Outcome
How it works
Intake, 5 questions
User answers 5 questions about audience, style, and constraints. The plugin writes research_brief.json. Each agent saves a file you can read and re-run, no black box.
Researcher (Opus)
Targets 15+ Tier-1 sources: McKinsey, BCG, Gartner, WEF, gov. Outputs research_raw.md with tier-tagged citations.
Analyst + Compliance in parallel
Opus extracts 3-5 insights with a balance review (1-10 score, rewrite under 7). Sonnet runs independent fact-checking and tier compliance. Both outputs merge before slide design.
Slide Creator (Opus)
Writes the narrative. Produces slide_outline, slide_content, and slide_design JSON. Each slide is treated as a design brief, not a summary paragraph.
QA Reviewer (Sonnet)
Checklist review across compliance and structure. On NEEDS-REVISION, loops back to the Slide Creator once.
Slide Builder + Drive upload
Sonnet renders the .pptx, runs programmatic QA on every slide, uploads via gws straight to the client's Drive. Half-day of desk research replaced by one command.
Inspectable, overridable, re-runnable
Every step writes a file you can open and edit. If the analysis is off, fix analysis.md and re-run from step 3, no need to redo the research. The pipeline is a chain of artefacts, not a black box.
Why six agents
Specialisation beats a single monolithic prompt. A focused QA agent catches compliance issues before they reach the rendered deck. A slide design agent treats each slide as a design brief, not a summary paragraph. Each agent ships structured JSON or Markdown that the next agent consumes verbatim, so a failure is isolated and retriable.
Model assignment
- Opus: Researcher, Analyst, Slide Creator. Tasks that need judgment (search strategy, strategic synthesis, narrative structure).
- Sonnet: Compliance Reviewer, QA Reviewer, Slide Builder. Tasks that benefit from speed and checklist reliability.