Everything you need to master autonomous iteration — from first run to advanced multi-command chains. Each guide is self-contained with examples, flags, chains, and tips.
/plugin marketplace add uditgoenka/autoresearch
/plugin install autoresearch@autoresearch
/autoresearch| Guide | Description |
|---|---|
| Getting Started | Installation, first run, core concepts, 7 principles |
| /autoresearch | The core autonomous loop — modify, verify, keep/discard, repeat |
| /autoresearch:plan | Interactive wizard — Goal → Scope, Metric, Direction, Verify |
| /autoresearch:debug | Autonomous bug-hunting with scientific method |
| /autoresearch:fix | Autonomous error crusher — tests, types, lint, build |
| /autoresearch:security | STRIDE + OWASP + red-team security audit |
| /autoresearch:ship | Universal shipping workflow — 9 ship types |
| /autoresearch:scenario | Scenario explorer — 12 dimensions, 5 domains |
| /autoresearch:predict | Multi-persona swarm prediction — expert debate before action |
| /autoresearch:learn | Autonomous documentation engine — scout, learn, generate, validate, fix |
| Chains & Combinations | Multi-command pipelines and chain patterns |
| Examples by Domain | Real-world examples: software, sales, marketing, DevOps, ML, HR |
| Advanced Patterns | Guards, MCP servers, CI/CD, custom scripts, FAQ |
| Scenario Guides | 10 real-world scenario walkthroughs — chat, SaaS, CI/CD, healthcare, finance, IoT, and more |
| I want to... | Use |
|---|---|
| Improve test coverage / reduce bundle size / any metric | /autoresearch (add Iterations: N for bounded runs) |
| Don't know what metric to use | /autoresearch:plan |
| Run a security audit | /autoresearch:security |
| Ship a PR / deployment / release | /autoresearch:ship |
| Optimize without breaking existing tests | Add Guard: npm test |
| Hunt all bugs in a codebase | /autoresearch:debug (add Iterations: 20 for bounded runs) |
| Fix all errors (tests, types, lint) | /autoresearch:fix |
| Debug then auto-fix | /autoresearch:debug --fix |
| Check if something is ready to ship | /autoresearch:ship --checklist-only |
| Explore edge cases for a feature | /autoresearch:scenario |
| Generate test scenarios | /autoresearch:scenario --domain software --format test-scenarios |
| Stress test a user journey | /autoresearch:scenario --depth deep |
| I want expert opinions before I start | /autoresearch:predict |
| Analyze this from multiple angles | /autoresearch:predict --chain debug |
| Generate docs for a new codebase | /autoresearch:learn --mode init |
| Update existing docs after changes | /autoresearch:learn --mode update |
| Check if docs are stale or broken | /autoresearch:learn --mode check |
| Quick codebase summary | /autoresearch:learn --mode summarize |
Built by Udit Goenka | GitHub | Follow @iuditg