AAIBAST manual workshop
Academy / Inventory Rebalancing Agent
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Manual mode · literal browser construction

Build Inventory Rebalancing 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 32

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 Inventory Manual Build

Step 2 of 32

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

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

3

Enter the reviewed global instructions

Step 3 of 32

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: Inventory Rebalancing Agent — Manual Global Inst. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

4

Save the instruction policy

Step 4 of 32

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 32

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: aibast_inventory-rebalancing-review-rules.md

Step 6 of 32

Action
Add knowledge: aibast_inventory-rebalancing-review-rules.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: aibast_inventory-rebalancing-review-rules.md reviewed visual reference

Positive visual checkpoint: aibast_inventory-rebalancing-review-rules.md. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

7

Add knowledge: aibast_inventory-rebalancing-synthetic-records.md

Step 7 of 32

Action
Add knowledge: aibast_inventory-rebalancing-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: aibast_inventory-rebalancing-synthetic-records.md reviewed visual reference

Positive visual checkpoint: aibast_inventory-rebalancing-synthetic-records.m. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

8

Add skill: aibast_cost-analysis_04

Step 8 of 32

Action
Add skill: aibast_cost-analysis_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_cost-analysis_04 reviewed visual reference

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

9

Add skill: aibast_execution-timeline_09

Step 9 of 32

Action
Add skill: aibast_execution-timeline_09
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_execution-timeline_09 reviewed visual reference

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

10

Add skill: aibast_financial-impact_08

Step 10 of 32

Action
Add skill: aibast_financial-impact_08
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_financial-impact_08 reviewed visual reference

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

11

Add skill: aibast_inventory-snapshot_01

Step 11 of 32

Action
Add skill: aibast_inventory-snapshot_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_inventory-snapshot_01 reviewed visual reference

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

12

Add skill: aibast_monitoring-plan_10

Step 12 of 32

Action
Add skill: aibast_monitoring-plan_10
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_monitoring-plan_10 reviewed visual reference

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

13

Add skill: aibast_portfolio-analysis_05

Step 13 of 32

Action
Add skill: aibast_portfolio-analysis_05
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_portfolio-analysis_05 reviewed visual reference

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

14

Add skill: aibast_rebalance-recommendation_02

Step 14 of 32

Action
Add skill: aibast_rebalance-recommendation_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_rebalance-recommendation_02 reviewed visual reference

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

15

Add skill: aibast_recovery-plan_06

Step 15 of 32

Action
Add skill: aibast_recovery-plan_06
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_recovery-plan_06 reviewed visual reference

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

16

Add skill: aibast_transfer-plan_03

Step 16 of 32

Action
Add skill: aibast_transfer-plan_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_transfer-plan_03 reviewed visual reference

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

17

Add skill: aibast_warehouse-impact_07

Step 17 of 32

Action
Add skill: aibast_warehouse-impact_07
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_warehouse-impact_07 reviewed visual reference

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

18

Review model, skills, knowledge, and safety boundaries

Step 18 of 32

Action
Review model, skills, knowledge, and safety boundaries
Expected resultThe screenshot visibly confirms Claude Opus 5, 10 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; warehouse-impact; aibast-transfer-plan; recovery-plan; aibast-rebalance-recommendation; portfolio-analysis; aibast_inventory-rebalancing-synthetic-records.m; aibast_inventory-rebalancing-review-rules.md. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

19

Review the skill list (10 skills)

Step 19 of 32

Action
Review the skill list (10 skills)
Expected resultThe screenshot visibly confirms Claude Opus 5, 10 rendered skills, and no tools. Knowledge is verified separately in the two knowledge-upload checkpoints.
Review the skill list (10 skills) reviewed visual reference

Positive visual checkpoint: warehouse-impact; aibast-transfer-plan; recovery-plan; aibast-rebalance-recommendation. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

20

Review the rest of the skill list

Step 20 of 32

Action
Review the rest of the skill list
Expected resultThe screenshot visibly confirms Claude Opus 5, 10 rendered skills, and no tools. Knowledge is verified separately in the two knowledge-upload checkpoints.
Review the rest of the skill list reviewed visual reference

Positive visual checkpoint: aibast-inventory-snapshot; financial-impact; execution-timeline; aibast-cost-analysis. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

21

Open a fresh Preview conversation

Step 21 of 32

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: Inventory Manual Build. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

22

Pass IR-01: Supply Chain Manager

Step 22 of 32

Action
Pass IR-01: Supply Chain Manager
Expected resultThe captured Preview evidence records IR-01 with the recorded identifiers Dallas Fulfillment Center, SKU-4406; do not infer results beyond it.
Before this case

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

Pass IR-01: Supply Chain Manager reviewed visual reference

Positive visual checkpoint: Dallas Fulfillment Center; SKU-4406. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

23

Pass IR-02: Inventory Manager

Step 23 of 32

Action
Pass IR-02: Inventory Manager
Expected resultThe captured Preview evidence records IR-02 with the recorded identifiers SKU-4402, SLOW-MOVING; do not infer results beyond it.
Before this case

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

Pass IR-02: Inventory Manager reviewed visual reference

Positive visual checkpoint: SKU-4402; SLOW-MOVING. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

24

Pass IR-03: Supply Chain Manager

Step 24 of 32

Action
Pass IR-03: Supply Chain Manager
Expected resultThe captured Preview evidence records IR-03 with the recorded identifiers SKU-4401, No inventory has been reserved; do not infer results beyond it.
Before this case

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

Pass IR-03: Supply Chain Manager reviewed visual reference

Positive visual checkpoint: SKU-4401; No inventory has been reserved. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

25

Pass IR-04: Procurement Manager

Step 25 of 32

Action
Pass IR-04: Procurement Manager
Expected resultThe captured Preview evidence records IR-04 with the recorded identifiers Total annual holding cost, synthetic planning estimates; do not infer results beyond it.
Before this case

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

Pass IR-04: Procurement Manager reviewed visual reference

Positive visual checkpoint: synthetic planning estimates; Total annual holding cost. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

26

Pass IR-05: Supply Chain Manager

Step 26 of 32

Action
Pass IR-05: Supply Chain Manager
Expected resultThe captured Preview evidence records IR-05 with the recorded identifiers $1.5M tied up, $675K, Excess safety stock; do not infer results beyond it.
Before this case

Open Preview in a fresh conversation before running IR-05. A previous response must not influence the evidence.

Pass IR-05: Supply Chain Manager reviewed visual reference

Positive visual checkpoint: $1.5M tied up; $675K; Excess safety stock. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

27

Pass IR-06: Supply Chain Manager

Step 27 of 32

Action
Pass IR-06: Supply Chain Manager
Expected resultThe captured Preview evidence records IR-06 with the recorded identifiers Phase 1: Immediate Actions, $225K, $1.2M in 90 days; do not infer results beyond it.
Before this case

Open Preview in a fresh conversation before running IR-06. A previous response must not influence the evidence.

Pass IR-06: Supply Chain Manager reviewed visual reference

Positive visual checkpoint: Phase 1: Immediate Actions; $225K; $1.2M in 90 days. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

28

Pass IR-07: Inventory Manager

Step 28 of 32

Action
Pass IR-07: Inventory Manager
Expected resultThe captured Preview evidence records IR-07 with the recorded identifiers New Utilization, 65%, $2.8M; do not infer results beyond it.
Before this case

Open Preview in a fresh conversation before running IR-07. A previous response must not influence the evidence.

Pass IR-07: Inventory Manager reviewed visual reference

Positive visual checkpoint: New Utilization; 65%; $2.8M. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

29

Pass IR-08: Procurement Manager

Step 29 of 32

Action
Pass IR-08: Procurement Manager
Expected resultThe captured Preview evidence records IR-08 with the recorded identifiers $640K, $3.12M, 7,329%; do not infer results beyond it.
Before this case

Open Preview in a fresh conversation before running IR-08. A previous response must not influence the evidence.

Pass IR-08: Procurement Manager reviewed visual reference

Positive visual checkpoint: $640K; $3.12M; 7,329%. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

30

Pass IR-09: Supply Chain Manager

Step 30 of 32

Action
Pass IR-09: Supply Chain Manager
Expected resultThe captured Preview evidence records IR-09 with the recorded identifiers $307K, $465K, Day 45; do not infer results beyond it.
Before this case

Open Preview in a fresh conversation before running IR-09. A previous response must not influence the evidence.

Pass IR-09: Supply Chain Manager reviewed visual reference

Positive visual checkpoint: $307K; Day 45. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

31

Pass IR-10: Inventory Manager

Step 31 of 32

Action
Pass IR-10: Inventory Manager
Expected resultThe captured Preview evidence records IR-10 with the recorded identifiers 60 days no movement, Inventory turns, Success Metrics; do not infer results beyond it.
Before this case

Open Preview in a fresh conversation before running IR-10. A previous response must not influence the evidence.

Pass IR-10: Inventory Manager reviewed visual reference

Positive visual checkpoint: Inventory turns; 60 days no movement; Success Metrics. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

32

Confirm Draft and stop before publish

Step 32 of 32

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: Inventory Manual Build. 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.