"Manages Git worktrees for isolated parallel research work — running concurrent estimation specifications, comparing identification strategies side-by-side, or isolating experimental numerical code. Use when you need parallel branches for different estimators (NFXP vs MPEC), want to run multiple robustness specifications simultaneously, need isolation for risky numerical experiments, or when /workflows:work needs concurrent execution paths."
Resources
1Install
npx skillscat add james-traina/compound-science/git-worktree Install via the SkillsCat registry.
Git Worktree Manager
This skill provides a unified interface for managing Git worktrees across your research workflow. Whether you're running concurrent estimation specifications, comparing identification strategies side-by-side, or isolating experimental Monte Carlo designs, this skill handles all the complexity.
What This Skill Does
- Create worktrees from main branch with clear branch names
- List worktrees with current status
- Switch between worktrees for parallel work
- Clean up completed worktrees automatically
- Interactive confirmations at each step
- Automatic .gitignore management for worktree directory
- Automatic .env file copying from main repo to new worktrees
CRITICAL: Always Use the Manager Script
NEVER call git worktree add directly. Always use the worktree-manager.sh script.
The script handles critical setup that raw git commands don't:
- Copies
.env,.env.local,.env.test, etc. from main repo - Ensures
.worktreesis in.gitignore - Creates consistent directory structure
# CORRECT - Always use the script
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh create nfxp-starting-values
# WRONG - Never do this directly
git worktree add .worktrees/nfxp-starting-values -b nfxp-starting-values mainWhen to Use This Skill
Use this skill in these scenarios:
- Review (
/workflows:review): If NOT already on the target branch (PR branch or requested branch), offer worktree for isolated review - Research Work (
/workflows:work): Always ask if user wants parallel worktree or live branch work - Parallel Estimation: Running BLP with different starting value grids, comparing NFXP vs MPEC vs CCP on the same data, or testing alternative instrument sets simultaneously
- Concurrent Simulations: Running Monte Carlo studies with different DGP specifications in parallel (e.g., varying sample sizes, error distributions, or endogeneity strength)
- Robustness Branches: Isolating specification variants — DiD with staggered adoption vs standard two-period, IV with different exclusion restrictions, alternative moment conditions
- Cleanup: After completing work in a worktree
How to Use
In Claude Code Workflows
The skill is automatically called from /workflows:review and /workflows:work commands:
# For review: offers worktree if not on PR branch
# For work: always asks - new branch or worktree?Manual Usage
You can also invoke the skill directly from bash:
# Create a new worktree (copies .env files automatically)
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh create blp-alt-moments
# List all worktrees
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh list
# Switch to a worktree
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh switch blp-alt-moments
# Copy .env files to an existing worktree (if they weren't copied)
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh copy-env blp-alt-moments
# Clean up completed worktrees
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh cleanupCommands
create <branch-name> [from-branch]
Creates a new worktree with the given branch name.
Options:
branch-name(required): The name for the new branch and worktreefrom-branch(optional): Base branch to create from (defaults tomain)
Example:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh create nfxp-starting-valuesWhat happens:
- Checks if worktree already exists
- Updates the base branch from remote
- Creates new worktree and branch
- Copies all .env files from main repo (.env, .env.local, .env.test, etc.)
- Shows path for cd-ing to the worktree
list or ls
Lists all available worktrees with their branches and current status.
Example:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh listOutput shows:
- Worktree name
- Branch name
- Which is current (marked with ✓)
- Main repo status
switch <name> or go <name>
Switches to an existing worktree and cd's into it.
Example:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh switch nfxp-starting-valuesOptional:
- If name not provided, lists available worktrees and prompts for selection
cleanup or clean
Interactively cleans up inactive worktrees with confirmation.
Example:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh cleanupWhat happens:
- Lists all inactive worktrees
- Asks for confirmation
- Removes selected worktrees
- Cleans up empty directories
Workflow Examples
Comparing Estimation Methods
# Run BLP demand estimation with NFXP (nested fixed-point):
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh create blp-nfxp
# In parallel, run the same model with MPEC (constrained optimization):
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh create blp-mpec
# And a CCP (conditional choice probability) approach:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh create blp-ccp
# List all concurrent estimation runs:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh list
# Switch to check convergence on the NFXP run:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh switch blp-nfxp
# After comparing results across methods, clean up:
cd .
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh cleanupParallel Robustness Specifications
# Baseline DiD specification with staggered adoption (copies .env files):
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh create did-staggered-robust
# Alternative: Callaway-Sant'Anna estimator:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh create did-callaway-santanna
# Alternative: Sun-Abraham interaction-weighted estimator:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh create did-sun-abraham
# List what you have:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh list
# Switch between them to compare treatment effect estimates:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh switch did-staggered-robust
# Return to main and cleanup when done:
cd .
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh cleanupConcurrent Monte Carlo Simulations
# Baseline DGP with homoskedastic errors:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh create mc-dgp-homoskedastic
# Variant with heteroskedastic errors:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh create mc-dgp-heteroskedastic
# Variant with weak instruments:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh create mc-dgp-weak-iv
# Each worktree runs its simulation independently.
# Switch to check bias/RMSE/coverage results:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh switch mc-dgp-weak-iv
# Cleanup after consolidating results:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh cleanupKey Design Principles
KISS (Keep It Simple, Stupid)
- One manager script handles all worktree operations
- Simple commands with sensible defaults
- Interactive prompts prevent accidental operations
- Clear naming using branch names directly
Opinionated Defaults
- Worktrees always created from main (unless specified)
- Worktrees stored in .worktrees/ directory
- Branch name becomes worktree name
- .gitignore automatically managed
Safety First
- Confirms before creating worktrees
- Confirms before cleanup to prevent accidental removal
- Won't remove current worktree
- Clear error messages for issues
Integration with Workflows
/workflows:review
Instead of always creating a worktree:
1. Check current branch
2. If ALREADY on target branch (PR branch or requested branch) → stay there, no worktree needed
3. If DIFFERENT branch than the review target → offer worktree:
"Use worktree for isolated review? (y/n)"
- yes → call git-worktree skill
- no → proceed with PR diff on current branchThe research-coordinator agent can help decide when parallel worktrees are appropriate versus sequential work on a single branch. Typical triggers: running alternative estimation specifications that each take hours, or isolating a risky numerical experiment (e.g., new optimizer settings) from your working results.
/workflows:work
Always offer choice:
1. Ask: "How do you want to work?
1. New branch on current worktree (sequential — e.g., one specification at a time)
2. Worktree (parallel — e.g., run NFXP and MPEC simultaneously)"
2. If choice 1 → create new branch normally
3. If choice 2 → call git-worktree skill to create from mainTroubleshooting
"Worktree already exists"
If you see this, the script will ask if you want to switch to it instead.
"Cannot remove worktree: it is the current worktree"
Switch out of the worktree first (to main repo), then cleanup:
cd $(git rev-parse --show-toplevel)
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh cleanupLost in a worktree?
See where you are:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh list.env files missing in worktree?
If a worktree was created without .env files (e.g., via raw git worktree add), copy them:
bash ${CLAUDE_PLUGIN_ROOT}/skills/git-worktree/scripts/worktree-manager.sh copy-env blp-alt-momentsNavigate back to main:
cd $(git rev-parse --show-toplevel)Technical Details
Directory Structure
.worktrees/
├── blp-nfxp/ # NFXP estimation run
│ ├── .git
│ ├── src/
│ └── ...
├── blp-mpec/ # MPEC estimation run
│ ├── .git
│ ├── src/
│ └── ...
├── did-staggered-robust/ # Robustness specification
│ ├── .git
│ ├── src/
│ └── ...
└── ...
.gitignore (updated to include .worktrees)How It Works
- Uses
git worktree addfor isolated environments - Each worktree has its own branch
- Changes in one worktree don't affect others
- Share git history with main repo
- Can push from any worktree
Performance
- Worktrees are lightweight (just file system links)
- No repository duplication
- Shared git objects for efficiency
- Much faster than cloning or stashing/switching