Check which open work orders a revision actually applies to

Setup requirements

1. Engineering supplies applicability and cutover rules; the agent does not infer whether parts are interchangeable.

2. Do not presume a changed default rewrites existing work orders. Retain frozen job-specific BOM IDs.

3. Before any pilot, confirm an actual unresolved need and approve minimized inputs, processing environment, retention and recipients. This design does not authorize execution.

Inputs and access

1. Name

   change_notice.txt

   Source or owner

   Engineering owner

   Scope

   Synthetic approved notice with applicability criteria and explicit grandfathering.

   Sensitivity

   Synthetic fixture only; actual commercial, personal or location data requires minimized approved handling.

   Permission needed

   Specific owner approval before any real-data pilot. No live account access, credential handling or upload is authorized.

2. Name

   work_orders.csv

   Source or owner

   Production owner

   Scope

   Frozen job IDs, item/revision IDs, release/start dates and current states.

   Sensitivity

   Synthetic fixture only; actual commercial, personal or location data requires minimized approved handling.

   Permission needed

   Specific owner approval before any real-data pilot. No live account access, credential handling or upload is authorized.

3. Name

   issued_materials.csv

   Source or owner

   Inventory owner

   Scope

   Synthetic issue/consumption rows linked to jobs and revisions.

   Sensitivity

   Synthetic fixture only; actual commercial, personal or location data requires minimized approved handling.

   Permission needed

   Specific owner approval before any real-data pilot. No live account access, credential handling or upload is authorized.

4. Name

   revision_register.csv

   Source or owner

   Engineering owner

   Scope

   Approved drawing/BOM IDs, status and supersession relationships.

   Sensitivity

   Synthetic fixture only; actual commercial, personal or location data requires minimized approved handling.

   Permission needed

   Specific owner approval before any real-data pilot. No live account access, credential handling or upload is authorized.

Human approval boundaries

1. Before a pilot, the accountable owner approves exact synthetic/minimized copies, processing environment, retention and allowed recipients.

2. Owner validates identity mappings, authority, status definitions and all unresolved evidence.

3. Any source mutation, account access, upload, external communication, commercial commitment, payment or changed permission requires separate appropriate authorization.

The problem

A revised design can leave open jobs tied to uncertain material and drawing versions.

Suggested task

Map owner-approved change applicability to frozen work orders and isolate mismatched or undecidable revision assignments.

What you could produce

A work-order applicability matrix with current versus approved revision, consumed-material context and engineering questions.

Why an agent / simpler alternative

Mixed narrative and structured evidence can benefit from assisted extraction and explanation. Identity joins, interval calculations and totals require deterministic checks. A supported native report, query or spreadsheet is preferable when it answers the owner’s question reliably.

When this work comes up

Role

Production planner

Trigger

An approved revision arrives while earlier jobs remain open.

Human approval

Owner approves scope, rules and evidence interpretation. Any operational action requires separate appropriate authorization.

Finished output

A work-order applicability matrix with current versus approved revision, consumed-material context and engineering questions.

Proposed evaluation scope — no pilot authorized

Scope

One approved change, two revisions, 30 open jobs and 100 component rows; non-safety-critical synthetic products.

Limit origin

Editorial evaluation bound, not a verified platform limit.

Overflow action

Stop and ask for approved partitioning; no silent truncation.

Pilot authorized

No

Evidence boundary

Firsthand reports establish stated friction or concerns only. O*NET provides duty context. Official documents establish limited native features or general primitives. This workflow, safeguards, fixtures and outputs are original proposals, not source-documented executions.

Proposed steps

1. 1

   Freeze the change approval, revision register and each job-specific BOM reference.

   Output: revision_scope.json

   Expected output: revision_scope.json

   Checkpoint: Unapproved or superseded notices cannot drive a conclusion.

   Approval gate: Owner approves exact inputs and rule scope before any pilot.

2. 2

   Extract applicability predicates and exceptions with clause spans; turn ambiguous wording into questions.

   Output: change_rules.csv

   Expected output: change_rules.csv

   Checkpoint: Owner must approve the extracted rule before evaluation.

   Approval gate: Owner resolves ambiguous identity, authority or language before affected rows advance.

3. 3

   Join exact item, revision and work-order identities and attach issued-material evidence.

   Output: job_revision_map.csv

   Expected output: job_revision_map.csv

   Checkpoint: Descriptions alone cannot establish equivalence.

   Approval gate: Owner resolves ambiguous identity, authority or language before affected rows advance.

4. 4

   Evaluate each job against approved effective-date, release-state and grandfathering predicates.

   Output: applicability_matrix.csv

   Expected output: applicability_matrix.csv

   Checkpoint: Separate applies, exempt and unresolved; unknown dates cannot yield exempt.

   Approval gate: Owner validates the calculation or decision rule before relying on its result.

5. 5

   Compare applicable revision with the frozen assignment and show affected issued-material rows as context.

   Output: revision_exceptions.csv

   Expected output: revision_exceptions.csv

   Checkpoint: No rework, scrapping or substitution instruction is generated.

   Approval gate: Owner reviews unresolved findings; no operational action is authorized.

6. 6

   Package engineering and production review queues with the invariant that existing consumption remains unchanged.

   Output: revision_review.json

   Expected output: revision_review.json

   Checkpoint: An engineer owns disposition and any live manufacturing change.

   Approval gate: Owner accepts the separate artifact; all live actions require separate authorization.

Original starter prompt — proposed

Origin

editorial_proposal

Execution authorized

No

Text

Using only {approved_synthetic_inputs} and {owner_rules}, Map owner-approved change applicability to frozen work orders and isolate mismatched or undecidable revision assignments. Follow the six-step design. Preserve exact identities, evidence spans and uncertainty. Use inspectable calculations. Write only separate review artifacts described by the output schema. Stop for missing authority, ambiguous evidence or out-of-scope data. Do not change source records, contact anyone, access live accounts, post transactions or execute recovery actions.

Expected output schema — proposed

Primary key

1. change_id

2. work_order_id

Columns

1. current_bom_id

2. current_revision

3. release_time

4. approved_applicability

5. expected_revision

6. issued_material_refs

7. conflict_reason

8. source_spans

9. engineering_decision

Record status

draft_review_only

Common provenance columns

1. input_snapshot_id

2. rule_version

3. source_document_id

4. source_row_or_span

5. reviewer_decision

Unknown value policy

Unknown values remain null, not zero. Keep raw identities and evidence. Unresolved rows do not silently enter approved totals.

Synthetic output illustration — not an executed result

Label

Synthetic authored example, not observed output

Synthetic

Yes

Executed

No

Input

Effective release

2026-10-10

W1 release

2026-10-09

W2 release

2026-10-11

Both current

A

Expected

W1

exempt under rule

W2

review A versus B

Automatic changes

0

Limits

1. Original proposed and untested design; no source documents this complete agent workflow.

2. A reported problem is not proof of prevalence, willingness to pay, harm magnitude or current demand.

3. Historical product reports require current-installation checks; a current capability document only establishes general primitives.

4. Native reports or a deterministic script may be simpler. Exports, identity mappings, context size, privacy controls and actual tool compatibility remain untested.

5. Numerical fixtures are synthetic and have not been executed. Owner review is necessary; no time saving, cost saving or revenue outcome is asserted.

Candidate platforms — compatibility untested

1. Name

   ChatGPT Work

   Required capabilities

   1. Assess this plan’s input, operation and output requirements before selecting an account.

   Capability source urls

   1. https://learn.chatgpt.com/docs/get-started-with-work

   Selection basis

   Editorial candidate only. Shared source facts are general primitives; this plan remains unexecuted.

   Workflow compatibility

   BotCurrent has not tested this workflow.

Failure modes

1. Notice says new orders without defining order type.

2. A job uses an undocumented local BOM override.

3. A missing start date makes grandfathering ambiguous.

Recovery and troubleshooting

1. Signal

   Notice says new orders without defining order type.

   Recovery

   Hold applicability until engineering identifies sales, work or purchase order.

   Resume condition

   The accountable owner supplies the missing authoritative evidence or explicit rule; otherwise retain the affected result as unresolved.

2. Signal

   A job uses an undocumented local BOM override.

   Recovery

   Show the override separately and ask for approval lineage.

   Resume condition

   The accountable owner supplies the missing authoritative evidence or explicit rule; otherwise retain the affected result as unresolved.

3. Signal

   A missing start date makes grandfathering ambiguous.

   Recovery

   Keep the job unresolved; do not use planned date as actual start.

   Resume condition

   The accountable owner supplies the missing authoritative evidence or explicit rule; otherwise retain the affected result as unresolved.

Unexecuted validation plan

Sample setup

Effective release

2026-10-10

W1 release

2026-10-09

W2 release

2026-10-11

Both current

A

Acceptance checks

1. Rule: revisionB applies to jobs released on/after October10; W1 releasedOctober9 remainsA even when planned later.

2. W2 releasedOctober11 assignedA is a review exception; its already-issued materials are preserved.

3. W3 with unknown release date is unresolved.

4. A duplicate component row never silently changes the BOM or proposed material quantity.

5. Every conclusion traces to a source row or an explicitly labelled owner rule; repeated evaluation of identical frozen inputs must preserve identities and totals.

6. All original copies remain unchanged. Output is a draft review artifact, not an operational decision.

Stop conditions

1. Required identity, source coverage, calculation policy or owner authority is missing.

2. Unexpected real sensitive data is supplied without approved handling.

3. Requested work would require live access, upload, external communication, accounting posting, payment, permission change or irreversible action.

Executed

No

Fixture status

Designed specification only. No acceptance fixture or business workflow executed.

Costs and effort — unknown or hypothetical

Status

unknown_or_estimate

Currency

Not specified.

Items

1. Plan access, model usage, tool runtime and storage costs unknown.

2. Export preparation, evidence cleanup, review and correction effort unmeasured.

3. No native integration, paid service, new account or software installation assumed.

4. Case-specific effort is unknown: source extraction, identity repair, owner-rule preparation, fixture design and review may dominate model cost.

Caveat

No measured time saving, current demand, ROI or price claim. Compare the simpler remedy first.

Canadian adaptation — proposed

Verify local privacy and organizational record-handling requirements before any real-data pilot; preserve original currency, business calendars and time zones. No Canadian deployment or compliance claim.