skeptic-communicate

Translate evaluation outputs into audience-ready deliverables with preserved caveats.

Updated Apr 9, 2026
One-click install
npx skills add https://github.com/Filivignaga/skeptic --skill skeptic-communicate
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skeptic-communicate
Source: https://github.com/Filivignaga/skeptic/tree/main/codex/skeptic-communicate
Command: npx skills add https://github.com/Filivignaga/skeptic --skill skeptic-communicate

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Skeptic-communicate packages only the claims that survived evaluation for the intended audience, preventing claim inflation and boundary widening. It ensures fidelity to upstream handoffs and preserves caveats for the audience.

Core Features & Use Cases

  • Translates evaluation outcomes into audience-appropriate language and structure.
  • Maintains boundary discipline, preserving mandatory caveats and limitations.
  • Produces audience-facing deliverables with a compact canonical state and optional companion files for uncertainty and visuals.
  • Use after 06_evaluation to prepare final communication deliverables or run skeptic communicate --auto for autonomous cycles.

Quick Start

Run skeptic communicate --auto to execute the terminal stage automatically.

Frequently Asked Questions about skeptic-communicate

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

FAQPage Schema
How do I package evaluated claims into audience-ready deliverables without losing caveats?

Packaging evaluated claims into audience-ready deliverables requires translating evaluation outcomes into audience-appropriate language while preserving mandatory caveats and limitations. This prevents claim inflation and maintains boundary discipline. It produces a compact canonical state with optional companion files for uncertainty and visuals.

What is boundary discipline in communication deliverables?

Boundary discipline in communication deliverables ensures fidelity to upstream evaluation handoffs by preventing claim inflation and boundary widening. It enforces that no new analysis is added during packaging, preserving necessary caveats and limitations for the identified audience.

How do I automatically generate audience-facing reports from evaluation outputs?

You can automatically generate audience-facing reports from evaluation outputs by running the terminal communication stage in an autonomous cycle. This executes the translation of evaluated claims into structured, readable output without requiring manual intervention.

Do I need to run an evaluation stage before preparing audience-facing communication?

Yes, you need to run an evaluation stage before preparing audience-facing communication. The communication process packages only the claims that survived evaluation, requiring upstream evaluate-stage outputs as input to translate results into audience-appropriate output.

Can I add new analysis when translating evaluation results for my audience?

No, you cannot add new analysis when translating evaluation results for your audience. The process enforces boundary discipline by strictly preserving fidelity to upstream handoffs, packaging surviving claims without adding new analytical content or widening boundaries.