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dimagi-internal
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synthetic-walkthrough-spec

Generate persona-specific walkthrough YAML specs for Connect synthetic data demos.

1|2|Updated Apr 1, 2026
Search Tags:#synthetic-data#demo-generation#ace-phase7#canopy-walkthrough#synthetic-walkthrough#persona-specs#opportunity-demo
One-click install
npx skills add https://github.com/dimagi-internal/ace --skill synthetic-walkthrough-spec
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: synthetic-walkthrough-spec
Source: https://github.com/dimagi-internal/ace/tree/main/skills/synthetic-walkthrough-spec
Command: npx skills add https://github.com/dimagi-internal/ace --skill synthetic-walkthrough-spec

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates the manual effort of creating aligned, persona-specific walkthrough specifications for synthetic data demonstrations of Connect opportunities, ensuring demo narratives match target stakeholder priorities and seeded synthetic data points.

Core Features & Use Cases

  • Persona-aligned spec generation: Creates unique walkthrough YAML specs for each target persona (e.g., prospective LLOs, funders) using both canned plugin personas and opportunity-specific persona overlays.
  • Manifest-driven wow moments: Ensures every demo scene references concrete seeded data points (named FLWs, anomaly markers, KPI thresholds) to produce credible, evaluable walkthroughs that pass downstream AI quality checks.
  • Workflow deep-link integration: Automatically uses saved-run render links for workflow dashboard scenes to capture polished per-FLW views instead of generic run picker interfaces. Use case: For a new Connect opportunity, generate tailored walkthrough specs for funder and LLO stakeholders that highlight relevant synthetic data insights without manual configuration of scene details or data references.

Quick Start

Use the synthetic-walkthrough-spec skill to generate per-persona walkthrough specs for your current Connect opportunity.

Frequently Asked Questions about synthetic-walkthrough-spec

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate persona-specific walkthrough specs for synthetic data demos?▼

Generate persona-specific walkthrough specs by creating per-persona YAML specifications that align demo narratives with target stakeholder priorities and seeded synthetic data points. This eliminates manual alignment of narrative plans with audience priorities.

What is a canopy walkthrough YAML specification used for in Connect opportunity demos?▼

A canopy walkthrough YAML specification defines evaluable demo scenes for Connect opportunities, featuring concrete wow moments, falsifiable AI quality assertions, and correct workflow render deep-links for downstream demo execution.

How do I align synthetic demo narratives with seeded data points for different personas?▼

Align demo narratives with seeded data points using manifest-driven spec generation that references concrete synthetic data markers like named FLWs, anomaly markers, and KPI thresholds to produce credible, evaluable walkthroughs.

Can I use canned plugin personas and opportunity-specific overlays to generate walkthrough specs?▼

Yes, walkthrough spec generation supports both canned plugin personas and opportunity-specific persona overlays to create unique walkthrough YAML specs tailored to each target audience like prospective LLOs or funders.

Does walkthrough spec generation integrate workflow dashboard render links for polished FLW views?▼

Yes, walkthrough spec generation automatically uses saved-run render links for workflow dashboard scenes to capture polished per-FLW views instead of generic run picker interfaces during downstream demo execution.

When do I need synthetic walkthrough specs in the ACE Phase 7 Stage 2 workflow?▼

You need synthetic walkthrough specs in ACE Phase 7 Stage 2 workflows when operators require evaluable specs tied to narrative plans, persona catalogs, and synthetic data manifests to execute downstream demos.

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