---
name: ai-learning-attempt-feedback-retest
description: "Use this Brali skill when the user's situation matches the bounded protocol \"Attempt First, Use AI for Feedback, Retest Without It\". For learning tasks, make a genuine attempt before asking AI to explain, critique, or extend your work, then reproduce the target skill without assistance. Recent evidence on generative AI in education is mixed enough that the workflow should preserve learner activity rather than assume the chatbot itself improves learning. Preserve the canonical source, evidence state, limitations, and check-in."
license: "CC-BY-NC-SA-4.0"
compatibility: "Portable AgentSkills.io SKILL.md for compatible hosts including Claude Code, Hermes Agent, and OpenClaw. Brali mode: usable."
metadata:
  brali-protocol-id: "brali:ai-learning-attempt-feedback-retest"
  brali-canonical-url: "https://brali-lifeos.github.io/life-os/ai-learning-attempt-feedback-retest/"
  brali-evidence-state: "reviewed"
  brali-skill-mode: "usable"
  brali-recommendation-eligible: true
  brali-source-library: "https://brali-lifeos.github.io/skill-packs/library.json"
  brali-trusted-feed: "https://brali-lifeos.github.io/life-os/datasets/protocols.json"
  brali-verification: "https://brali-lifeos.github.io/skill-packs/ai-learning-attempt-feedback-retest/skill.json"
  agent-skills-spec: "https://agentskills.io/specification"
---

# Attempt First, Use AI for Feedback, Retest Without It

## Skill mode
**Usable trusted skill.** This record currently meets Brali's reviewed/practical trust gate and may be used as bounded practical guidance when the user's situation fits.

## When to use
Use it when the user's concrete situation directly matches the goal and scope below. Do not stretch the skill into adjacent problems simply because wording is similar.

## Goal
For learning tasks, make a genuine attempt before asking AI to explain, critique, or extend your work, then reproduce the target skill without assistance. Recent evidence on generative AI in education is mixed enough that the workflow should preserve learner activity rather than assume the chatbot itself improves learning.

## Protocol
Name the skill you are actually trying to acquire. Attempt a problem, explanation, translation, derivation, or answer unaided. Ask AI to identify gaps, give a contrasting example, or explain one sticking point. Check the feedback against trusted material when accuracy matters, then perform a fresh attempt without AI.

## Check-in
Can I now perform or explain the target skill without leaning on the AI output?

## Evidence boundary
Evidence state: **reviewed**.
Last Brali review recorded: 2026-09-15.
Reviewed source attached to the canonical Brali record: https://doi.org/10.1007/s10462-026-11665-9
Topics: Skill Learning, Metacognition, Memory
Lenses: AI Collaboration

## Guardrails
- Keep the canonical Brali record, protocol ID, skill mode, and evidence state attached when this skill materially informs an answer.
- Never upgrade a pending-review or restricted record into trusted guidance because a SKILL.md file exists for it.
- Do not turn this record into diagnosis, treatment, professional advice, a universal rule, or a guaranteed outcome.
- Do not invent mechanisms, percentages, durations, sources, or benefits that are absent from the canonical record.
- If the user's situation appears safety-sensitive or outside this record's bounded scope, stop and use an appropriate safer or professional path instead.
- Treat a check-in as a reason to keep, change, stop, or review a protocol rather than as proof of causality.

## Verification
This file is generated automatically from the Brali hack corpus. Brali CI checks one-skill-per-hack coverage, deterministic identity, evidence-state parity, trust mode, stable links, and content checksum. "Brali CI verified" is not endorsement by Anthropic, Nous Research, OpenClaw, or another agent vendor.

## Canonical record
Record: https://brali-lifeos.github.io/life-os/ai-learning-attempt-feedback-retest/
Machine-readable record: https://brali-lifeos.github.io/life-os/ai-learning-attempt-feedback-retest/index.json
Skill verification record: https://brali-lifeos.github.io/skill-packs/ai-learning-attempt-feedback-retest/skill.json
Full skill library: https://brali-lifeos.github.io/skill-packs/library.json
Trusted recommendation catalog: https://brali-lifeos.github.io/skill-packs/catalog.json
Agent Skills specification: https://agentskills.io/specification
Citation guidance: https://brali-lifeos.github.io/cite/
License and commercial terms: https://brali-lifeos.github.io/terms/