AAIBAST manual workshop
Academy / Customer Loyalty and Rewards Agent
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Manual mode · literal browser construction

Build Customer Loyalty and Rewards 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 Customer Loyalty Manual

Step 2 of 32

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

Positive visual checkpoint: Customer Loyalty 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 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: Customer Loyalty and Rewards Agent — Manual Glob. 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_loyalty-rewards-rules-and-safety.md

Step 6 of 32

Action
Add knowledge: aibast_loyalty-rewards-rules-and-safety.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_loyalty-rewards-rules-and-safety.md reviewed visual reference

Positive visual checkpoint: aibast_loyalty-rewards-rules-and-safety.md. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

7

Add knowledge: aibast_loyalty-rewards-synthetic-records.md

Step 7 of 32

Action
Add knowledge: aibast_loyalty-rewards-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_loyalty-rewards-synthetic-records.md reviewed visual reference

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

8

Add skill: campaign-plan

Step 8 of 32

Action
Add skill: campaign-plan
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: campaign-plan reviewed visual reference

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

9

Add skill: campaign-summary

Step 9 of 32

Action
Add skill: campaign-summary
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: campaign-summary reviewed visual reference

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

10

Add skill: churn-risk-segments

Step 10 of 32

Action
Add skill: churn-risk-segments
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: churn-risk-segments reviewed visual reference

Positive visual checkpoint: at-risk-churn-segments. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

11

Add skill: loyalty-dashboard

Step 11 of 32

Action
Add skill: loyalty-dashboard
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: loyalty-dashboard reviewed visual reference

Positive visual checkpoint: synthetic-loyalty-program-health. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

12

Add skill: points-summary

Step 12 of 32

Action
Add skill: points-summary
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: points-summary reviewed visual reference

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

13

Add skill: program-improvements

Step 13 of 32

Action
Add skill: program-improvements
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: program-improvements reviewed visual reference

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

14

Add skill: reward-recommendations

Step 14 of 32

Action
Add skill: reward-recommendations
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: reward-recommendations reviewed visual reference

Positive visual checkpoint: review-only-reward-options. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

15

Add skill: tier-analysis

Step 15 of 32

Action
Add skill: tier-analysis
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: tier-analysis reviewed visual reference

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

16

Add skill: top-at-risk-members

Step 16 of 32

Action
Add skill: top-at-risk-members
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: top-at-risk-members reviewed visual reference

Positive visual checkpoint: top-at-risk-member-profiles. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

17

Add skill: winback-offers

Step 17 of 32

Action
Add skill: winback-offers
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: winback-offers reviewed visual reference

Positive visual checkpoint: win-back-offer-drafts. 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; win-back-offer-drafts; top-at-risk-member-profiles; loyalty-tier-structure-analysis; review-only-reward-options; loyalty-program-improvements; aibast_loyalty-rewards-synthetic-records.md; aibast_loyalty-rewards-rules-and-safety.md; informational-points-summary. 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: win-back-offer-drafts; top-at-risk-member-profiles; loyalty-tier-structure-analysis; synthetic-loyalty-program-health; review-only-reward-options. 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: synthetic-loyalty-program-health; at-risk-churn-segments; loyalty-session-summary; campaign-launch-plan; win-back-offer-drafts. 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: Customer Loyalty Manual. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

22

Pass CLR-01: Loyalty Program Director

Step 22 of 32

Action
Pass CLR-01: Loyalty Program Director
Expected resultThe captured Preview evidence records CLR-01 with the recorded identifiers Prepared for:** Loyalty Program Director, Synthetic Loyalty Program Dashboard, no member is contacted; do not infer results beyond it.
Before this case

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

Pass CLR-01: Loyalty Program Director reviewed visual reference

Positive visual checkpoint: Prepared for:** Loyalty Program Director; Synthetic Loyalty Program Dashboard; no member is contacted. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

23

Pass CLR-02: CRM Manager

Step 23 of 32

Action
Pass CLR-02: CRM Manager
Expected resultThe captured Preview evidence records CLR-02 with the recorded identifiers Prepared for:** CRM Manager, Synthetic Points Summary, Synthetic Gold Member; do not infer results beyond it.
Before this case

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

Pass CLR-02: CRM Manager reviewed visual reference

Positive visual checkpoint: Prepared for:** CRM Manager; Synthetic Points Summary; Synthetic Gold Member. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

24

Pass CLR-03: Marketing Leader

Step 24 of 32

Action
Pass CLR-03: Marketing Leader
Expected resultThe captured Preview evidence records CLR-03 with the recorded identifiers Prepared for:** Marketing Leader, Draft Reward Option Recommendations, no points, tier, offer, reward; do not infer results beyond it.
Before this case

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

Pass CLR-03: Marketing Leader reviewed visual reference

Positive visual checkpoint: Prepared for:** Marketing Leader; Draft Reward Option Recommendations. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

25

Pass CLR-04: Loyalty Program Director

Step 25 of 32

Action
Pass CLR-04: Loyalty Program Director
Expected resultThe captured Preview evidence records CLR-04 with the recorded identifiers Synthetic Tier Analysis, Tier Structure, no member is contacted; do not infer results beyond it.
Before this case

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

Pass CLR-04: Loyalty Program Director reviewed visual reference

Positive visual checkpoint: Synthetic Tier Analysis; no member is contacted; Tier Structure. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

26

Pass CLR-05: Marketing Leader

Step 26 of 32

Action
Pass CLR-05: Marketing Leader
Expected resultThe captured Preview evidence records CLR-05 with the recorded identifiers 450K members, 34,000 at risk, $840K expiring in 30 days; do not infer results beyond it.
Before this case

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

Pass CLR-05: Marketing Leader reviewed visual reference

Positive visual checkpoint: 450K members; $840K expiring in 30 days. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

27

Pass CLR-06: Marketing Leader

Step 27 of 32

Action
Pass CLR-06: Marketing Leader
Expected resultThe captured Preview evidence records CLR-06 with the recorded identifiers Linda M., 12,400, $48K annual value; do not infer results beyond it.
Before this case

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

Pass CLR-06: Marketing Leader reviewed visual reference

Positive visual checkpoint: $48K annual value; Linda M.; 12,400. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

28

Pass CLR-07: Marketing Leader

Step 28 of 32

Action
Pass CLR-07: Marketing Leader
Expected resultThe captured Preview evidence records CLR-07 with the recorded identifiers Your favorite bags are 40% off, High-Value, 13,600; do not infer results beyond it.
Before this case

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

Pass CLR-07: Marketing Leader reviewed visual reference

Positive visual checkpoint: High-Value; 13,600. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

29

Pass CLR-08: Marketing Leader

Step 29 of 32

Action
Pass CLR-08: Marketing Leader
Expected resultThe captured Preview evidence records CLR-08 with the recorded identifiers Ready to launch, $489,600, 58:1; do not infer results beyond it.
Before this case

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

Pass CLR-08: Marketing Leader reviewed visual reference

Positive visual checkpoint: Ready to launch; $489,600; 58:1. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

30

Pass CLR-09: Marketing Leader

Step 30 of 32

Action
Pass CLR-09: Marketing Leader
Expected resultThe captured Preview evidence records CLR-09 with the recorded identifiers Dynamic point expiry, +$340K/yr, 200 points from Gold; do not infer results beyond it.
Before this case

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

Pass CLR-09: Marketing Leader reviewed visual reference

Positive visual checkpoint: +$340K/yr; Dynamic point expiry; 200 points from Gold. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

31

Pass CLR-10: Marketing Leader

Step 31 of 32

Action
Pass CLR-10: Marketing Leader
Expected resultThe captured Preview evidence records CLR-10 with the recorded identifiers Members analyzed, 34K ($2.1M points), $1.4M; do not infer results beyond it.
Before this case

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

Pass CLR-10: Marketing Leader reviewed visual reference

Positive visual checkpoint: Members analyzed; 34K ($2.1M points); $1.4M. 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: Customer Loyalty 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.