npx claudepluginhub 501336north/one-shot-ship-plugin --plugin oss## Help **Command:** `/oss:experiment` **Description:** A/B testing and experimentation framework **Workflow Position:** any time - **EXPERIMENT** (A/B testing) **Usage:** **Arguments:** | Argument | Required | Description | |----------|----------|-------------| | `SUBCOMMAND` | No | create, analyze, report | | `EXPERIMENT_NAME` | Yes | Name of the experiment | **Options:** | Flag | Short | Description | |------|-------|-------------| | `--help` | `-h` | Show this help message | **Examples:** **Related Commands:** - `/oss:feature-flag` - Feature flag management - `/oss:monitor` - ...
/experimentDesigns an A/B experiment from a hypothesis or design change, producing a document with structured hypothesis, variants, metrics, sample size, duration, user flows, and analysis plan.
/experimentOrchestrates interactive ML experiment loop: reads project state, designs/confirm plan, implements/runs in experiments/, reviews results vs thresholds, iterates or advances.
/experimentOrchestrates triple-blind AI testing protocol for dev tasks: designs experiment structure with git branches for control/treatment, executes blind tests, evaluates anonymously, reveals results. Supports design/execute/evaluate/reveal subcommands.
/experimentExperiments with 2-3 technical approaches by writing and testing code prototypes, documents successes/failures/trade-offs, and recommends the best.
/experimentDesign an ML experiment with hypothesis, split strategy, leakage check, and evaluation plan
/experimentAutonomous experimentation engine. Every rule is a hypothesis. Seeds from CLAUDE.md, designs experiments, runs them, updates confidence, graduates or kills rules. One command. Walk away.
Command: /oss:experiment
Description: A/B testing and experimentation framework
Workflow Position: any time - EXPERIMENT (A/B testing)
Usage:
/oss:experiment [SUBCOMMAND] <EXPERIMENT_NAME>
Arguments:
| Argument | Required | Description |
|---|---|---|
SUBCOMMAND | No | create, analyze, report |
EXPERIMENT_NAME | Yes | Name of the experiment |
Options:
| Flag | Short | Description |
|---|---|---|
--help | -h | Show this help message |
Examples:
# Create a new experiment
/oss:experiment create checkout-flow
# Analyze experiment results
/oss:experiment analyze checkout-flow
# Generate experiment report
/oss:experiment report checkout-flow
Related Commands:
/oss:feature-flag - Feature flag management/oss:monitor - Monitor experiment metrics/oss:deploy - Deploy experiment variantsA/B testing and experimentation framework.
cat ~/.oss/config.json 2>/dev/null | grep apiKey
If no API key found:
No API key found. Run: /oss:login
Register at https://www.oneshotship.com
You MUST initialize logging for supervisor visibility.
~/.oss/hooks/oss-log.sh init experiment
Iron Laws are loaded from CLAUDE.md at session start. No per-command fetch needed.
You MUST update the workflow status before proceeding.
~/.oss/hooks/oss-notify.sh --workflow experiment start '{}'
~/.oss/hooks/ensure-decrypt-cli.sh || { echo "Failed to install decrypt CLI. Run /oss:login for manual setup."; exit 1; }
This auto-installs the decrypt CLI if missing. Existing installations are unaffected.
~/.oss/bin/oss-decrypt --type workflows --name experiment
The CLI fetches the encrypted prompt from the API and decrypts it locally using your stored credentials.
The prompt handles:
/oss:experiment create checkout-flow
/oss:experiment analyze checkout-flow
/oss:experiment report checkout-flow