Reliable, workflow-driven PDF processing: render → verify → operate → re-render/verify, covering reading, inspection, extraction, editing, forms, OCR, redaction, conversion, and diffing. Prefer authoring in DOCX or PPTX (then converting to PDF) for text-heavy docs or slide-like layouts; use ReportLab here for programmatic PDF generation.
ai-chatbot-planner
lightspeedwp/.github
plan bounded website chatbots for lightspeed client projects, including chatbot purpose, audience, approved sources, exclusion lists, behaviour rules, fallback wording, escalation, privacy notes, launch gates, test scripts and first draft system prompts. use when a user asks whether a chatbot is appropriate, how to scope a chatbot, how to prepare ai engine or wordpress chatbot requirements, or how to define safe chatbot behaviour.
ai-governance-documentor
lightspeedwp/.github
create ai governance discovery summaries, lightweight ai policies, operational governance guides, governance matrices, role maps and approved prompt templates for lightspeed website, content and chatbot projects. use when a user provides discovery answers, risk context, business notes or asks to document ai use cases, approval workflows, chatbot behaviour, source controls or human review rules.
ai-readiness-assessor
lightspeedwp/.github
assess website ai readiness for lightspeed client projects using checklist answers, website urls, audit exports, discovery notes or uploaded evidence. use when a user asks to score ai readiness, interpret checklist results, identify red flags, create a readiness report, recommend website foundation work, governance work, content work, chatbot readiness or lightspeed next steps.
content-collection-planner
lightspeedwp/.github
create tailored content collection checklists, content gap reports, client request emails and downloadable folder structures for lightspeed website, governance and chatbot projects. use when a user needs generic website content requests, sector add-ons for ecommerce, tourism, publishing, education, memberships or subscriptions, or source-of-truth planning for ai-assisted content and chatbot grounding.
lightspeed-ai-readiness-orchestrator
lightspeedwp/.github
route lightspeed ai readiness client projects into the correct workflow, ask clarifying questions, enforce the sequence readiness, governance discovery, content collection and chatbot planning, and produce combined markdown project packs. use when the user is starting a new client-specific ai readiness project, wants a guided wizard, or asks which skill or document to create next.
