Identify what remains after an invoicing flow stops halfway

Setup requirements

1. An intent ID must persist across retries; never match invoices only by equal amount or customer.

2. Supply the authoritative expected-line manifest before assessing line completeness. Missing, incomplete or ambiguous coverage keeps completeness unknown, even when observed totals appear plausible.

3. Timeout is an uncertain outcome until a later object snapshot or authoritative log resolves it.

4. 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

   run_log.json

   Source or owner

   Automation owner

   Scope

   Synthetic run IDs, intent IDs, module outcomes, timestamps and redacted request/response identifiers.

   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

   intended_lines.json

   Source or owner

   Billing owner

   Scope

   Owner-approved versioned manifest keyed by persistent intent_id, listing every expected line identity and an explicit complete or incomplete coverage assertion for the intent. A total or observed invoice does not substitute for this manifest.

   Sensitivity

   Synthetic fixture only; real commercial data requires minimized approved handling.

   Permission needed

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

3. Name

   invoice_snapshots.json

   Source or owner

   Billing owner

   Scope

   Synthetic invoice ID, state, line IDs, totals and snapshot timestamp.

   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

   tracking_snapshot.csv

   Source or owner

   Operations owner

   Scope

   Synthetic local record ID, linked invoice ID and displayed lifecycle state.

   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.

5. Name

   recovery_policy.json

   Source or owner

   Billing owner

   Scope

   Approved state matrix and authority for future proposed actions, without credentials.

   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 multi-step invoicing run can leave a draft, line items and tracking record at different completion states.

Suggested task

Compare immutable run logs with supplied invoice snapshots and prepare a non-executing recovery decision for each business invoice intent.

What you could produce

An intent-to-object state ledger, duplicate-risk flags and an owner-reviewed recovery checklist.

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

Billing operations analyst

Trigger

An invoicing run reports failure after creating an object.

Human approval

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

Finished output

An intent-to-object state ledger, duplicate-risk flags and an owner-reviewed recovery checklist.

Proposed evaluation scope — no pilot authorized

Scope

At most 20 synthetic invoice intents, 100 log events and one read-only object snapshot per known ID.

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 intent scope, event IDs and snapshot times; record missing objects rather than requesting live access.

   Output: run_scope.json

   Expected output: run_scope.json

   Checkpoint: Credentials and live payment links are rejected from the input packet.

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

2. 2

   Extract step outcomes and distinguish acknowledged success, explicit failure and timeout/unknown.

   Output: step_outcomes.csv

   Expected output: step_outcomes.csv

   Checkpoint: A failed notification does not imply failed invoice creation.

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

3. 3

   Join every intent to all returned object IDs across attempts and attach actual snapshot state.

   Output: intent_object_ledger.csv

   Expected output: intent_object_ledger.csv

   Checkpoint: Multiple invoice IDs for one intent trigger duplicate-risk review.

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

4. 4

   Compare observed line membership with the versioned intended-line manifest only when its coverage is explicitly complete, then compare lifecycle state with the owner matrix and timestamp precedence.

   Output: completion_gaps.csv

   Expected output: completion_gaps.csv

   Checkpoint: Missing or incomplete intended-line evidence leaves completeness unknown. Later snapshots establish only observed state, never an unseen earlier side effect.

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

5. 5

   Draft the smallest recovery question or candidate step, preserving finalized objects and prohibiting blind whole-run replay.

   Output: recovery_decisions.csv

   Expected output: recovery_decisions.csv

   Checkpoint: Delete, finalize, send, retry and payment actions remain unexecuted and separately authorized.

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

6. 6

   Package supporting evidence and a pre-action verification checklist for the owner.

   Output: invoice_recovery_review.json

   Expected output: invoice_recovery_review.json

   Checkpoint: No instruction is sent to the live automation or billing service.

   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}, Compare immutable run logs with supplied invoice snapshots and prepare a non-executing recovery decision for each business invoice intent. 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. intent_id

2. invoice_id

Columns

1. attempt_ids

2. step_outcomes

3. snapshot_state

4. snapshot_at

5. expected_line_ids

6. observed_line_ids

7. tracker_state

8. duplicate_risk

9. proposed_owner_question

10. source_spans

11. owner_decision

12. intended_lines_version

13. intended_coverage_status

14. line_completeness_status

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

Intent

I1

Invoice

D1

Snapshot state

draft

Line count

0

Tracker state

open

Intended lines

Version

v1

Intent id

I1

Expected line ids

1. L1

2. L2

Coverage

complete

Expected

Invoice ready

No

Tracker mismatch

Yes

Recovery action executed

No

Line completeness status

incomplete

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. A timeout conceals successful creation.

2. Two runs create different invoices for one intent.

3. The local tracker says open while the invoice remains draft.

4. Observed invoice lines are mistaken for the complete intended line set.

Recovery and troubleshooting

1. Signal

   A timeout conceals successful creation.

   Recovery

   Mark outcome uncertain and require an authoritative object lookup before any future retry.

   Resume condition

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

2. Signal

   Two runs create different invoices for one intent.

   Recovery

   Hold both; an owner decides the duplicate disposition.

   Resume condition

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

3. Signal

   The local tracker says open while the invoice remains draft.

   Recovery

   Show stale tracking separately; do not automatically finalize the invoice to match it.

   Resume condition

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

4. Signal

   Observed invoice lines are mistaken for the complete intended line set.

   Recovery

   Hold the completeness finding until the billing owner supplies a complete versioned intent-to-required-line manifest.

   Resume condition

   Every expected line has an authoritative identity and the owner explicitly confirms coverage; otherwise report unknown.

Unexecuted validation plan

Sample setup

Intent

I1

Invoice

D1

Snapshot state

draft

Line count

0

Tracker state

open

Intended lines

Version

v1

Intent id

I1

Expected line ids

1. L1

2. L2

Coverage

complete

Acceptance checks

1. I1 has an owner-approved complete manifest requiring L1 and L2. D1 is draft with neither line, so it is incomplete and not ready to send.

2. Removing the intended-line manifest or marking its coverage incomplete produces unknown line completeness, never a guessed pass or fail.

3. A duplicate expected-line identity or missing intent ID is held rather than deduplicated silently.

4. I2 with complete lines and finalization timeout remains unresolved unless a later snapshot establishes open.

5. I3 invoice open plus failed notification has a communication gap, not a creation gap.

6. Two IDs tied toI4 produce duplicate-risk; no full-run retry is proposed as safe.

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

8. 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.