AI PBL Bootcamp · Free · Three Mondays from 26 October
Assess

Draft formative feedback from verified evidence

Feedback across many products becomes generic, excessive or disconnected from the learner’s next action.

AI does

Drafting, variation and consistency checking.

You do

Diagnose learning, maintain the relationship and close the feedback loop.

1

Research

Why this matters, and what good looks like

EEF warns that poorly designed feedback can harm progress and consume time unproductively. DfE notes that generative AI may produce inaccurate, unsafe, biased or decontextualized content. Teachers therefore select evidence, diagnose learning and decide how the learner will use feedback.

These receipts support feedback safeguards, not AI feedback accuracy or workload savings. They do not establish how often AI feedback fails. UK guidance is not Belgian school policy. This method drafts new wording from evidence in scratch mode; it does not assume an existing feedback note.

  • Start from teacher-selected, verified evidence.
  • Link wording to one learning intention or criterion.
  • Keep one usable next action.
  • Separate strength from the evidence's limit.
  • Plan the next opportunity to use feedback.

Where the evidence comes from

Strong for feedback practice; AI benefit limited/early.

2

Workflow

Brief it, steer it, check it
  1. Confirm the evidence boundary

    Select the excerpt and diagnose the learning yourself. Never enter personal data, confidential records or identifiable work into AI tools. A bounded agent may draft only your preselected, prediagnosed evidence after approval; it cannot triage work or diagnose learning.

    Prompt 1 · Evidence boundary
    CONTEXT
    Learning intention or criterion: [paste exact text].
    Teacher-selected non-identifying work excerpt and teacher-verified supporting evidence: [paste exact text].
    Relevant task context: [paste it].
    Teacher diagnosis, uncertainty and need for direct interaction: [paste decisions].
    Teacher permission/privacy confirmation and approval to draft this case: [paste decisions or unknown].
    
    REQUEST
    Separate quoted verified evidence, attributed teacher interpretation and unknowns. Check whether the supplied teacher decisions permit drafting. HOLD if evidence selection, diagnosis, privacy, permission or drafting approval is missing, or direct interaction is required first.
    
    QUALITY BAR
    Never select new evidence, triage work or diagnose learning. Do not infer effort, intent, ability, motivation or authorship. Add no evidence or grades. Missing information stays unknown. Approval here permits drafting only, never release.
    
    FORMAT
    Three blocks: verified evidence with exact work/source quotes; teacher interpretation with exact teacher quotes; unknowns or needs conversation. Then separate gate lines for teacher selection, diagnosis, privacy, permission, drafting approval and direct interaction; each needs a source quote and HOLD or draft-only status.
  2. Draft focused feedback

    Use only the checked boundary after teacher approval. Choose statement or question wording for the same single next action. A written note and audio script are alternatives, not two tasks for the learner.

    Prompt 2 · Feedback draft
    CONTEXT
    Checked evidence boundary and teacher drafting approval: [paste full record].
    Exact work/source text and teacher diagnosis: [paste them].
    Learning intention or criterion: [paste it].
    Previous feedback: [paste it or none].
    Next opportunity, time and support: [paste details].
    Teacher-selected single next action: [paste one action].
    Teacher-selected wording option, tone and access requirements: [statement or question; add requirements].
    
    REQUEST
    Draft one evidence-linked strength, one boundary and exactly one actionable next step. Use the teacher's selected statement or question wording. Produce written and audio alternatives with the same content.
    
    QUALITY BAR
    HOLD for missing approval, unsupported diagnosis, a required conversation, an infeasible action or multiple actions. Do not split a bundled task into hidden extra verbs or add substeps. Ask the teacher to narrow it. Use only supplied evidence, context and teacher choices. Add no grade, trait, prediction or diagnosis.
    
    FORMAT
    Written note and audio script, each three labelled lines: strength; boundary; next step. Then provenance table: exact output sentence | exact work/source or teacher-decision quote | learning-intention link. Mark teacher approval required before release.
  3. Check accuracy and load

    Check quotations and the action count in both versions. Unsupported, inaccurate, overwhelming or relationship-replacing feedback blocks release. Retain the original draft; record teacher edits separately and rerun the audit before approval.

    Prompt 3 · Feedback audit
    CONTEXT
    Exact work/source text, teacher diagnosis and checked boundary: [paste all].
    Draft written note and audio script: [paste exact drafts].
    Learning intention: [paste it].
    Teacher-selected next action, opportunity, time, support and interaction decision: [paste decisions].
    
    REQUEST
    Audit every sentence for support, accurate quotation, specificity and feasibility. Count independently required student actions in each version. Flag bundled actions, unsupported claims and any need for direct teacher interaction.
    
    QUALITY BAR
    Quote both sides exactly, including verified lines. If no supporting quote exists write absent; never paraphrase a quotation check. Do not rewrite feedback, invent support or approve release. Block inaccurate, unsupported or overwhelming wording and required interactions that drafting would replace.
    
    FORMAT
    Release blockers first, then optional edits, then verified lines. For every line: exact output quote | exact source/teacher quote or absent | check | finding. End with each version's action count and action quote, plus separate accuracy, support, load, feasibility and interaction decisions. Teacher approval remains required.
  4. Close the loop

    Resolve blockers and approve the final note yourself. Decide how the student will use it. Keep necessary teaching or conversation with you. No agent sends feedback automatically or treats a passed audit as teacher approval.

    Prompt 4 · Use plan
    CONTEXT
    Teacher-approved feedback and explicit approval record: [paste exact text].
    Resolved audit and any teacher edits: [paste record].
    Approved single next action and next opportunity: [paste them].
    Time, support and expected evidence of that same action: [paste details].
    
    REQUEST
    Draft a brief use routine for the approved action only. HOLD for absent approval or unresolved blockers.
    
    QUALITY BAR
    No new student action, reflection, prediction or assessment requirement. The evidence line names the product of the same action, not a further task. The teacher checks use and handles any needed conversation. Do not send feedback or make consequential judgements.
    
    FORMAT
    Three lines: student action; evidence of that action; teacher follow-up. Then approval provenance quote and teacher-only release reminder.

Check before you use it

  • Did the teacher select evidence, diagnose learning and approve drafting?
  • Does every sentence have an exact source or teacher-decision quote?
  • Is there exactly one feasible next action in each alternative?
  • Are questions available without adding another learner task?
  • Are all audit blockers resolved before explicit teacher release approval?
  • Does the teacher retain required conversation and follow-up?

Stop rule

Stop if feedback is factually wrong, unsupported, overwhelming or substitutes for direct teacher interaction.

3

Reuse it

So the next one takes minutes
Suitable

Build a skill

Save this as a reusable instruction you can run on any project.

A teacher can trigger the same evidence-first drafting method for one work sample at a time.

Suitable

Build an agent

Chain the steps, with a checkpoint where you approve.

Only drafts from teacher-selected, prediagnosed evidence with explicit drafting approval; never selects or triages work, diagnoses learning or sends feedback. Teacher approval is required before release.

Help us improve this method

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Co-funded by the European Union under Erasmus+ KA210-SCH. No student data. No teacher material stored.