workflow Advisor
Recommend an available workflow before executing research, video analysis, or content tasks.
When to Activate
Activate when the user expresses intent to:
- Research a topic, question, or concept
- Analyze a YouTube video or local video file
- Analyze a URL, document, or pasted content
- Search the web for current information
- Find or manage past research/knowledge
Do NOT activate for: code tasks, git operations, file editing, general questions, unrelated work, or when the user already selected a workflow. Never recommend the advisor itself — if intent is unclear, ask a clarifying question.
Workflow
- Check available routes and categorize intent: research | video | content | knowledge | system. In Codex, discover the installed plugin's MCP tools and recommend their actual exposed names. Use
/gr:*routes only when the client registers those commands; Codex does not load the package's Claude commands. - Check prior work: call
knowledge_search(query="<user topic>", limit=3)— skip if Weaviate is unavailable or the query is a system task - Recommend: use structured format below, max 3 options
- Wait: do not execute — let the user confirm or adjust
Recommendation Format
RECOMMENDED: <available tool or registered command> — <arguments>
WHY: <one sentence>
ALTERNATIVE: <available alternative>
COST: check provider pricing | TIME: depends on scope
NEXT STEP: <follow-up action>Key Routing Rules
Choose only a route present in the current client. If none is available, report that missing capability instead of inventing a command or starting installation.
| Intent | Codex MCP tool | Registered Claude command |
| Quick current question | web_search | /gr:search |
| Video URL | video_analyze or video_create_session | /gr:video or /gr:video-chat |
| Document/URL | content_analyze or research_document | /gr:analyze or /gr:research-doc |
| Topic research | research_deep or research_web | /gr:research or /gr:research-deep |
| Prior work exists | knowledge_search | /gr:recall |
| Persist completed research | knowledge_ingest | /gr:ingest |
A quick question does not need long-running deep research. Provider billing can apply to search, analysis and research; explain the selected scope before execution. Keep the recommendation bounded to three options and wait for the user's choice.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

