How do I install the Hypothesis Formation Quality Gate Check skill?

Run npx skillmds@latest add yogsoth-ai/hypothesis-formation-quality-gate-check in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the Hypothesis Formation Quality Gate Check skill do?

Shared SOP: General quality-gate check (format completeness, logical consistency) It is listed under Coding & Dev Tools on SkillMD.

Is Hypothesis Formation Quality Gate Check safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Hypothesis Formation Quality Gate Check?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Hypothesis Formation Quality Gate Check free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Hypothesis Formation Quality Gate Check?

yogsoth-ai (@yogsoth-ai) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Hypothesis Formation Quality Gate Check by yogsoth-ai

Name: Hypothesis Formation Quality Gate Check
Author: yogsoth-ai

File contents

Quality Gate Check

General quality-gate check — verify the format completeness and logical consistency of a deliverable.

HARD-GATE

Pipeline

Precondition check: Is the deliverable non-empty
Format completeness: Does it contain all required fields
Logical consistency: Are the parts contradictory
Citation completeness: Do the cited sources exist
Actionability: Is the deliverable specific and executable enough
Overall determination: PASS / FAIL
Output: Determination + issue list (if any)

Check Dimensions

Dimension	What is checked	FAIL condition
Format completeness	Are all required fields present	Missing required fields
Logical consistency	Are the parts contradictory	Internal contradiction exists
Citation completeness	Are cited sources traceable	Citation cannot be verified
Actionability	Is it specific enough	Too abstract to execute
Unambiguity	Are there multiple interpretations	Key terms are ambiguous

Output Format

Judgment: PASS / FAIL
Issues found: [count]
Issue list:
  1. [dimension]: [specific issue] — [correction suggestion]
  2. ...
Severity: CRITICAL / MINOR (per issue)

Frequently asked questions

Hypothesis Formation Quality Gate Check