setup-analyses
OfficialScaffold session-local analyses from specs.
Software Engineering#scaffold#hydra#research workflow#causal analysis#DAG planning#experiment orchestration#session code
Authorgoodfire-ai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Setting up a new research analysis in Causalab is time-consuming and error-prone because it requires creating the right session-local package structure and Hydra config so the runner can execute it later.
Core Features & Use Cases
- Scaffolds analysis code + configs in one go: generates
${SESSION_DIR}/code/analyses/<name>/(including main, init, README, and the spec file) and${SESSION_DIR}/code/configs/analysis/<name>.yamlfrom one or more spec paths. - Enforces Causalab analysis-layer conventions: ensures analysis defaults live in Hydra (not inline code), that output paths route through
cfg.experiment_root, and that layering rules are respected (analyses orchestrate methods and perform I/O viacausalab.io.*). - Supports batch provisioning: when invoked by the runner, it can scaffold multiple analysis specs sequentially with a single batch-level approval checkpoint in interactive mode.
Quick Start
Use the setup-analyses skill to scaffold one analysis from an existing spec file at 'path/to/set_up_analysis.md' by running the command: /setup-analyses path/to/set_up_analysis.md
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: setup-analyses Download link: https://github.com/goodfire-ai/causalab/archive/main.zip#setup-analyses Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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