scistudio-project-qa
SkillDev toolsUse when the user asks a question ABOUT SciStudio or about this project — how a feature works, what a block/type/contract is, what blocks are installed, where docs/data live, project name / metadata, recent workflows. The Q&A skill. NOT for designing or debugging workflows (scistudio-build-workflow / scistudio-debug-run) or authoring code (scistudio-write-block / scistudio-write-plot).
Available today. Use it from your connected AI after setup.
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Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the scistudio-project-qa skill
What this skill tells your AI
The instructions your AI receives, as published by jiazhenz026/scistudio in src/scistudio/_skills/scistudio/scistudio-project-qa/SKILL.md and read by ahel’s review.
Answer the user's SciStudio and project questions accurately, grounded in the provisioned docs and the live project state — never from memory or invention.
Where the answers live
Two kinds of source, both authoritative. Read them; cite them.
Provisioned docs (in this project):
| Question is about… | Read |
|---|---|
| How to use a feature; what something is, for a user | user-guide/ (start at user-guide/README.md) |
| The public-API contract — types, blocks, plots, imports, stability | .scistudio/agent-reference/ (start at .scistudio/agent-reference/README.md) |
| The exact signature of a class / method / function | user-guide/api-reference/ |
| Built-in blocks and what each does | user-guide/built-in-blocks.md |
Live project state (MCP tools):
| Question is about… | Tool |
|---|---|
| Project name, installed packages + versions, recent workflows | get_project_info |
| The authoritative list of available blocks / data types | list_blocks / list_types |
| A specific block's exact ports + config | get_block_schema(block_type) |
| What data files exist | list_data |
| Finding a doc by text, then reading it | search_docs(query) → get_doc(path) |
How to answer
- A "how does SciStudio do X / what is Y" question → read the relevant
user-guide/or.scistudio/agent-reference/page and answer from it. These are the authoritative, version-matched docs shipped into the project. - A "what's installed / what's in this project" question → call
get_project_info(packages, recent workflows) and/orlist_blocks/list_types(the authoritative live registry). Cite returns verbatim. - A "what's the signature / contract of Z" question →
user-guide/ api-reference/for core symbols;get_block_schemafor a block's live ports. - A documentation lookup →
search_docsthenget_doc, rather than guessing paths with the generic Read tool.
Prefer the provisioned docs over your own knowledge: they match the installed version. Prefer MCP tool returns over the docs for project-specific state (installed packages, registered blocks) — the docs are general, the tools are live.
Worked example
User: "What blocks does this project have access to, and how do I write my own?"
get_project_info # installed packages + versions (project-specific)
list_blocks # authoritative available-block list
# Then point the user at the how-to:
# "To write your own, see user-guide/writing-blocks.md; I can also do it for
# you — that's the scistudio-write-block flow."
Mandatory rules
- Never invent project details — cite
get_project_info/list_blocks/list_types/get_block_schemareturns verbatim. - For "how / what is" SciStudio questions, answer from
user-guide/or.scistudio/agent-reference/, not from memory. - For signatures, use
user-guide/api-reference/orget_block_schema— never guess a signature. - For doc lookup, prefer
search_docs/get_docover the generic Read tool.
Anti-patterns
- Answering a SciStudio question from memory when a
user-guide/or.scistudio/agent-reference/page covers it. - Inventing plugin names, versions, block names, or signatures.
- Reading random files via the generic Read tool when
get_docresolves the canonical path.
Signals
- GitHub stars
- 30
- Forks
- 1
- Last commit
- Sep 2026
Advanced
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- skill
- Gateway key
scistudio-project-qa- Source
- github.com/jiazhenz026/scistudio