askgpt-governor

Gate and submit Oracle consultations for unresolved major scientific decisions.

Updated Aug 18, 2026
One-click install
npx skills add https://github.com/Nitrogen216/awesome-dsh-mods --skill askgpt-governor-nitrogen216
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: askgpt-governor
Source: https://github.com/Nitrogen216/awesome-dsh-mods/tree/main/modes/dsh-autoresearch/skills/askgpt-governor
Command: npx skills add https://github.com/Nitrogen216/awesome-dsh-mods --skill askgpt-governor-nitrogen216

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Autonomous research pipelines can over-escalate routine questions to an external Oracle advisor, wasting consultations and creating inconsistent decision records. This Skill enforces a strict eligibility gate so that only genuinely unresolved, high-impact scientific decisions trigger an Oracle/ChatGPT Pro consultation. ## Core Features & Use Cases - Five-Condition Eligibility Gate: Returns consult_oracle only when a concrete pending decision has two or three defensible alternatives, material consequences, exhausted local evidence, and an actionable recommendation path; otherwise returns continue_local. - Consult-Once Deduplication: Assigns semantic decision ids (e.g., mapping:mechanism-family:v1) and reuses recorded advice when no new evidence changes the alternatives. - Bounded Evidence Packets: Prepares a structured packet with alternatives, baseline and literature evidence, unresolved uncertainty, and one to eight workspace-relative evidence files before invoking the oracle_governor runtime tool. - Use Case: During an autonomous research run, a phase skill cannot decide between two literature-supported mechanism families that determine the central hypothesis; this Skill validates eligibility, submits one bounded Oracle consultation, and records the recommendation in research/CONTRIBUTION_MAP.md. ## Quick Start Ask the agent to evaluate whether the current unresolved research decision qualifies for an Oracle consultation and, if eligible, submit it through the oracle_governor tool.

Frequently Asked Questions about askgpt-governor

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

FAQPage Schema
When should an AI research agent consult an external Oracle advisor?▼

Consult only when one concrete decision is pending, two or three scientifically defensible alternatives remain, the choice materially changes the research direction or claims, local evidence and primary literature cannot resolve it, and a recommendation changes the immediate next action.

How do I prevent duplicate Oracle consultations for the same decision?▼

Assign a short semantic decision id such as mapping:mechanism-family:v1 and search the artifact that owns the choice. If that id already has an Oracle session and no new evidence changes the alternatives, reuse the recorded advice instead of consulting again.

What decisions should not be escalated to an external advisor?▼

Routine screen or confirmation failures, implementation debugging, hyperparameter tuning, job monitoring, literature summarization, formatting, copyediting, and previously consulted decisions all return continue_local without loading Oracle.

What evidence is required before submitting an Oracle consultation?▼

Prepare a bounded packet with the decision id, exact decision, enumerated material consequence, alternatives, baseline and code evidence, primary-literature evidence, unresolved uncertainty, immediate actions per alternative, and one to eight workspace-relative evidence files.

What happens if the Oracle advisor is unavailable?▼

Continue with bounded local reasoning or ask the user when the choice is user-owned. Do not edit provider configuration, expose credentials, switch models or APIs, or block unrelated pipeline work.