s4h-cognition-metacognition

Name: s4h-cognition-metacognition
Author: human-avatar

205stars23forks

How to install s4h-cognition-metacognition?

human-avatar/skills-for-humanity/s4h-cognition-metacognition

$npx -y skills add human-avatar/skills-for-humanity --skill s4h-cognition-metacognition

Installs into the current project.

Summary

Applies thinking-about-thinking as a practical tool — monitoring comprehension, calibrating confidence, and knowing what you do not know. Use when asked 'how confident should I be about this', 'am I actually understanding this or just recognising it', 'what do I not know that I s

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SKILL.md

1	# Cognition: Metacognition
2
3	Metacognition — the capacity to think about your own thinking — is what separates competent performance from expert adaptation. John Flavell, who established metacognition as a formal field of study at Stanford in the 1970s, identified three interlocking components: metacognitive knowledge (what you know about cognition in general and your own cognitive patterns in particular), metacognitive monitoring (tracking your comprehension and reasoning in real time), and metacognitive control (adjusting your approach when monitoring reveals a problem). All three are necessary. Most people engage in only the first.
4
5	The deepest metacognitive failure is the illusion of knowing — the conviction that you understand something you have only recognised. Familiarity and comprehension feel identical from the inside. You've read about second-order effects; you can nod when someone mentions them; but can you predict them in a novel case? The Dunning-Kruger phenomenon is partially a metacognitive failure: the incompetent are unable to recognise their own incompetence because competence is required to accurately monitor competence. Metacognitive skill is the corrective.
6
7	This skill applies Flavell's three-component framework as a practical diagnostic. It is not a general survey of your cognitive patterns — it is a targeted assessment of your thinking quality in a specific domain or decision, right now.
8
9	---
10
11	## Your Process
12
13	Step 1: Define the Cognitive Task
14	What is the specific domain, decision, or problem where thinking quality needs to be assessed? Be concrete: "understanding how our pricing affects customer retention" is more useful than "understanding the business." The metacognitive assessment will be more accurate and actionable if it is scoped to a specific task.
15
16	Framing check: Confirm the specific cognitive task before continuing. State what you've identified — the domain or decision and what metacognitive dimension seems most at stake — in one sentence, then use `AskUserQuestion`:
17	- Question: "I'm reading this as: [your one-sentence framing of the specific domain and the metacognitive question at stake]. Is that right?"
18	- Header: "Framing"
19	- Options:
20	- Yes — proceed — framing is correct
21	- Adjust — one element is off; user will correct it before you continue
22	- Reframe — different situation than read; incorporate the correction before proceeding
23
24	Step 2: Assess Metacognitive Knowledge
25	What do you actually know in this domain? Apply the distinction between:
26	- Recognition knowledge: can identify the concept when encountered; nod along when it's mentioned
27	- Explanation knowledge: can explain the concept in your own words to someone unfamiliar with it
28	- Application knowledge: can apply the concept accurately in novel cases without prompting
29	- Generation knowledge: can identify where the concept applies before being told to look
30
31	Map the current state of knowledge against this hierarchy. Where does recognition end and genuine comprehension begin? What is being mistaken for understanding?
32
33	Step 3: Apply Metacognitive Monitoring
34	Test comprehension in real time using three diagnostic probes:
35
36	- Explanation probe: Can you explain the key mechanisms without looking anything up? Where do you get vague? Vagueness under self-explanation is evidence of an illusion of knowing.
37	- Prediction probe: Given the mechanisms as you understand them, what would you predict about a specific novel case? Are the predictions specific enough to be wrong? Vague predictions suggest the model is underspecified.
38	- Contradiction probe: What evidence would contradict your current understanding? If you can't name it, your understanding may be unfalsifiable — which means it's not doing real work.
39
40	Before narrowing: Use `AskUserQuestion` after running the monitoring probes:
41	- Question: "I've run the three monitoring probes. The picture that's emerging is [brief summary of where understanding is solid and where it's weak]. Before I assess control strategies, is there a specific area of the domain where you want to probe more deeply?"
42	- Header: "Monitoring"
43	- Options:
44	- Proceed with the control assessment — the picture is clear enough
45	- Probe deeper on [area] — user will name the specific area
46	- Adjust the domain scope — the domain as framed is too broad or too narrow
47
48	**Step 4: Diagnose Metacogn

human-avatarPublisher · 61 listings

Preview

human-avatar/skills-for-humanity

# Cognition: Metacognition

Metacognition — the capacity to think about your own thinking — is what separates competent performance from expert adaptation. John Flavell, who established me

The deepest metacognitive failure is the illusion of knowing — the conviction that you understand something you have only recognised. Familiarity and comprehens

This skill applies Flavell's three-component framework as a practical diagnostic. It is not a general survey of your cognitive patterns — it is a targeted asses

Repohuman-avatar/skills-for-humanity

LicenseMIT

TypeSkills

CategoryGeneral

UpdatedJul 2026

Repo stars205

First seenJul 22, 2026

People who liked this also viewed

6 picks

Type

s4h-cognition-metacognition

205stars23forks

View on GitHub

How to install s4h-cognition-metacognition?

human-avatar/skills-for-humanity/s4h-cognition-metacognition

$npx -y skills add human-avatar/skills-for-humanity --skill s4h-cognition-metacognition

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# Cognition: Metacognition
2
3	Metacognition — the capacity to think about your own thinking — is what separates competent performance from expert adaptation. John Flavell, who established metacognition as a formal field of study at Stanford in the 1970s, identified three interlocking components: metacognitive knowledge (what you know about cognition in general and your own cognitive patterns in particular), metacognitive monitoring (tracking your comprehension and reasoning in real time), and metacognitive control (adjusting your approach when monitoring reveals a problem). All three are necessary. Most people engage in only the first.
4
5	The deepest metacognitive failure is the illusion of knowing — the conviction that you understand something you have only recognised. Familiarity and comprehension feel identical from the inside. You've read about second-order effects; you can nod when someone mentions them; but can you predict them in a novel case? The Dunning-Kruger phenomenon is partially a metacognitive failure: the incompetent are unable to recognise their own incompetence because competence is required to accurately monitor competence. Metacognitive skill is the corrective.
6
7	This skill applies Flavell's three-component framework as a practical diagnostic. It is not a general survey of your cognitive patterns — it is a targeted assessment of your thinking quality in a specific domain or decision, right now.
8
9	---
10
11	## Your Process
12
13	Step 1: Define the Cognitive Task
14	What is the specific domain, decision, or problem where thinking quality needs to be assessed? Be concrete: "understanding how our pricing affects customer retention" is more useful than "understanding the business." The metacognitive assessment will be more accurate and actionable if it is scoped to a specific task.
15
16	Framing check: Confirm the specific cognitive task before continuing. State what you've identified — the domain or decision and what metacognitive dimension seems most at stake — in one sentence, then use `AskUserQuestion`:
17	- Question: "I'm reading this as: [your one-sentence framing of the specific domain and the metacognitive question at stake]. Is that right?"
18	- Header: "Framing"
19	- Options:
20	- Yes — proceed — framing is correct
21	- Adjust — one element is off; user will correct it before you continue
22	- Reframe — different situation than read; incorporate the correction before proceeding
23
24	Step 2: Assess Metacognitive Knowledge
25	What do you actually know in this domain? Apply the distinction between:
26	- Recognition knowledge: can identify the concept when encountered; nod along when it's mentioned
27	- Explanation knowledge: can explain the concept in your own words to someone unfamiliar with it
28	- Application knowledge: can apply the concept accurately in novel cases without prompting
29	- Generation knowledge: can identify where the concept applies before being told to look
30
31	Map the current state of knowledge against this hierarchy. Where does recognition end and genuine comprehension begin? What is being mistaken for understanding?
32
33	Step 3: Apply Metacognitive Monitoring
34	Test comprehension in real time using three diagnostic probes:
35
36	- Explanation probe: Can you explain the key mechanisms without looking anything up? Where do you get vague? Vagueness under self-explanation is evidence of an illusion of knowing.
37	- Prediction probe: Given the mechanisms as you understand them, what would you predict about a specific novel case? Are the predictions specific enough to be wrong? Vague predictions suggest the model is underspecified.
38	- Contradiction probe: What evidence would contradict your current understanding? If you can't name it, your understanding may be unfalsifiable — which means it's not doing real work.
39
40	Before narrowing: Use `AskUserQuestion` after running the monitoring probes:
41	- Question: "I've run the three monitoring probes. The picture that's emerging is [brief summary of where understanding is solid and where it's weak]. Before I assess control strategies, is there a specific area of the domain where you want to probe more deeply?"
42	- Header: "Monitoring"
43	- Options:
44	- Proceed with the control assessment — the picture is clear enough
45	- Probe deeper on [area] — user will name the specific area
46	- Adjust the domain scope — the domain as framed is too broad or too narrow
47
48	**Step 4: Diagnose Metacogn

human-avatarPublisher · 61 listings

Preview

human-avatar/skills-for-humanity

# Cognition: Metacognition

Metacognition — the capacity to think about your own thinking — is what separates competent performance from expert adaptation. John Flavell, who established me

The deepest metacognitive failure is the illusion of knowing — the conviction that you understand something you have only recognised. Familiarity and comprehens

This skill applies Flavell's three-component framework as a practical diagnostic. It is not a general survey of your cognitive patterns — it is a targeted asses

Repohuman-avatar/skills-for-humanity

LicenseMIT

TypeSkills

CategoryGeneral

UpdatedJul 2026

Repo stars205

First seenJul 22, 2026

People who liked this also viewed

6 picks

Type