signalproof-cut-chase

Compress verbose reports into decision-ready summaries preserving evidence and uncertainty.

Updated Aug 15, 2026
One-click install
npx skills add https://github.com/docreo/Signalproof-Skills --skill signalproof-cut-chase-docreo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: signalproof-cut-chase
Source: https://github.com/docreo/Signalproof-Skills/tree/main/skills/signalproof-cut-chase
Command: npx skills add https://github.com/docreo/Signalproof-Skills --skill signalproof-cut-chase-docreo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Long, repetitive, or noisy reports bury the conclusion and slow down decisions. This Skill distills complex material into a bottom-line summary that keeps material evidence, uncertainty, blockers, and authority boundaries intact, so the reader can act faster without losing truth. ## Core Features & Use Cases - Salience Compression: Leads with the conclusion, removes throat-clearing and repetition, and keeps only facts that change understanding or action. - Structured Output: Produces a Bottom line, What matters, Action note, and an optional Watch/blocker section only when a real dependency or risk exists. - Safety-Aware Summarization: Expands instead of compressing around irreversible actions, security risk, ambiguous authority, or unresolved failures, and never upgrades a partial PASS into a PASS. - Use Case: After a long debugging session with mixed test results, ask for the bottom line and receive a compact summary stating what passed, what is blocked, and the exact next action. ## Quick Start Ask the assistant to cut to the chase and give the bottom line on the current report or discussion.

Frequently Asked Questions about signalproof-cut-chase

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

FAQPage Schema
How do I get a concise bottom-line summary of a long report?▼

Ask to cut to the chase on the material. The output leads with the conclusion in one to three sentences, lists only decision-relevant facts, and ends with an explicit action note or states that no action is required.

What is the best way to summarize test or acceptance results without losing failures?▼

Use a salience-compression pass that preserves failed gates and uncertainty. Partial passes are never upgraded to a PASS, and blockers such as unavailable dependencies stay visible in the summary.

Does summarizing preserve evidence and uncertainty?▼

Yes. Material numbers, versions, dates, evidence classes, and constraints survive compression, and proven, inferred, proposed, and unknown states stay separated. Only low-value repetition and setup are removed.

When should I not compress a technical summary?▼

Avoid compression for irreversible actions, security or credential risk, ambiguous authority, conflicting evidence, or sequence-sensitive steps. In those cases the summary expands enough to stay safe and complete.

Does a concise summary mode persist across the conversation?▼

No. Each invocation applies only to the current requested material. It does not become a permanent conversation style unless the user explicitly asks for a persistent mode.