Alert Triage
Investigate a production alert, determine root cause, create an issue, implement a fix, and notify the team
Content Generation Pipeline
Audit content gaps, generate educational content, validate quality, and publish to Supabase
Implement Fix
Implement a code fix for an issue and open a pull request
Incident Postmortem
Generate a thorough, blameless postmortem after an incident — gathers timeline, drafts the document, uses an LLM judge to evaluate quality, and iterates until it meets the bar
Migration Safety Check
Run parallel safety checks on database migrations — schema analysis, data impact assessment, and rollback verification — then converge to a go/no-go decision
Release Notes Generator
Generate polished release notes from commits and PRs — categorize changes, draft user-facing notes, use an LLM judge for quality, and publish to multiple channels
API Compatibility Check
Analyze API changes across versions for backwards compatibility — parallel checks for REST endpoints, types/schemas, and behavior changes — then generate a migration guide
Bug Reproducer
Read a bug report, write a failing test that reproduces the bug, iterate until the test reliably demonstrates the issue, then report findings with reproduction steps
Changelog Generator
Generate a changelog from recent commits and merged PRs, categorize changes by type, and create a draft release
Compliance Scanner
Scan code for compliance violations across multiple domains in parallel — secrets, licenses, PII handling, accessibility — then generate a compliance report with remediation priorities
Data Pipeline Monitor
Monitor data pipeline health — check freshness, volume anomalies, schema drift, and quality metrics — with conditional escalation based on severity
Dependency Updater
Scan for outdated dependencies, assess breaking changes, create update branches, run tests with retry on failure, and open PRs for safe updates
Deploy Guard
Run pre-deployment checks including database migration safety, environment variable drift detection, and rollback readiness verification
Developer Onboarding Guide
Generate a personalized onboarding guide for new developers — analyze the codebase architecture, identify key patterns, create learning paths, and produce a comprehensive starter document
Documentation Quality Gate
Generate or update documentation from code changes, use an LLM judge to evaluate completeness and accuracy, iterate until quality bar is met, then publish
PR Review Bot
Automatically review pull requests for code style violations, missing tests, documentation gaps, and breaking API changes
Security Audit
Scan project dependencies for known CVEs, check for OWASP top 10 issues in code, generate a security report, and create issues for critical findings
Test Coverage Check
Analyze test coverage across the codebase, identify untested critical paths, and generate test stubs for uncovered functions