AAIBAST manual workshop
Academy / Returns and Complaints Resolution Agent
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Manual mode · literal browser construction

Build Returns and Complaints Resolution 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 Returns and Complaints Manual

Step 2 of 32

Action
Name Returns and Complaints Manual
Expected resultThe page header shows the recorded manual build name: Returns and Complaints Manual.
Name Returns and Complaints Manual reviewed visual reference

Positive visual checkpoint: Returns and Complaints 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: Returns and Complaints Resolution Agent — Manual. 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_returns-complaints-rules-and-safety.md

Step 6 of 32

Action
Add knowledge: aibast_returns-complaints-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_returns-complaints-rules-and-safety.md reviewed visual reference

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

7

Add knowledge: aibast_returns-complaints-synthetic-records.md

Step 7 of 32

Action
Add knowledge: aibast_returns-complaints-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_returns-complaints-synthetic-records.md reviewed visual reference

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

8

Add skill: aibast_complaint-classification_02

Step 8 of 32

Action
Add skill: aibast_complaint-classification_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_complaint-classification_02 reviewed visual reference

Positive visual checkpoint: privacy-safe-complaint-classification. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

9

Add skill: aibast_escalation-snapshot_05

Step 9 of 32

Action
Add skill: aibast_escalation-snapshot_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_escalation-snapshot_05 reviewed visual reference

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

10

Add skill: aibast_executive-summary_10

Step 10 of 32

Action
Add skill: aibast_executive-summary_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_executive-summary_10 reviewed visual reference

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

11

Add skill: aibast_follow-up-plan_08

Step 11 of 32

Action
Add skill: aibast_follow-up-plan_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_follow-up-plan_08 reviewed visual reference

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

12

Add skill: aibast_recovery-performance_09

Step 12 of 32

Action
Add skill: aibast_recovery-performance_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_recovery-performance_09 reviewed visual reference

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

13

Add skill: aibast_recovery-tiers_06

Step 13 of 32

Action
Add skill: aibast_recovery-tiers_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-tiers_06 reviewed visual reference

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

14

Add skill: aibast_resolution-execution-plan_07

Step 14 of 32

Action
Add skill: aibast_resolution-execution-plan_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_resolution-execution-plan_07 reviewed visual reference

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

15

Add skill: aibast_resolution-recommendation_03

Step 15 of 32

Action
Add skill: aibast_resolution-recommendation_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_resolution-recommendation_03 reviewed visual reference

Positive visual checkpoint: human-approved-resolution-options. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

16

Add skill: aibast_return-processing_01

Step 16 of 32

Action
Add skill: aibast_return-processing_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_return-processing_01 reviewed visual reference

Positive visual checkpoint: anonymous-return-review-queue. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

17

Add skill: aibast_trend-analysis_04

Step 17 of 32

Action
Add skill: aibast_trend-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_trend-analysis_04 reviewed visual reference

Positive visual checkpoint: aggregate-returns-quality-trends. 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; aggregate-returns-quality-trends; anonymous-return-review-queue; human-approved-resolution-options; resolution-execution-plan; recovery-tiers; aibast_returns-complaints-synthetic-records.md; aibast_returns-complaints-rules-and-safety.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: aggregate-returns-quality-trends; anonymous-return-review-queue; human-approved-resolution-options; resolution-execution-plan. 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: recovery-tiers; recovery-performance; follow-up-plan; executive-summary; escalation-snapshot; privacy-safe-complaint-classification. 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: Returns and Complaints Manual. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

22

Pass RCR-01: Customer Service Agent

Step 22 of 32

Action
Pass RCR-01: Customer Service Agent
Expected resultThe captured Preview evidence records RCR-01 with the recorded identifiers Prepared for:** Customer Service Agent, Draft Return Review Queue, Synthetic size-mismatch case; do not infer results beyond it.
Before this case

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

Pass RCR-01: Customer Service Agent reviewed visual reference

Positive visual checkpoint: Prepared for:** Customer Service Agent; Synthetic size-mismatch case; Draft Return Review Queue. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

23

Pass RCR-02: Customer Service Agent

Step 23 of 32

Action
Pass RCR-02: Customer Service Agent
Expected resultThe captured Preview evidence records RCR-02 with the recorded identifiers Draft Complaint Classification, Product Quality, no return, refund; do not infer results beyond it.
Before this case

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

Pass RCR-02: Customer Service Agent reviewed visual reference

Positive visual checkpoint: no return, refund; Draft Complaint Classification; Product Quality. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

24

Pass RCR-03: Customer Service Agent

Step 24 of 32

Action
Pass RCR-03: Customer Service Agent
Expected resultThe captured Preview evidence records RCR-03 with the recorded identifiers Draft Resolution Options, Option for authorized review, no return; do not infer results beyond it.
Before this case

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

Pass RCR-03: Customer Service Agent reviewed visual reference

Positive visual checkpoint: no return; Draft Resolution Options; Option for authorized review. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

25

Pass RCR-04: Quality Team

Step 25 of 32

Action
Pass RCR-04: Quality Team
Expected resultThe captured Preview evidence records RCR-04 with the recorded identifiers Prepared for:** Quality Team, Synthetic Returns & Complaints Trend Analysis, Key Insights; do not infer results beyond it.
Before this case

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

Pass RCR-04: Quality Team reviewed visual reference

Positive visual checkpoint: Prepared for:** Quality Team; Synthetic Returns & Complaints Trend Analysis; Key Insights. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

26

Pass RCR-05: Service Manager

Step 26 of 32

Action
Pass RCR-05: Service Manager
Expected resultThe captured Preview evidence records RCR-05 with the recorded identifiers David Chen, $18,400, Churn Risk:** 87%; do not infer results beyond it.
Before this case

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

Pass RCR-05: Service Manager reviewed visual reference

Positive visual checkpoint: David Chen; $18,400; Churn Risk:** 87%. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

27

Pass RCR-06: Service Manager

Step 27 of 32

Action
Pass RCR-06: Service Manager
Expected resultThe captured Preview evidence records RCR-06 with the recorded identifiers Premium Recovery, $540, 34:1 ROI; do not infer results beyond it.
Before this case

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

Pass RCR-06: Service Manager reviewed visual reference

Positive visual checkpoint: Premium Recovery; $540. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

28

Pass RCR-07: Service Manager

Step 28 of 32

Action
Pass RCR-07: Service Manager
Expected resultThe captured Preview evidence records RCR-07 with the recorded identifiers ready for authorized execution, ProBook Elite Plus, Talking Points; do not infer results beyond it.
Before this case

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

Pass RCR-07: Service Manager reviewed visual reference

Positive visual checkpoint: ready for authorized execution; ProBook Elite Plus; Talking Points. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

29

Pass RCR-08: Service Manager

Step 29 of 32

Action
Pass RCR-08: Service Manager
Expected resultThe captured Preview evidence records RCR-08 with the recorded identifiers Day 30, delivery confirmation SMS, Nothing has been scheduled; do not infer results beyond it.
Before this case

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

Pass RCR-08: Service Manager reviewed visual reference

Positive visual checkpoint: delivery confirmation SMS; Day 30; Nothing has been scheduled. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

30

Pass RCR-09: Service Manager

Step 30 of 32

Action
Pass RCR-09: Service Manager
Expected resultThe captured Preview evidence records RCR-09 with the recorded identifiers 4.2 hours, $127,000, $4.67M; do not infer results beyond it.
Before this case

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

Pass RCR-09: Service Manager reviewed visual reference

Positive visual checkpoint: 4.2 hours; $127,000; $4.67M. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.

31

Pass RCR-10: Service Manager

Step 31 of 32

Action
Pass RCR-10: Service Manager
Expected resultThe captured Preview evidence records RCR-10 with the recorded identifiers Executive Summary, 87% churn risk, Business Value; do not infer results beyond it.
Before this case

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

Pass RCR-10: Service Manager reviewed visual reference

Positive visual checkpoint: Executive Summary; 87% churn risk; Business Value. 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: Returns and Complaints 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.