kata-pov-feedback-attach

Define measurable feedback loops for engineering agent PoVs with HITL or objective metrics.

Updated Sep 3, 2025
One-click install
npx skills add https://github.com/guardiatechnology/design-system --skill kata-pov-feedback-attach
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: kata-pov-feedback-attach
Source: https://github.com/guardiatechnology/design-system/tree/main/.claude/skills/kata-pov-feedback-attach
Command: npx skills add https://github.com/guardiatechnology/design-system --skill kata-pov-feedback-attach

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill prevents a PoV from becoming “fake documentation” by forcing you to attach a real feedback loop that either includes lightweight human-in-the-loop (HITL) approval signals or uses an objective, quantified metric.

Core Features & Use Cases

  • HITL or objective metric selection: Choose lightweight human approval/rejection/edit capture for consequential actions, or define an objective environment signal for advisory outputs (or both for Tier-1/2).
  • Operationalizes feedback collection: Specify how frequently feedback is captured/aggregated and how it is reviewed.
  • Defines pivot behavior with quantified thresholds: Set a windowed threshold that triggers a PoV re-scope via kata-pov-scope-define, distinct from discontinuation.
  • Persists feedback for downstream use: Writes feedback.md to the required docs/{context}/agents-pov/{agent}/ location with cross-links.

Quick Start

Ask an agent to read your pov.md, decide whether you need lightweight HITL, an objective metric, or both, and then generate the required feedback.md at docs/{context}/agents-pov/{agent}/feedback.md.

Frequently Asked Questions about kata-pov-feedback-attach

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

FAQPage Schema
How do I set up a measurable feedback loop for an engineering agent PoV?▼

To set up a measurable PoV feedback loop, define a lightweight human-in-the-loop approval process or select a quantified objective metric to capture operational signals and persist them in a feedback.md file.

What is the best way to trigger a PoV pivot review using quantified metrics?▼

Trigger a PoV pivot review by setting windowed thresholds on your aggregated feedback metrics, which initiates a re-scope via kata-pov-scope-define rather than discontinuing the project.

When do I need human-in-the-loop capture versus an objective metric for PoV feedback?▼

Use human-in-the-loop capture for consequential actions requiring approval or edit signals, and apply an objective metric for advisory outputs to quantify environment signals automatically.

How do I capture and aggregate HITL feedback on a regular cadence?▼

Capture and aggregate HITL feedback by specifying a collection frequency and review schedule within your engineering workflow, persisting technical capture details and cadence in feedback.md.

Does this PoV feedback mechanism integrate with existing observability value metrics?▼

Yes, the generated feedback.md includes a cross-reference to observability/value-metrics.md, integrating the defined feedback loop directly with your existing PoV value metrics documentation.

Can I use both HITL and objective metrics simultaneously for Tier-1 and Tier-2 agents?▼

Yes, you can select both lightweight human-in-the-loop approval signals and objective environment metrics simultaneously to capture comprehensive PoV feedback for Tier-1 and Tier-2 agents.