By esxr
Voice-driven autonomous development pipeline. Phone calls become shipped features through spec, build, audit, and confirmation phases.
Activate paid cloud mode by entering your Operant API key
Manually process a call trigger file through the pipeline
Start the operant-pi voice pipeline (webhook server + tunnel + Retell registration)
Show current operant-pi pipeline status
Stop the operant-pi voice pipeline (kill server, tunnel, clean PIDs)
Use this agent when the pipeline enters the audit phase and needs verification of the implementation against the spec. Typical triggers include dev phase completing with no blockers and the pipeline transitioning to audit state, and re-audit after a revision cycle where dev fixed previously failed requirements. See "When to invoke" in the agent body for worked scenarios.
Use this agent when the pipeline enters the dev phase and needs code implementation from an approved implementation spec. Typical triggers include all 4 SDLC artifacts being approved and the pipeline transitioning to dev state, a revision cycle where the auditor found failures and dev needs to fix them, and blocker resolution where the user unblocked an issue and dev resumes. See "When to invoke" in the agent body for worked scenarios.
Use this agent when the pipeline needs the next SDLC artifact produced (intent-and-constraints, high-level-design, adr-lite, or implementation-spec). Typical triggers include pipeline advancing to an sdlc state after requirements are written, a review being approved and the next artifact needed, and manual invocation via /process to kick off spec production. See "When to invoke" in the agent body for worked scenarios.
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Knowledge about the operant-pi voice pipeline -- FSM states, transitions, phases, artifact sequence, human gates, and how the autonomous development loop works. Use when Claude needs to understand pipeline behavior, interpret pipeline state, route decisions based on FSM state, or debug pipeline issues.
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Executes bash commands
Hook triggers when Bash tool is used
Modifies files
Hook triggers on file write and edit operations
External network access
Connects to servers outside your machine
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Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).
Sign in to claimBased on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
Requires secrets
Needs API keys or credentials to function
Requires secrets
Needs API keys or credentials to function
Uses power tools
Uses Bash, Write, or Edit tools
Uses power tools
Uses Bash, Write, or Edit tools
Runs pre-commands
Contains inline bash commands via ! syntax
Runs pre-commands
Contains inline bash commands via ! syntax
Voice-driven autonomous development pipeline for Claude Code. Phone calls become shipped features.
Operant turns a phone call into a complete development cycle. You describe what you want built, and Operant drives it through spec writing, implementation, automated auditing, and a live demo -- all inside Claude Code.
Pipeline stages: Call -> Triage -> Spec (Intent, HLD, ADR, Implementation) -> Build -> Audit -> Demo -> Confirmation
Each stage has human gates: you review and approve before the pipeline advances.
# Add the operant marketplace (one-time)
claude plugin marketplace add esxr/operant
# Install the plugin
claude plugin install operant
/process with a trigger file, or use /start and /stop to manage the voice serverThe plugin runs in mock mode by default -- it simulates voice calls locally so you can try the full pipeline without any external accounts.
/activate <your-api-key> in Claude Code/start to spin up the voice pipeline| Command | Description |
|---|---|
/process [trigger-file] | Manually process a call trigger through the pipeline |
/status | Show pipeline state, active spec, pending calls |
/start | Start the voice pipeline (webhook server + tunnel + Retell registration) |
/stop | Stop the voice pipeline |
/whitelist | Manage caller whitelist (list, add, remove) |
/activate [api-key] | Activate paid cloud mode |
Proprietary. Copyright Operant Labs.
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