Skip to content
Back to skills

Researcher Ambiguity Gate

ASecurity

Use when the research goal, evaluation target, scope, resources, timeline, or decision criteria are ambiguous, conflicting, or not operationally testable.

  • 390 stars
  • 0 votes
  • 0 copies
  • 2 views
  • Added June 6, 2026
ai-agentsgo

Security analysis

A100/100

Scanned June 6, 2026

npx -y skills add SpectrAI-Initiative/InnoClaw --skill researcher-ambiguity-gate --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Researcher Ambiguity Gate?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Researcher Ambiguity Gate
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/spectrai-initiative-researcher-ambiguity-gate/badge)](https://www.skillsdirectory.com/skills/spectrai-initiative-researcher-ambiguity-gate)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: "Researcher Ambiguity Gate"
slug: "researcher-ambiguity-gate"
description: "Use when the research goal, evaluation target, scope, resources, timeline, or decision criteria are ambiguous, conflicting, or not operationally testable."
allowed-tools:
  - readFile
  - grep
---

# Researcher Ambiguity Gate

Use this skill whenever proceeding would require hidden assumptions. This is a planning safety gate, not a generic Q&A mode.

## Trigger Conditions

- The user goal is broad but not operationalized.
- Success metrics are missing or vague.
- Timeline or resource assumptions are undefined.
- Experimental scope and literature scope conflict.
- A later-stage task depends on an unconfirmed earlier-stage decision.

## Required Behavior

1. State the ambiguity precisely.
2. Explain which decision it blocks.
3. Ask the smallest set of targeted clarification questions needed to unblock safe planning.
4. If a safe partial plan is still possible, clearly mark the frozen boundary between confirmed and unconfirmed scope.

## Quality Rules

- Questions must be concrete and decision-relevant.
- Avoid broad prompts such as "please clarify more details."
- Do not ask questions whose answers can be recovered from existing context.
- Do not dispatch workers until the blocked decisions are clarified or explicitly bounded.

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.