scistudio-project-qa

SkillDev tools

Use 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.

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 useruser-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 / functionuser-guide/api-reference/
Built-in blocks and what each doesuser-guide/built-in-blocks.md

Live project state (MCP tools):

Question is about…Tool
Project name, installed packages + versions, recent workflowsget_project_info
The authoritative list of available blocks / data typeslist_blocks / list_types
A specific block's exact ports + configget_block_schema(block_type)
What data files existlist_data
Finding a doc by text, then reading itsearch_docs(query)get_doc(path)

How to answer

  1. 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.
  2. A "what's installed / what's in this project" question → call get_project_info (packages, recent workflows) and/or list_blocks / list_types (the authoritative live registry). Cite returns verbatim.
  3. A "what's the signature / contract of Z" questionuser-guide/ api-reference/ for core symbols; get_block_schema for a block's live ports.
  4. A documentation lookupsearch_docs then get_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_schema returns 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/ or get_block_schema — never guess a signature.
  • For doc lookup, prefer search_docs / get_doc over 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_doc resolves the canonical path.

Signals

GitHub stars
30
Forks
1
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
scistudio-project-qa
Source
github.com/jiazhenz026/scistudio