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npx claudepluginhub maxwhoppa/claude-decideClaude Operator — an autonomous continuous product builder that researches, plans, and executes improvements to any codebase.
Autonomous product operator for Claude Code -- researches your codebase, generates PRDs, and builds improvements in continuous cycles.
In Claude Code, run:
/plugin install maxwhoppa/claude-decide
This installs the plugin with its skills (decide and decide-loop) directly into Claude Code.
Clone the repo and run the install script to copy skills into ~/.claude/skills/:
git clone https://github.com/maxwhoppa/claude-decide.git
cd claude-decide
bash install.sh
Open Claude Code in any project directory and run:
/decide
On first run, the operator analyzes your repo and walks you through a short onboarding interview to understand your product, priorities, and constraints. After that, it begins its first research cycle.
/decide -- Interactive (default)Runs one operator cycle at a time. You review and approve PRDs before execution, and re-invoke /decide between cycles.
/decide
/decide force -- AutonomousRuns one full cycle without user interaction. PRDs are auto-approved, open questions are resolved by a subagent, and the collaboration phase is skipped.
/decide force
You can also run force mode from the terminal using the launcher script:
bash skills/decide/scripts/launcher.sh --force
bash skills/decide/scripts/launcher.sh --force --max-cycles 10
/decide auto -- Confidence-GatedA middle ground between interactive and force mode. PRDs with a backlog priority score above a configurable threshold are auto-approved; lower-scored PRDs go through the interactive collaboration phase.
/decide auto # threshold 0.75 (default)
/decide auto 0.8 # threshold 0.80
Also available from the terminal:
bash skills/decide/scripts/launcher.sh --auto
bash skills/decide/scripts/launcher.sh --auto=0.8
/decide-loop -- ContinuousRuns /decide force in a continuous loop. Each cycle executes in a fresh Claude session via claude -p, ensuring full superpowers skill access (brainstorming, writing-plans, executing-plans) on every cycle.
/decide-loop # run until stopped (default max: 50 cycles)
/decide-loop 10 # run 10 cycles then stop
/decide-loop edit # review backlog before starting loop
/decide-loop 5 edit # review backlog, then run 5 cycles
The edit flag presents all queued backlog items for review before starting. You can approve, reject, or reprioritize items.
To stop gracefully between cycles:
touch .claude-operator/stop
| Command | Description |
|---|---|
/decide status | Show current cycle, phase, mode, and backlog summary |
/decide backlog | Show all queued items sorted by priority |
/decide reset | Delete .claude-operator/ and start fresh (offers to preserve backlog) |
/decide rollback | Revert the most recent cycle's commit via git revert |
Each cycle moves through these phases sequentially:
| Phase | What happens |
|---|---|
| Research | Dispatches 3-5 parallel subagents (adaptive selection based on product stage) to audit code quality, find product gaps, check security, analyze market fit, and more. Synthesizes findings into a prioritized backlog. |
| Propose | Generates a full PRD for the highest-priority backlog item, then runs it through a 5-lens self-critique. Sanitizes filenames to prevent path traversal. |
| Collaborate | (Interactive/auto mode only) Presents the PRD for your review. You can approve, request changes, reject, redirect, or ask for more research. |
| Execute | Implements the PRD via the superpowers pipeline: brainstorming, writing-plans, executing-plans. Creates a stuck.json report if it can't resolve after 10 attempts. |
| Update Memory | Records results in memory.json, updates the backlog, writes a cycle log, commits all state changes, and optionally collects a satisfaction rating (1-5). |
In force mode, the Collaborate phase is skipped and PRDs are auto-approved. In auto mode, only PRDs below the confidence threshold go through Collaborate.
Run the validation script to check structural integrity of all operator state files:
bash skills/decide/scripts/validate.sh
Checks JSON syntax, enum values, required fields, and cross-references. Exits 0 if all checks pass, 1 if any fail.