analysis-workflow
Organize multi-step scientific analyses into reproducible, self-contained modules. Use for…
Use the InfiniSynapse CLI (`agent_infini`) for multi-turn AI data-analysis tasks, database/RAG context, and task workspace files. Use when the user mentions InfiniSynapse, agent_infini, database or RAG analysis, or asks to delegate analysis through InfiniSynapse.
$ npx -y skills add xuzhougeng/wisp-science --skill agent-infini --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/agent-infiniContext preview
The summary Claude sees to decide when to auto-load this skill.
Use the InfiniSynapse CLI (`agent_infini`) for multi-turn AI data-analysis tasks, database/RAG context, and task workspace files. Use when the user mentions InfiniSynapse, agent_infini, database or RAG analysis, or asks to delegate analysis through InfiniSynapse.
name: agent-infini description: Use the InfiniSynapse CLI (`agent_infini`) for multi-turn AI data-analysis tasks, database/RAG context, and task workspace files. Use when the user mentions InfiniSynapse, agent_infini, database or RAG analysis, or asks to delegate analysis through InfiniSynapse. license: Apache-2.0
`agent_infini` talks to the InfiniSynapse backend REST API. Use it for database-backed analysis, RAG-backed analysis, multi-turn task conversations, and task workspace files.
Default binary locations:
If `agent_infini` is not on `PATH`, call the full path.
wisp-science stores the InfiniSynapse API key in Settings -> Credentials and initializes the CLI with:
agent_infini init --api-key "sk-xxx"
If the CLI is missing, install it:
irm https://infinisynapse.cn/cli-install/install.ps1 | iex
curl -fsSL https://infinisynapse.cn/cli-install/install.sh | bash
Do not print API keys or dump config files. If authentication fails, ask the user to update the InfiniSynapse API key in Settings -> Credentials or rerun `agent_infini init`.
1. Check the CLI: `agent_infini version` 2. List resources: `agent_infini db ls` and `agent_infini rag ls` 3. Check enabled context: `agent_infini task context` 4. Enable needed context: `agent_infini db enable <id>` or `agent_infini rag enable <id>` 5. Start a task: `agent_infini task new "..."` 6. Continue the same task: `agent_infini task ask <taskId> "..."` 7. Inspect outputs: `agent_infini task file <taskId>`, `preview`, or `download`
agent_infini task new "Analyze user growth trend" agent_infini task ask <taskId> "Show it as a bar chart" agent_infini task ls [--page N] [--page-size N] [--search Q] agent_infini task show <taskId> agent_infini task context agent_infini task cancel <taskId> agent_infini task rm <id1> [id2 ...] agent_infini task file <taskId> agent_infini task preview <taskId> <fileName> agent_infini task download <taskId> <fileName> [-o dir]
agent_infini db ls [--name N] [--type T] [--enabled] [--disabled] agent_infini db enable <id> [id...] agent_infini db disable <id> [id...]
agent_infini rag ls [--keyword K] [--enabled] [--disabled] agent_infini rag enable <id> [id...] agent_infini rag disable <id> [id...]
Useful global flags:
Default output is JSON:
{"success": true, "data": {}}
{"success": false, "error": "error message"}Common fixes:
The open-source, local-first AI research workbench. WISP — Workspace for Intelligent Scientific Practice Search the literature, run Python and R, query ~80 scientific databases, and keep the trail — figures, runs, decisions, and drafts — in one project.
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