43 added, 11 removed. Audit A to A.
---
name: agentic-uncertainty-quantifier
- description: "Dual-process uncertainty scoring for memory and reflection depth"
- version: 1.0.0
+ description: >
+ Scores task uncertainty to calibrate memory depth and iteration count. Use w
+ hen stakes are high, facts are sparse, or user says quantify uncertainty, fa
+ st slow think, uncertainty score. Triggers: quantify uncertainty, fast slow
+ think,uncertainty score, how sure.
+ version: 1.1.0
author: Stijnman
license: MIT
metadata:
- hermes:
- tags: []
- related_skills: []
+ grok:
+ tags: [quantify uncertainty, fast slow think, uncertainty score, how sure]
+ related_skills: [self-refine-loop, semantic-memory-manager, deep-search-enabler]
+ compatibility: Grok agent; optional MCP and shell access
---
# Agentic Uncertainty Quantifier
- ## Overview
- Dual-process uncertainty scoring for memory and reflection depth. Triggers: 'quantify uncertainty', 'fast slow think', 'uncertainty score'. Controls memory retrieval and iteration count based on confidence.
-
## When to Use
- - quantify uncertainty, fast slow think, uncertainty score
- ## Common Pitfalls
- - No action specified yet.
+ - User says **quantify uncertainty** or task matches this capability
+ - User says **fast slow think** or task matches this capability
+ - User says **uncertainty score** or task matches this capability
+ - User says **how sure** or task matches this capability
+
+ ## Workflow
+
+ 1. Score epistemic uncertainty 0-10 (how much is unknown).
+ 2. Score procedural uncertainty 0-10 (how clear are the steps).
+ 3. High epistemic (>6): retrieve more context, run self-refine-loop.
+ 4. Low procedural (<4): ask clarifying questions before acting.
+ 5. Report scores and recommended depth to user.
+
+ ## Integrations
+
+ - `self-refine-loop`
+ - `semantic-memory-manager`
+ - `deep-search-enabler`
+
+ ## Error Handling
+
+ | Failure | Response |
+ |---------|----------|
+ | False confidence | Bias toward caution on destructive tasks. |
+
+ ## Gotchas
+
+ - Uncertainty > 7 on financial/deploy actions triggers hitl-approver.
+
+ ## Example
+
+ **Input:** User request matching triggers above.
+ **Output:** Structured result per workflow with integrations invoked as needed.