oe-llm-provider-toggle
Switch OpenEvent-AI between OpenAI, Gemini, hybrid, or stub LLM modes via environment variables or the /api/config/llm-provider admin endpoints. Use when Codex/Claude needs to verify or change AGENT_MODE, INTEN...
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Switch OpenEvent-AI between OpenAI, Gemini, hybrid, or stub LLM modes via environment variables or the /api/config/llm-provider admin endpoints. Use when Codex/Claude needs to verify or change AGENT_MODE, INTEN...
Pre-merge/release readiness checklist for OpenEvent-AI. Use when preparing a PR for production: run the fastest validation lanes first (compile/import, smoke suite, deterministic site-visit trace), then escalat...
Fast routing triage for workflow messages; points to docs/workflow-routing-map.md.
Debug detection and routing misclassifications in OpenEvent-AI (LLM vs regex, qna_types, confirmations, OOC drops, site-visit triggers). Use when intent seems wrong, Q&A is ignored, confirmations route to the w...
Workflow bug triage for OpenEvent. Use when you have a regression/bug report (wrong step, wrong detour, HIL stuck, site visit issues) and need a minimal reproduction trace plus a fix plan tied to workflow invar...
Pre-merge/release readiness checklist for OpenEvent-AI. Use when preparing a PR for production: run the fastest validation lanes first (compile/import, smoke suite, deterministic site-visit trace), then escalat...
End-to-end verification for the site-visit (Step 7) flow. Use when you need to reproduce or validate that the system reaches the site-visit prompt/options and can proceed to confirmation, either via determinist...
Debug “backend won’t start / first request 500 / ports stuck” quickly. Use when uvicorn reload behaves strangely, ports 8000/3000 are blocked, or you see first-request errors like “unexpected keyword argument”...
Canonical OpenEvent email workflow architecture (intake, date confirmation, room availability, offer review, negotiation, confirmation) and file map.
Maps a code change or bug symptom to the smallest high-signal test subset. Use when deciding what tests to run (DET_/FLOW_/REG_), when a regression guard mentions a test ID, or when you need a minimal repro tha...
Refactor planning and execution discipline using LSP/Pyright. Use when making non-trivial refactors (splitting files, renaming symbols, moving modules) and you want compiler-accurate references/definitions, plu...
Debug and eliminate fallback/generic-stub replies quickly. Use when you see empty assistant replies, “Thanks for your message…” stubs, or “no specific information available” messages. Produces a minimal reprodu...
Keeps OpenEvent-AI “living docs” in sync while coding. Use whenever you fix a bug, discover a new bug, add/modify behavior, or capture a future idea. Updates docs/guides/TEAM_GUIDE.md (bug list + regressions),...
End-to-end verification for the site-visit (Step 7) flow. Use when you need to reproduce or validate that the system reaches the site-visit prompt/options and can proceed to confirmation, either via determinist...
Production hardening review for the OpenEvent backend. Use when scanning for LLM smells, noisy prints, swallowed exceptions, dev-only defaults, fallback diagnostic leakage, and inconsistent error/logging patter...
Repo navigation and “where do I start?” guide for OpenEvent-AI. Use when an agent/dev is lost, needs an overview of the project or a subsystem, or needs pointers to the most important docs, entrypoints, scripts...
Review and testing checklist for OpenEvent email workflow changes (intake, offers, availability, confirmation).
Debug “backend won’t start / first request 500 / ports stuck” quickly. Use when uvicorn reload behaves strangely, ports 8000/3000 are blocked, or you see first-request errors like “unexpected keyword argument”...
Maintain and extend prompt-injection defenses. Use when adding new user-input surfaces, changing prompt templates, or when a new injection pattern is observed; run the security regression suite and add a minima...
Setup and verification for MCP tooling used in OpenEvent-AI (filesystem, Context7 docs, LSP/Pyright, Playwright). Use when onboarding a new developer/agent or when Codex/Claude cannot access LSP, browser automa...
Reverse-engineer top-ranking competitor pages to identify content gaps and create "beat the competition" briefs. Analyzes content structure, schema markup, E-E-A-T signals, local SEO, and generates actionable o...
Generate and optimize meta titles and descriptions for therapy pages following NextStep's formula (Service + Location | Differentiator | NextStep Therapy). Creates 5 CTR-optimized variations under 60 chars, tes...
Create CRPO-compliant welcome email sequences for therapy practices that build trust and reduce no-show rates. Use when new leads fill out contact form but before first appointment. Creates 5-7 email nurture se...
Apply Jesse's confident-but-vulnerable voice to all content. Use when writing service pages, blog posts, CTAs, emails, or checking if content sounds like Jesse. Reference: /docs/branding/voice/BRAND-VOICE.md
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