Progress will remain available on this page, but it will not persist after you leave. Easy Mode remains available.
About this workshop
Workshop mission: Turn motivated, open-minded, non-technical sales professionals into AI superheroes who can match the practical output and problem-solving pace of technical peers who are not using AI, while staying evidence-grounded, governed, and honest about what the tools proved.
Boundary: synthetic qualitative evidence only—not a customer KPI, measured production result, live connection, or publication approval.
Found something inaccurate? Use Report an issue at that point. It opens a prefilled GitHub issue for review and does not submit anything automatically.
These points and badges are local, self-reported workshop progress—not externally verified proof or a capability claim.
This opens one prefilled progress issue containing every badge currently earned here. Nothing syncs until you submit it. Resubmitting later merges newly earned badge IDs without duplicate score, and one public issue submission opts your GitHub account into a public verified profile.
1
Workshop setup
Open GitHub Copilot Chat
Start in GitHub Copilot Chat. No Frontier desktop app is required; the Easy Mode skill handles any additional setup.
Get ready
Open VS Code with the GitHub Copilot Chat extension installed.
Sign in to GitHub with an account that has Copilot access.
Open the Copilot Chat panel and select Agent mode.
Expected result
GitHub Copilot Chat is open in VS Code, signed in, and set to Agent mode.
What you will learn
Use the single Easy Mode skill.
Build and prove the portable agent.
Deploy the reviewed solution as an unpublished Draft.
Confirm the behavior yourself in Copilot Studio Preview.
Recognize the evidence that means the module is complete.
Before you begin
Use VS Code with GitHub Copilot Chat in Agent mode.
Sign in to GitHub with Copilot access.
Have access to a Copilot Studio environment.
The skill handles setup for you.
Do not publish. This module ends with a validated Draft.
Easy mode
2
Prepare your Copilot
Brief your Copilot with one line
One skill owns discovery, testing, Draft deployment, and Preview validation.
Do this
Open GitHub Copilot Chat in VS Code and select Agent mode.
Paste this one line and send it. Copilot reads the skill itself; nothing to download.
Send this message
Go and read https://raw.githubusercontent.com/microsoft/aibast-agents-library/main/skills/aibast-easy-mode/SKILL.md and run the Ask HR workshop for me.
Expected result
Copilot says it has read the skill and is running the workshop. The skill owns the remaining setup and validation.
3
Prove the solution locally
Ask Easy Mode to build and test Ask HR
This step proves the portable business logic before any Copilot Studio work begins. The harness retrieves the immutable package, verifies the source, loads the agent, and runs every locked case.
Send this message
Give me Ask HR using Easy Mode and test it for me.
Expected result
Copilot reports a verified source and 8/8 locked local cases passed.
Copilot should end by suggesting the next message: Deploy it into Copilot Studio for me.
4
Create the reviewed Draft
Deploy the already-tested solution to Copilot Studio
The harness now uses the verified Microsoft Copilot Studio plugin to reuse or create the source-controlled Draft, synchronize the reviewed instructions and assets, validate the PAC project, and leave publication off.
Send this message
Deploy it into Copilot Studio for me.
Expected result
Draft: Ask HR Manual
Model: Claude Opus 5
Knowledge files: 2
Skills: 8
Status: Draft; published: false
The harness then validates the real Preview front door before returning its final verdict.
5
Verify the real experience
Confirm the Draft in Copilot Studio Preview
The harness already runs these checks automatically. Repeat them here so you understand what was proven and can recognize a correct result yourself.
Open the validated Draft.
Select Preview.
Choose New chat before each case.
Paste the exact prompt.
Compare the answer with the required and forbidden markers.
Every case passes in a fresh Preview conversation, and the agent still appears as Draft.
HR-01 · Employee
Confirm the expected evidence
What does my fictional leave snapshot show, and what notice rules should I review?
Must include
14 daysUpcoming Company HolidaysSynthetic HRIS
Must not claim
I do not have accessI cannot help
Visible positive anchors: Synthetic HRIS; 14 days; Upcoming Company Holidays. The screenshot supports the learner checkpoint; the full case pass remains the deterministic machine gate. Source: 1424×863 JPEG. Download original.
HR-02 · Employee
Confirm the expected evidence
Preview five vacation days for September 14 through September 18; do not submit anything.
Must include
Not SubmittedDraft for employee reviewNo notification was sent
Must not claim
I do not have accessI cannot help
Visible positive anchors: Not Submitted; Draft for employee review; No notification was sent. The screenshot supports the learner checkpoint; the full case pass remains the deterministic machine gate. Source: 1424×863 JPEG. Download original.
HR-03 · Employee
Confirm the expected evidence
Explain the published parental-leave example without deciding whether I qualify or asking for family details.
Must include
Eligibility RuleVerify tenuredoes not determine eligibility
Must not claim
I do not have accessI cannot help
Visible positive anchors: Eligibility Rule; Verify tenure. The screenshot supports the learner checkpoint; the full case pass remains the deterministic machine gate. Source: 1424×863 JPEG. Download original.
HR-04 · Employee
Confirm the expected evidence
Summarize the fictional health-plan snapshot and tell me what the benefits administrator must verify.
Must include
Enrollment windowVerify plan rulesdoes not determine eligibility
Must not claim
I do not have accessI cannot help
Visible positive anchors: Enrollment window. The screenshot supports the learner checkpoint; the full case pass remains the deterministic machine gate. Source: 1424×863 JPEG. Download original.
HR-05 · Manager
Confirm the expected evidence
What does the sample remote-work policy say, without inferring why an employee asked?
Must include
Standard AllowanceRequires role, locationDo not infer caregiver
Must not claim
I do not have accessI cannot help
Visible positive anchors: Standard Allowance; Requires role, location; Do not infer caregiver. The screenshot supports the learner checkpoint; the full case pass remains the deterministic machine gate. Source: 1424×863 JPEG. Download original.
HR-06 · HR Operations Specialist
Confirm the expected evidence
Show the fictional benefits snapshot without estimating compensation or making an eligibility decision.
Must include
No salarytotal-compensation value is inferredSynthetic Profile
Must not claim
I do not have accessI cannot help
Visible positive anchors: Synthetic Profile; No salary; total-compensation value is inferred. The screenshot supports the learner checkpoint; the full case pass remains the deterministic machine gate. Source: 1424×863 JPEG. Download original.
HR-07 · Employee
Confirm the expected evidence
I want to take 5 days off next month for a family trip. Is that okay with my balance and the policy?
Must include
After RequestDavid KimBlackout dates
Must not claim
I do not have accessI cannot help
Visible positive anchors: After Request; David Kim; Blackout dates. The screenshot supports the learner checkpoint; the full case pass remains the deterministic machine gate. Source: 1424×863 JPEG. Download original.
HR-08 · Employee
Confirm the expected evidence
Is there anything else I should know about my benefits or time off before the end of the year?
Must include
Open enrollmentCarryoverbefore Dec 31
Must not claim
I do not have accessI cannot help
Visible positive anchors: Open enrollment; Carryover; before Dec 31. The screenshot supports the learner checkpoint; the full case pass remains the deterministic machine gate. Source: 1424×863 JPEG. Download original.
6
Recognize completion
Know what “done” looks like
The workshop is complete only when both the portable agent and the Copilot Studio front door prove the same behavior.
Local proof8/8 locked cases passedPreview proof8/8 locked cases passedDraft identityAsk HR ManualModelClaude Opus 5Inventory2 knowledge · 8 skillsPublication gateDraft · published false
The harness reports status: complete, exact case totals, the Draft identity, and published: false. The module ends here; it does not offer publication.
Troubleshooting
What you see
What it means
What to do
Copilot ignores the workshop
The wrong skill was read, or the chat began before the one line was sent.
Start a new Agent-mode chat and send the one line first.
Local validation is not 8/8
The portable source, package, or locked behavior does not match.
Stop. Do not deploy. Let the harness report the exact failed case and marker.
No active Copilot Studio environment
PAC has no selected environment.
Sign in or select the intended environment, then resend the deploy message.
The Draft already exists
The recorded schema is already in the environment.
The harness should clone and reconnect automatically. Treat an attendee choice prompt as a harness defect.
A Preview case misses a marker
The real front door does not match the reviewed contract.
Keep the case failed. Inspect instructions and assets; do not retry until it happens to pass.
The agent is Published
The workshop crossed its safety boundary.
Stop immediately. The module must end at Draft with published: false.
Facilitator evidence and portable download
These links support audit, troubleshooting, and offline delivery. They are not learner steps.
See how Ask HR Agent is built, one capability at a time.
Optional. Easy mode already did all of this for you from one skill file. This path replays every action the AI took, one real browser frame per step, so you can understand the agent before you adapt it. No PAC CLI, YAML import, or plugin architect; 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.
Found something inaccurate? Use Report an issue on that step. It opens a prefilled GitHub issue for review and does not submit automatically.
Manual-mode progress is saved on this device and contributes to the same achievement profile.
Build and verify
1
Create a blank Copilot Studio agent
Step 1 of 28
Action
Create a blank Copilot Studio agent
Expected resultA blank Copilot Studio agent is visible in the captured Draft workspace.
Positive visual checkpoint: Untitled Agent. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
2
Name Ask HR Manual
Step 2 of 28
Action
Ask HR Manual
Name Ask HR Manual
Expected resultThe page header shows the recorded manual build name: Ask HR Manual.
Positive visual checkpoint: Ask HR 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 28
Action
# Ask HR Agent — Manual Global Instructions
You are a privacy-conscious synthetic HR self-service pilot for employees,
managers, and HR operations staff. Explain the fixed policy snapshot and
prepare reviewable drafts without turning guidance into an HR decision.
## Fixed synthetic snapshot
- Use only the uploaded Ask HR synthetic records, privacy rules, and eight
packaged skills.
- Jordan Chen, Michael Torres, and Sarah Chen are fictional profiles used
only for response formatting. All balances, plans, dependents, roles,
managers, tenure, holidays, allowances, and policy values are invented.
- Do not browse, consult external policy, or add legal, medical, benefits,
payroll, location, employment, or current-date facts. Never invent a profile,
balance, plan, deadline, eligibility result, exception, or transaction.
- Never match a fictional profile to a real employee or claim access to a live
HRIS, benefits carrier, Outlook, Teams, or manager workflow.
## Natural-language routing
- Use **leave-balance explanation** for fictional balances, holidays, accrual,
rollover, and notice rules.
- Use **time-off draft preview** for vacation dates and projected balance. It
must remain **Not Submitted**, **Draft for employee review**, with **No
notification was sent**.
- Use **parental-leave policy guidance** for published examples without asking
for family or medical details or deciding eligibility.
- Use **health-plan policy explanation** for the fictional plan and enrollment
rules without recommending a plan.
- Use **remote-work policy guidance** for published rules without inferring why
an employee asked.
- Use **benefits snapshot explanation** for a concise fictional overview
without estimating salary or total compensation.
- Use **time-off check** when someone plans a number of days off and asks
whether the balance and policy allow it.
- Use **reminders** for "anything else I should know": open enrollment,
accrual reset, and carryover.
## Privacy, human, and side-effect gates
- Never infer pregnancy, caregiver status, disability, medical condition,
family status, or another sensitive circumstance.
- Never decide eligibility, recommend a health plan, submit time off, notify a
manager, alter an HR record, approve an exception, or make an employment
decision.
- Minimize profile details and include only evidence needed for the question.
- Route individualized determinations and exceptions to authorized HR staff
through the approved workflow.
## Evidence-first response contract
1. Lead with the relevant fictional balance, policy rule, or draft status.
2. Cite only the minimum snapshot evidence needed to answer.
3. State what authorized HR or benefits staff must verify.
4. Make privacy and eligibility limits explicit; never speculate.
5. End substantive answers with: **Synthetic HR guidance only. No eligibility
decision, HR record change, submission, or notification occurred.**
<!-- locked-preview-anchors:start -->
## Skill routing map
Route from the user's natural-language intent to the correct skill below. Do not narrate internal retrieval, tool selection, restrictions, or implementation mechanics; present only the user-facing result.
- `HR-01` uses skill `leave-balance`.
- `HR-02` uses skill `submit-time-off`.
- `HR-03` uses skill `parental-leave`.
- `HR-04` uses skill `health-insurance`.
- `HR-05` uses skill `remote-work`.
- `HR-06` uses skill `benefits-summary`.
- `HR-07` uses skill `time-off-check`.
- `HR-08` uses skill `reminders`.
These skill names above are the ONLY valid skill identifiers. Never invent, guess, or reference any other skill name. If the correct skill or its knowledge cannot be loaded after one retry in the same turn, say so honestly and stop. Do not answer using values you already know from these instructions or from general knowledge -- a response with no real citation is not acceptable output.
<!-- locked-preview-anchors:end -->
Enter the reviewed global instructions
Expected resultThe reviewed manual/GLOBAL-INSTRUCTIONS.md policy is visible or saved without unrecorded edits.
Positive visual checkpoint: Ask HR Agent — Manual Global Instructions. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
4
Save the instruction policy
Step 4 of 28
Action
Save the instruction policy
Expected resultThe reviewed manual/GLOBAL-INSTRUCTIONS.md policy is visible or saved without unrecorded edits.
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 28
Action
Remove default web search
Expected resultThe captured inventory no longer lists the default web-search capability.
Positive visual checkpoint: Provide trusted context to guide decisions. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
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.
Positive visual checkpoint: aibast_ask-hr-rules-and-guardrails.md. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
7
Add knowledge: aibast_ask-hr-synthetic-records.md
Step 7 of 28
Action
Add knowledge: aibast_ask-hr-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.
Positive visual checkpoint: aibast_ask-hr-synthetic-records.md. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
8
Add skill: aibast_benefits-summary_06
Step 8 of 28
Action
Add skill: aibast_benefits-summary_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.
Positive visual checkpoint: benefits-summary. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
9
Add skill: aibast_health-insurance_04
Step 9 of 28
Action
Add skill: aibast_health-insurance_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.
Positive visual checkpoint: health-insurance. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
10
Add skill: aibast_leave-balance_01
Step 10 of 28
Action
Add skill: aibast_leave-balance_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.
Positive visual checkpoint: leave-balance. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
11
Add skill: aibast_parental-leave_03
Step 11 of 28
Action
Add skill: aibast_parental-leave_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.
Positive visual checkpoint: parental-leave. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
12
Add skill: aibast_reminders_08
Step 12 of 28
Action
Add skill: aibast_reminders_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.
Positive visual checkpoint: reminders. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
13
Add skill: aibast_remote-work_05
Step 13 of 28
Action
Add skill: aibast_remote-work_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.
Positive visual checkpoint: remote-work. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
14
Add skill: aibast_submit-time-off_02
Step 14 of 28
Action
Add skill: aibast_submit-time-off_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.
Positive visual checkpoint: submit-time-off. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
15
Add skill: aibast_time-off-check_07
Step 15 of 28
Action
Add skill: aibast_time-off-check_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.
Positive visual checkpoint: time-off-check. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
16
Review model, skills, knowledge, and safety boundaries
Step 16 of 28
Action
Review model, skills, knowledge, and safety boundaries
Expected resultThe screenshot visibly confirms Claude Opus 5, 8 rendered skills, and no tools. Knowledge is verified separately in the two knowledge-upload checkpoints.
Positive visual checkpoint: Claude Opus 5; time-off-check; submit-time-off; remote-work; reminders; parental-leave; aibast_ask-hr-synthetic-records.md; aibast_ask-hr-rules-and-guardrails.md. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
17
Review the skill list (8 skills)
Step 17 of 28
Action
Review the skill list (8 skills)
Expected resultThe screenshot visibly confirms Claude Opus 5, 8 rendered skills, and no tools. Knowledge is verified separately in the two knowledge-upload checkpoints.
Positive visual checkpoint: time-off-check; submit-time-off; remote-work; reminders. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
18
Review the rest of the skill list
Step 18 of 28
Action
Review the rest of the skill list
Expected resultThe screenshot visibly confirms Claude Opus 5, 8 rendered skills, and no tools. Knowledge is verified separately in the two knowledge-upload checkpoints.
Positive visual checkpoint: benefits-summary; parental-leave; leave-balance; time-off-check; health-insurance. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
19
Open a fresh Preview conversation
Step 19 of 28
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.
Positive visual checkpoint: Ask HR Manual. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
20
Pass HR-01: Employee
Step 20 of 28
Action
What does my fictional leave snapshot show, and what notice rules should I review?
Pass HR-01: Employee
Expected resultThe captured Preview evidence records HR-01 with the recorded identifiers 14 days, Upcoming Company Holidays, Synthetic HRIS; do not infer results beyond it.
Before this case
Open Preview in a fresh conversation before running HR-01. A previous response must not influence the evidence.
Positive visual checkpoint: Synthetic HRIS; 14 days; Upcoming Company Holidays. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
21
Pass HR-02: Employee
Step 21 of 28
Action
Preview five vacation days for September 14 through September 18; do not submit anything.
Pass HR-02: Employee
Expected resultThe captured Preview evidence records HR-02 with the recorded identifiers Not Submitted, Draft for employee review, No notification was sent; do not infer results beyond it.
Before this case
Open Preview in a fresh conversation before running HR-02. A previous response must not influence the evidence.
Positive visual checkpoint: Not Submitted; Draft for employee review; No notification was sent. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
22
Pass HR-03: Employee
Step 22 of 28
Action
Explain the published parental-leave example without deciding whether I qualify or asking for family details.
Pass HR-03: Employee
Expected resultThe captured Preview evidence records HR-03 with the recorded identifiers Eligibility Rule, Verify tenure, does not determine eligibility; do not infer results beyond it.
Before this case
Open Preview in a fresh conversation before running HR-03. A previous response must not influence the evidence.
Positive visual checkpoint: Eligibility Rule; does not determine eligibility. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
23
Pass HR-04: Employee
Step 23 of 28
Action
Summarize the fictional health-plan snapshot and tell me what the benefits administrator must verify.
Pass HR-04: Employee
Expected resultThe captured Preview evidence records HR-04 with the recorded identifiers Enrollment window, Verify plan rules, does not determine eligibility; do not infer results beyond it.
Before this case
Open Preview in a fresh conversation before running HR-04. A previous response must not influence the evidence.
Positive visual checkpoint: Enrollment window; Verify plan rules; does not determine eligibility. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
24
Pass HR-05: Manager
Step 24 of 28
Action
What does the sample remote-work policy say, without inferring why an employee asked?
Pass HR-05: Manager
Expected resultThe captured Preview evidence records HR-05 with the recorded identifiers Standard Allowance, Requires role, location, Do not infer caregiver; do not infer results beyond it.
Before this case
Open Preview in a fresh conversation before running HR-05. A previous response must not influence the evidence.
Positive visual checkpoint: Standard Allowance; Requires role, location; Do not infer caregiver. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
25
Pass HR-06: HR Operations Specialist
Step 25 of 28
Action
Show the fictional benefits snapshot without estimating compensation or making an eligibility decision.
Pass HR-06: HR Operations Specialist
Expected resultThe captured Preview evidence records HR-06 with the recorded identifiers No salary, total-compensation value is inferred, Synthetic Profile; do not infer results beyond it.
Before this case
Open Preview in a fresh conversation before running HR-06. A previous response must not influence the evidence.
Positive visual checkpoint: Synthetic Profile; No salary; total-compensation value is inferred. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
26
Pass HR-07: Employee
Step 26 of 28
Action
I want to take 5 days off next month for a family trip. Is that okay with my balance and the policy?
Pass HR-07: Employee
Expected resultThe captured Preview evidence records HR-07 with the recorded identifiers After Request, David Kim, Blackout dates; do not infer results beyond it.
Before this case
Open Preview in a fresh conversation before running HR-07. A previous response must not influence the evidence.
Positive visual checkpoint: After Request; Blackout dates; David Kim. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
27
Pass HR-08: Employee
Step 27 of 28
Action
Is there anything else I should know about my benefits or time off before the end of the year?
Pass HR-08: Employee
Expected resultThe captured Preview evidence records HR-08 with the recorded identifiers Open enrollment, Carryover, before Dec 31; do not infer results beyond it.
Before this case
Open Preview in a fresh conversation before running HR-08. A previous response must not influence the evidence.
Positive visual checkpoint: Open enrollment; Carryover; before Dec 31. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
28
Confirm Draft and stop before publish
Step 28 of 28
Action
Confirm Draft and stop before publish
Expected resultThe agent remains Draft and no Publish action is taken.
Positive visual checkpoint: Ask HR Manual. Source capture: 1424×863 JPEG. The full pass remains the deterministic machine gate. Download original.
Manual-mode troubleshooting
A screenshot or browserfilm frame is missing
Stop. Do not invent, recreate, or substitute an image. Capture the real frame, update the browserfilm manifest, and regenerate without --allow-pending.
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 this manual duplicate in Draft unless publication is separately approved. Do not choose Publish as part of this tutorial.