garethmanning/education-agent-skills

1

multi-perspective-decision-wheel Structure a decision or design challenge through multiple perspectives before committing to action. Use as a synthesi…

garethmanning/education-agent-skills

89

2

scoping-for-transformative-learning-inquiry Define the scope and purpose of a complex inquiry before mapping or futures work begins. Use when a class or group ne…

garethmanning/education-agent-skills

89

3

stuck-and-error-diagnosis-coach When a learner gets something wrong or feels stuck, require them to diagnose the problem before receiving help. Ensur…

garethmanning/education-agent-skills

89

4

unassisted-evidence-checkpoint After scaffolded practice, run an unassisted check with no AI help. Use to distinguish supported performance from wha…

garethmanning/education-agent-skills

89

5

retrieve-first-gate Before any explanation or answer, require the learner to produce a free-recall attempt and confidence rating. Use whe…

garethmanning/education-agent-skills

88

6

three-horizons-learning-transition-mapper Map a scoped topic across three coexisting horizons — current system under strain (H1), preferred future (H3), and tr…

garethmanning/education-agent-skills

88

7

productive-failure-protocol Stage exploration before instruction on complex problems. The learner produces two attempted approaches before consol…

garethmanning/education-agent-skills

87

8

srl-session-wrapper Wrap a learning session in a plan → monitor → reflect cycle. Use at the start of any substantial study session to set…

garethmanning/education-agent-skills

87

9

confidence-calibration-check Capture confidence ratings before and after a learning attempt to identify overconfidence and underconfidence pattern…

garethmanning/education-agent-skills

85

10

explain-first-interrogator Require the learner to explain a concept in their own words before the AI evaluates or extends it. Ensures the AI wor…

garethmanning/education-agent-skills

85

11

weekly-agency-review Review the week using accumulated session evidence — retrieval rates, hint depths, calibration accuracy, transfer and…

garethmanning/education-agent-skills

85

12

transfer-bridge After the learner demonstrates understanding of a concept, present near-transfer and far-transfer challenges. Use to …

garethmanning/education-agent-skills

84

13

ai-claim-checker After any AI-generated explanation, require the learner to identify one place it could be wrong, one thing to check, …

garethmanning/education-agent-skills

83

14

fading-manager Track performance across sessions and reduce scaffolding as competence grows. Makes fading visible — the learner know…

garethmanning/education-agent-skills

83

15

discipline-specific-critical-thinking-task-designer Design discipline-specific critical thinking tasks grounded in knowledge-contingent reasoning rather than generic ski…

garethmanning/education-agent-skills

57

16

threshold-concept-kud-translator Translate a threshold concept from disciplinary language into developmentally appropriate Know/Understand/Do for a sp…

garethmanning/education-agent-skills

6