AAIBAST manual workshop
Academy / Asset Maintenance Forecast Agent
Watch the manual film Back to workshopDownload source bundle

Manual mode · literal browser construction

Build Asset Maintenance Forecast Agent manually.

No PAC CLI, YAML import, or plugin architect. Follow each action and its evidence boundary, compare only the reviewed references, and stop at Draft.

Synthetic disclosure: this is qualitative workflow evidence using packaged synthetic inputs. It is not a customer KPI or a live-system result.

Build and verify

1

Create a blank Copilot Studio agent

Step 1 of 18

Action
Create a blank Copilot Studio agent
Expected resultA blank Copilot Studio agent is visible in the captured Draft workspace.
Create a blank Copilot Studio agent reviewed visual reference

Positive visual checkpoint: Untitled Agent. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

2

Name Asset Maintenance Manual

Step 2 of 18

Action
Name Asset Maintenance Manual
Expected resultThe page header shows the recorded manual build name: Asset Maintenance Manual.
Name Asset Maintenance Manual reviewed visual reference

Positive visual checkpoint: Asset Maintenance Manual. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

3

Enter the reviewed global instructions

Step 3 of 18

Action
Enter the reviewed global instructions
Expected resultThe reviewed manual/GLOBAL-INSTRUCTIONS.md policy is visible or saved without unrecorded edits.
Enter the reviewed global instructions reviewed visual reference

Positive visual checkpoint: Asset Maintenance Forecast Agent — Manual Global. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

4

Save the instruction policy

Step 4 of 18

Action
Save the instruction policy
Expected resultThe reviewed manual/GLOBAL-INSTRUCTIONS.md policy is visible or saved without unrecorded edits.
Save the instruction policy reviewed visual reference

Positive visual checkpoint: Draft. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

5

Remove default web search

Step 5 of 18

Action
Remove default web search
Expected resultThe captured inventory no longer lists the default web-search capability.
Remove default web search reviewed visual reference

Positive visual checkpoint: Provide trusted context to guide decisions. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

6

Add knowledge: asset-maintenance-forecast-rules-and-controls.md

Step 6 of 18

Action
Add knowledge: asset-maintenance-forecast-rules-and-controls.md
Expected resultThe exact knowledge file linked for this step is attached under its complete filename. Wait for processing to finish before continuing. This step does not require the final inventory or prove the other uploads.
Add knowledge: asset-maintenance-forecast-rules-and-controls.md reviewed visual reference

Positive visual checkpoint: asset-maintenance-forecast-rules-and-controls.md. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

7

Add knowledge: asset-maintenance-forecast-synthetic-records.md

Step 7 of 18

Action
Add knowledge: asset-maintenance-forecast-synthetic-records.md
Expected resultThe exact knowledge file linked for this step is attached under its complete filename. Wait for processing to finish before continuing. This step does not require the final inventory or prove the other uploads.
Add knowledge: asset-maintenance-forecast-synthetic-records.md reviewed visual reference

Positive visual checkpoint: asset-maintenance-forecast-synthetic-records.md. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

8

Add skill: aibast_asset-health_02

Step 8 of 18

Action
Add skill: aibast_asset-health_02
Expected resultThe linked SKILL.md appears with its frontmatter name and description. Open it and compare the complete instructions with the source file. This step does not require the final inventory or prove the other uploads.
Add skill: aibast_asset-health_02 reviewed visual reference

Positive visual checkpoint: asset-maintenance-forecast-asset-health. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

9

Add skill: aibast_budget-projection_03

Step 9 of 18

Action
Add skill: aibast_budget-projection_03
Expected resultThe linked SKILL.md appears with its frontmatter name and description. Open it and compare the complete instructions with the source file. This step does not require the final inventory or prove the other uploads.
Add skill: aibast_budget-projection_03 reviewed visual reference

Positive visual checkpoint: asset-maintenance-forecast-budget-projection. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

10

Add skill: aibast_maintenance-forecast_01

Step 10 of 18

Action
Add skill: aibast_maintenance-forecast_01
Expected resultThe linked SKILL.md appears with its frontmatter name and description. Open it and compare the complete instructions with the source file. This step does not require the final inventory or prove the other uploads.
Add skill: aibast_maintenance-forecast_01 reviewed visual reference

Positive visual checkpoint: asset-maintenance-forecast-maintenance-forecast. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

11

Add skill: aibast_work-order-plan_04

Step 11 of 18

Action
Add skill: aibast_work-order-plan_04
Expected resultThe linked SKILL.md appears with its frontmatter name and description. Open it and compare the complete instructions with the source file. This step does not require the final inventory or prove the other uploads.
Add skill: aibast_work-order-plan_04 reviewed visual reference

Positive visual checkpoint: asset-maintenance-forecast-work-order-plan. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

12

Review model, skills, knowledge, and safety boundaries

Step 12 of 18

Action
Review model, skills, knowledge, and safety boundaries
Expected resultThe screenshot visibly confirms Claude Opus 5, 4 rendered skills, and no tools. Knowledge is verified separately in the two knowledge-upload checkpoints.
Review model, skills, knowledge, and safety boundaries reviewed visual reference

Positive visual checkpoint: Claude Opus 5; asset-maintenance-forecast-work-order-plan; asset-maintenance-forecast-maintenance-forecast; asset-maintenance-forecast-budget-projection; asset-maintenance-forecast-asset-health; asset-maintenance-forecast-synthetic-records.md; asset-maintenance-forecast-rules-and-controls.md. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

13

Open a fresh Preview conversation

Step 13 of 18

Action
Open a fresh Preview conversation
Expected resultA fresh Preview surface or its recorded qualitative result is visible; only the evidence file defines a pass.
Open a fresh Preview conversation reviewed visual reference

Positive visual checkpoint: Asset Maintenance Manual. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

14

Pass ASSET_MAINTENANCE_FORECAST-01: Plant Manager

Step 14 of 18

Action
Pass ASSET_MAINTENANCE_FORECAST-01: Plant Manager
Expected resultThe captured Preview evidence records ASSET_MAINTENANCE_FORECAST-01 with the recorded identifiers Unit 12, 8.7/10, March 18-22; do not infer results beyond it.
Before this case

Open Preview in a fresh conversation before running ASSET_MAINTENANCE_FORECAST-01. A previous response must not influence the evidence.

Pass ASSET_MAINTENANCE_FORECAST-01: Plant Manager reviewed visual reference

Positive visual checkpoint: Unit 12; 8.7/10; March 18-22. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

15

Pass ASSET_MAINTENANCE_FORECAST-02: Reliability Engineer

Step 15 of 18

Action
Pass ASSET_MAINTENANCE_FORECAST-02: Reliability Engineer
Expected resultThe captured Preview evidence records ASSET_MAINTENANCE_FORECAST-02 with the recorded identifiers Unit 12, CRITICAL, not a safety determination; do not infer results beyond it.
Before this case

Open Preview in a fresh conversation before running ASSET_MAINTENANCE_FORECAST-02. A previous response must not influence the evidence.

Pass ASSET_MAINTENANCE_FORECAST-02: Reliability Engineer reviewed visual reference

Positive visual checkpoint: Unit 12; CRITICAL. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

16

Pass ASSET_MAINTENANCE_FORECAST-03: Finance Business Partner

Step 16 of 18

Action
Pass ASSET_MAINTENANCE_FORECAST-03: Finance Business Partner
Expected resultThe captured Preview evidence records ASSET_MAINTENANCE_FORECAST-03 with the recorded identifiers $70,200, $227,000, Synthetic planning estimate; do not infer results beyond it.
Before this case

Open Preview in a fresh conversation before running ASSET_MAINTENANCE_FORECAST-03. A previous response must not influence the evidence.

Pass ASSET_MAINTENANCE_FORECAST-03: Finance Business Partner reviewed visual reference

Positive visual checkpoint: $227,000; $70,200; Synthetic planning estimate. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

17

Pass ASSET_MAINTENANCE_FORECAST-04: Maintenance Planner

Step 17 of 18

Action
Pass ASSET_MAINTENANCE_FORECAST-04: Maintenance Planner
Expected resultThe captured Preview evidence records ASSET_MAINTENANCE_FORECAST-04 with the recorded identifiers Bundled Maintenance Plan, 258%, No work order; do not infer results beyond it.
Before this case

Open Preview in a fresh conversation before running ASSET_MAINTENANCE_FORECAST-04. A previous response must not influence the evidence.

Pass ASSET_MAINTENANCE_FORECAST-04: Maintenance Planner reviewed visual reference

Positive visual checkpoint: Bundled Maintenance Plan; 258%. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

18

Confirm Draft and stop before publish

Step 18 of 18

Action
Confirm Draft and stop before publish
Expected resultThe agent remains Draft and no Publish action is taken.
Confirm Draft and stop before publish reviewed visual reference

Positive visual checkpoint: Asset Maintenance Manual. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

Troubleshooting

A screenshot or browserfilm frame is missing

Do not invent, recreate, or substitute an image. Keep the step open until its actual evidence is captured and reviewed. Remove --allow-pending only after all workshop evidence gates are met.

A knowledge file is still processing

Wait for ingestion to finish before Preview. A partial answer is not evidence.

A skill upload fails

Use the linked raw SKILL.md. Fix the reviewed source deliberately; do not silently skip the action.

The model differs from Easy mode

Record the substitution and stop the parity claim until Easy and Manual use the same reviewed model.

The Preview answer misses an identifier

Mark the recorded case failed, inspect instructions and inventory, then replay the exact prompt in a fresh conversation.

Should I publish?

No. Keep the same owned manual agent in Draft. Do not choose Publish as part of this tutorial.