Claims

The largest self-efficacy effect sizes in the pilot appeared on advanced features such as setting up hooks and creating skills

Claim · All claims
Evidence · 1 study · causal r? · q2 · i3 large
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims

Reading the evidence codes

q is the design tier, i the impact, n the sample, and the kind with its r the rigour judged within that kind: what each code means.

This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.

q2 i3 The largest effect sizes were on advanced features: setting up hooks (d= 2.79), creating skills (d= 2.55), and understanding hooks (d= 2.18). → Zain Naboulsi 2026

Evidence

Zain Naboulsi 2026

Zain Naboulsi. (2026). Agentic Education: Using Claude Code to Teach Claude Code. arXiv. https://arxiv.org/abs/2604.17460 doi:10.48550/arxiv.2604.17460

q2 · i3 · causal · r?

Per-item results from the within-subjects pilot (n=27). The article reports "the largest effect sizes appear onadvanced features" with d= 2.79 for setting up hooks, d= 2.55 for creating skills, and d= 2.18 for understanding hooks.

"the largest effect sizes appear onadvanced features: setting up hooks (d= 2.79), creating skills (d= 2.55), and understanding hooks (d= 2.18)."

Discussion

Page metadata
Field Value
type claim
id cc-self-train-largest-gains-advanced-features
title The largest self-efficacy effect sizes in the pilot appeared on advanced features such as setting up hooks and creating skills
description The largest self-efficacy effect sizes in the pilot appeared on advanced features such as setting up hooks and creating skills
status review
evidence_strength moderate
newest_evidence 2026
generated by process:wiki-ingest on 2026-10-10
trust unverified — no one has confirmed this page's content
sources 1 — zain-naboulsi-2026

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