fill-cards

Synthesize investigation findings into a structured Shortcut card draft for approval.

Updated Aug 23, 2026

Search Tags:#planning #evidence #investigate #shortcut #product-management #data-sources #card-drafting

Ready to run

npx skills add https://github.com/paulyokota/FeedForward --skill fill-cards

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: fill-cards
Source: https://github.com/paulyokota/FeedForward/tree/main/.claude/skills/fill-cards
Command: npx skills add https://github.com/paulyokota/FeedForward --skill fill-cards

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Investigation-driven card grooming — investigate across data sources, synthesize findings into card content, and present for approval. The goal is a complete draft that Paul can review and approve before pushing to Shortcut.

Core Features & Use Cases

Surface findings from multiple data sources (Intercom, PostHog, codebase, Slack, Jam) and synthesize into a complete card draft.
Provide a structured, review-ready artifact that includes sections, story links, and approval notes for a single-card workflow.
Ensure a thorough, human-in-the-loop process with explicit pre-flight checks and governance before shipping.

Quick Start

Review a card, perform targeted investigations across data sources, synthesize findings into a draft, and present it for Paul's approval.

Frequently Asked Questions about fill-cards

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

FAQPage Schema

How do I create Shortcut card drafts from product investigation data?▼

Creating Shortcut card drafts from investigation data involves surfacing findings from Intercom, PostHog, codebase, Slack, and Jam. The process synthesizes this evidence into a structured, review-ready artifact with sections, story links, and approval notes before shipping.

What is investigation-driven card grooming for product management?▼

Investigation-driven card grooming is the process of investigating across data sources, synthesizing findings into card content, and presenting a complete draft for human-in-the-loop approval before pushing to Shortcut.

How do I document evidence and approval steps for Shortcut project cards?▼

Documenting evidence and approval steps for Shortcut project cards requires assembling a structured card draft with sections and links. The process records decisions and artifacts for traceability, ensuring plan, evidence, and approval steps are verified before shipping.

Can I synthesize findings from Intercom, PostHog, and Slack into a single card draft?▼

Yes, you can synthesize findings from Intercom, PostHog, codebase, Slack, and Jam into a single card draft. The process targets these data sources to surface findings and assembles them into a complete, review-ready artifact.

Do I need pre-flight checks before pushing investigation drafts to Shortcut?▼

Yes, pre-flight checks are required before pushing investigation drafts to Shortcut. The process ensures a thorough, human-in-the-loop workflow with explicit governance, meaning a reviewer must approve the structured draft before shipping.

What is the best way to ensure traceability for product management card drafts?▼

Ensuring traceability for product management card drafts requires recording decisions and artifacts within the assembled draft. The process identifies sources, structures sections with links, and documents the plan and evidence for complete traceability.