AI Build Lab / Learn · Agent Workforce · Week 1 · Module 03

Hire your Chief of Staff and choose its style

How do I make this agent work for my work, and sound the way I want?

Staff only · where this page comes fromPrompts: all 11 from Hunter's course file (course/workforce/lessons/anw-l32.md on the student course files, see src/shelf/SOURCE.md), none of Sara's, per Sara 09-23 (hers were untested placeholders). Page, copy and drawings: Sara's 09-22 page (course-design ea2d00e).
In plain English

Everything you've watched so far ran on the supplied Chief of Staff, with our job in it. It doesn't know your priorities, your recurring job, or how you like to be spoken to. Today you make it yours.

You answer six questions. Your answers go into your own records, which the Chief of Staff reads before every job; nothing is saved until you say yes. Then you ask it to plan once more for the request you left open in Lesson 6 and ask it one thing: what's waiting on me?

After that you give it a voice. You pick a style, hear the same brief twice, and check that only the sound changed. Then you read it the way you'd read a new hire's first email, say what's off, and ask again.

You're approving a job as well as choosing a name. And it's a first version: you'll keep shaping it every week from here.

What you get

Your own Chief of Staff, working from your priorities, in a voice you chose, and its first brief.

Why it matters

Until it knows your priorities it can route work, but it can't tell you what deserves your attention.

How it works

You answer six questions with your Chief of Staff. It proposes the records; you approve the exact text and location before it saves and reads them back. You choose its name and how it sounds.

Your seat

You approve every change, line by line. Nothing is saved until you say yes.

Your Sept 20 "In plain English" and tiles, reworded for Tyler's build (candidate): your page said "your guide drafts the file"; in the build the six answers go into your records, which the Chief of Staff reads, and any change to its own file goes through Gigawatt with your yes. One paragraph added for the new step 6. Your original is folded below.
Your Sept 20 wording

Everything you've watched so far ran on our Chief of Staff, with our job in it. It doesn't know your work, your priorities, or how you like to be spoken to. Today you hire your own. You answer six questions. Your guide drafts the file. You read it, and nothing is saved until you say yes. Then you run it once and ask it one thing: what's waiting on me? After that you give it a voice...

Hunter's opening

The supplied Chief has a role. Now make that role useful for your work and choose how you want it to communicate. A memorable voice is welcome; missing facts and open decisions must remain just as clear.

Before you start

Everything this lesson needs is already in your workbench: your corrected brief, your approved sources, and the plan you left open in Lesson 6. Your Chief of Staff reads the first two before every job and finds the third in the job's records. The one new thing you supply today is your three priorities. Pick one of the three jobs from your before photo to work with. The Professor helps you learn and review; your Chief of Staff coordinates the organization's work.

Sara's edit, Sept 22: "bring" is the old model's word (students used to paste files in); in Tyler's build the agents read the records from the workbench themselves. And "bring three priorities" contradicted today's ruling that priorities are written in this lesson for the first time: no earlier lesson asks for them (Lesson 3 records three jobs, not priorities).
Hunter's wording

Bring your reviewed plan from Lesson 6, corrected founder brief, approved sources, and three priorities. Use a recurring case from your before photo. The Professor helps you learn and review; Chief coordinates the organization's work.

Start or resume this lesson

You'll work with both agents today, in two threads: The Professor for learning and course-progress notes; your Chief of Staff for the six decisions, operational records, briefs and the Voice Analyst. Call each in the way you did in Lesson 6. Then paste this to The Professor:

Use the native aibl-the-professor agent to guide my hire and style lesson. Read course/workforce/prompts/anw-l32.txt and course/workforce/lessons/anw-l32.md completely. Resume from my actual saved step. I will call Chief of Staff myself for its work. Show proposed record changes and wait for my yes; report missing files or unsupported routes.

Flag 1 · The start prompt

Same two things as Lesson 6: it reads course/workforce/module3-plan.md and lessons/anw-l32.md, neither in the student repo; and it has The Professor "have the Chief of Staff" do things, where your ruling has the student call the Chief of Staff in themselves. The prompts on this page follow the ruling.

Here, hire means approving and applying your personal working instructions to the supplied Chief, then seeing that Chief use them. It doesn't mean creating another agent with the same job. You may choose a name, but the name alone isn't the hire.

Part 1: give the role a job that is yours

You read Chief's file in Lesson 6. Keep that role: coordinating work, reading saved results, and bringing decisions to you. Personalization should make its purpose more useful, not quietly turn it into the Writer, the Reviewer, or an agent allowed to send on your behalf.

Six decisions to make

01

Priorities

Three lines about what matters most this month.

02

Recurring job

One of the three cases in your before photo.

03

Permitted inputs

Which approved sources that job needs, and what stays out.

04

Useful return

The result you want to inspect, such as a decision packet with sources and a recommendation.

05

Communication

What helps you act: short or detailed, bullets or prose, with missing information always visible.

06

Stopping rule

What must come back to you, including any additional boundary specific to your work.

His six decisions as cards; they are your six from Sept 20 (priorities, recurring job, what it may read, what it returns, how it talks to you, when it stops). Priorities are written here, per your Lesson 6 ruling today.

These are six decisions, not six guaranteed blank slots in the native file. Your brief, priorities, communication profile, and any reviewed role correction have different homes. Chief's current instructions already read the first three. A native role change needs the authorized setup process; saving an extra profile in a course folder doesn't make it active.

Try it: approve and verify the personalization

A brief is four headings. Start with the first.

After it has prepared its plan, ask it one question: "What's waiting on me?" What comes back always has the same four headings.

01Needs you.

The decisions waiting on you. Read this first.

What decision is waiting, and what would your answer unlock?

02Ran.

What got done.

The work behind the decision. If something is claimed and there's no saved work record, ask your guide to check before you treat it as done.

03Outstanding.

What's still open.

04Blocked or unclear.

What it couldn't settle, and why.

How to read the picture. One brief, four headings, top to bottom. Only the top one needs you. This is a made-up example. It is not a captured run, and nothing in Week 1 sends you a brief on a schedule.

The brief.One made-up brief with four headings. Only the top one needs you.
Visual 16 · The brief.
Your "A brief is four headings" block and Visual 16, the morning brief (ruled to this lesson, C101), as the lead-in to step 1, which asks for the current brief. "Your guide" in the block is read as the Chief of Staff.

1. Keep the starting version

Ask Chief for the current brief, including the plan left open in Lesson 6. Preserve that brief and the relevant current instructions before changing them. Confirm what is already known from your saved records.

Say this to your Chief of Staff:

Read course/workforce/lessons/anw-l32.md for the Chief of Staff activities and seven style checks. Keep course-progress saves with The Professor; you maintain the operational records you read. What's waiting on me? Show me the brief with its four headings, including the plan I left open in Lesson 6. Show me the exact record location and brief; wait for my yes before saving it as the version before I change anything. Read back the saved version and keep the original Lesson 6 work order.

Step names are yours where they fit; his were: Keep the starting version / Answer the six decisions / Review the proposed changes / Approve, then check the result. Four candidate prompts, none run: steps 1, 3 and 4 to your Chief of Staff (the brief, the proposed changes, the run), step 2 to The Professor (the interview and your records). Written from Tyler's files: the Chief of Staff reads your records and writes only under runs/ and work-orders/; The Professor writes your records on your yes; a change to an agent file goes through Gigawatt, which stages it and asks before moving it into place.

After an agent installation, removal, or setup change, Gigawatt runs a drift check: it compares the current setup with the charter's agreed rules. Ask to see the saved report. If it finds a difference, you decide whether to change the setup or approve a charter amendment; finding a difference does not authorize a repair. If you haven't adopted the charter yet, the check should say it was not run. Lesson 7 handles adoption and the follow-up check.

Don't create a standing order or unattended schedule as part of the hire. A recurring job is a repeated need; scheduling it is a separate decision after evidence of reliable work.

Read the diagram as an approval sequence, not a claim that creating a file makes an agent work.

Picture placeholder in Hunter's draft

existing Chief and records → six owner decisions → exact proposed changes → approval → active read-back and returned work. Distinguish personal records from an optional native setup change.

Flag 2 · Checked against Tyler's files: the drift check is the Charter Steward's, not Gigawatt's

The Steward's file: "The drift check. Run drift-check.py. Compare what the charter's authority table grants against what the registry, the settings files and the agent files for both apps declare." Gigawatt's own file says "the Steward's drift check keeps this file honest." So this paragraph names the wrong agent. Candidate: "the Charter Steward runs a drift check." Your Q29 ruling still applies: the student asks the Chief of Staff for the Steward's check.

Flag 5 · Your Visual 15 shows the old model; no drawing fits this placeholder yet

Visual 15, "The hire," draws a blueprint with six blank slots in the Chief of Staff's file, your guide filling them, and tools Read, Glob, Grep. Tyler's file has no slots, the tools line is longer, and the hire is personal records plus an optional native change through Gigawatt. So Visual 15 is not shown. His placeholder (records, six decisions, proposed changes, approval, read-back) needs a new drawing. Visuals 16 and 18 still fit and are shown.

Part 2: choose a voice you want to hear

This is part of the lesson, not an optional appendix. Pick a communication style with recognizable qualities: a direct coach, a warm host, a measured narrator, or dry humor with short sentences. It can reflect your own writing or a permitted style you enjoy. You're choosing a way of communicating, not pretending Chief is another person.

The Professor's teaching preference from Lesson 4 is separate. This profile is for Chief's work updates. Week 2's customer-facing Writer voice is another use again.

Echo, your Voice Analyst, analyzes samples. It doesn't write the finished brief. Its proposed voice package describes useful patterns and cites the samples behind them. Its empathy brief describes how to make collaboration easier, such as clearer pacing and visible decisions. That is communication guidance, not a diagnosis or a claim about hidden personality traits.

Two files, two jobs: how you want it to sound, and how that gets worked out.

Context

The communication profile. How it opens, how long it runs, what it never says, how it delivers bad news. It describes a way of talking, not a person. Your Chief of Staff reads it before every brief from now on.

Method

The Voice Analyst's procedure. Your Voice Analyst (Echo) reads style samples and proposes that profile. Same difference between context and a method you met in Module 1.

Use permitted samples and label their source and situation: explaining, answering a question, being casual, delivering bad news, recognizing progress and being brief. About 3,000 words is a collection guide, not proof of a complete profile. If a situation is missing, name the gap. You're designing a style, not claiming someone's identity or endorsement.

Your "Two files, two jobs" block (context versus method), with one sentence updated for Tyler's build: the Chief of Staff reads the profile itself. "Prepared made-up samples" is still in it; see the flag on supplied samples.

Give Echo enough variety

The samples cover six situations, because one kind of writing cannot show every part of a voice:

Situation What it lets you compare
Explaining at length Structure and development of an idea.
Answering a question How the response gets to the point.
Being casual Informality, rhythm, and ordinary language.
Delivering bad news or disagreeing Directness, care, and handling of tension.
Being pleased Energy without inventing praise or results.
Being brief What remains when space is limited.

Use permitted samples and label their source and situation. About 3,000 words is a collection guide, not proof of a complete profile. Echo checks coverage and reports thin or uneven evidence. If a situation is missing, name the gap; don't have Echo manufacture samples to fill it.

One style is enough. If you want a blend, keep each source voice distinct during analysis and choose which supported qualities to combine afterward. A blend still needs adjustment afterwards. A blend isn't automatically better because it has more sources.

Try it: analyze, choose, compare

1. Choose a style and approve the samples

Use your own permitted writing or other material you are allowed to process. Do not assume fictional starter samples are installed. Keep the six situations visible and identify gaps. Chief of Staff can record a request for the Technical Operator to gather a named public source, using only the scope you approve. That fetch route is held until its fixes are delivered and verified; do not run it from this lesson yet. Pasting a link is not blanket permission to search accounts or gather everything about a person.

Say this to your Chief of Staff:

I want my Chief of Staff to sound like [a calm dispatcher / a warm host / your choice]. Use my described preferences, approved transcript or writing I'm allowed to use; distinguish a description from sample evidence, label each one with its source and situation, and tell me which situations are thin. Show me the exact proposed work/course/staff/voice-samples.md before saving, wait for my explicit yes, then read it back. Keep the original quotes and sources intact; do not invent missing samples.

Same brief, different sound. The meaning must not move.

You'll ask "What's waiting on me?" twice: once plain, once in your chosen style. Same case, same facts, same work records. Read them side by side.

Plain

Needs you: confirm the room. Ran: the Quality Reviewer reviewed the draft and suggested one revision. Outstanding: the Communications Writer has not applied that revision. Blocked or unclear: room capacity is unconfirmed.

Warmer

Needs you: one decision, which room should we use? Ran: the Quality Reviewer has reviewed the draft and suggested one revision. Outstanding: the Communications Writer still needs to apply it. Blocked or unclear: we still need a confirmed room capacity.

Both keep the four headings, the same agents, the same suggestion, one outstanding revision and one unknown. A made-up example, not an actual return.

This one fails

"The Quality Reviewer fixed it, so say yes."

It turns a suggestion into a finished fix, and it pushes you to approve. A punchier voice must never pressure you into a yes.

Seven things that must survive any style.

which agent actedwhat it didwhether it's donewhat's unknownthe sourcethe numberswhat still needs your approval

How to read the picture. The same made-up brief three times: plain, a measured narrator, a brisk chef. Look for what stays the same in all three, not what changes.

Vanilla, and yours.The same made-up brief in three styles. Look for what stays the same in all three.
Visual 18 · Vanilla, and yours.
Six steps: his five plus your parked step 6 from Sept 21 ("read it like you'd read a new hire's first email... go round two or three times"), which is the loop you said the lesson was missing: today it ended at one side-by-side compare and "edit one line" happened before the student had seen any output. Step names are yours where they fit; his were: Choose the style and approve the samples / Ask Chief to commission Echo's analysis / Make one rule yours / Approve the communication profile / Ask for the same brief again. Six candidate prompts, none run: Echo is commissioned through your Chief of Staff (Q29); the samples and your one rule go to The Professor; the profile is saved by the Chief of Staff on your yes, which Tyler's file allows. Your "Same brief, different sound" block with the seven things that must not change sits before step 5.

Chief writes its own brief using the approved profile. If you ask for a separate piece of audience-facing copy, that belongs to YGM. Echo should not turn its analysis into imitation copy, and Chief should not pretend that its own summary is Echo's exact returned analysis.

Picture placeholder in Hunter's draft

two briefs with Needs you / Ran / Outstanding / Blocked or unclear aligned; highlight changed wording and unchanged facts, uncertainty, and approval boundaries. Show the approved style rule that explains one change.

Visual 18, "Vanilla, and yours," sits inside your "Same brief, different sound" block above, at his second placeholder's idea: two briefs side by side, same facts, different sound, with the approved rule that explains one change. Not ruled. One small mismatch: its samples are labelled "five situations"; Echo reads six.
Three sentences reworded so Sara and Tyler are not named in student copy (the same edit you ruled on the orientation, Lesson 4 and Lesson 6); Hunter's wording is in the flag beside them.
Flag 3 · Sara and Tyler named in student copy, four places

"Sara's sample design," "Sara's earlier target of roughly 3,000 words," "Tyler's current Echo checks coverage," "Tyler's demo used several styles." Same edit as the other pages, applied in green: the facts stand without the names. Checked: Echo's file does read the six situations and does report a thin or uneven corpus; the 3,000-word figure is yours and appears nowhere in Tyler's files.

Flag 4 · No supplied samples exist yet

Both your Sept 20 page ("the prepared made-up samples") and his draft ("supplied fictional samples") assume a starter set of six-situation samples. The student repo has none: no samples file, no prepared styles. Echo reads work/course/staff/voice-samples.md, which the student writes. Either the package ships a starter set (your nature-documentary narrator from Visual 18 is one) or the lesson tells students to bring their own. Also still in the student package: the retired skill aibl-design-communication-style, which Gigawatt's notes say moves to YGM.

Flag 6 · Small: naming, and one word to choose

Bare "Chief" 29 times; "Echo, your Voice Analyst" and "YGM" in their long forms. And one word: Echo's file calls its output a "voice package" (with an "empathy brief"); the lesson and the file name say "communication profile." Hunter uses both. Your ruling from Sept 21 (in memory): keep "communication profile" for the student. Candidate: say once that Echo calls its proposal a voice package, then use communication profile throughout.

When the result isn't what you expected
What you notice What to do
The new brief sounds the same Check that the approved profile was read. Then name a specific rule and the sentence that should reflect it.
It sounds lively but hides the missing fact Reject that change. Style must preserve uncertainty and decisions.
Echo's rule has no supporting quote Treat it as an inference or unsupported claim, not an established pattern.
Your samples mix several people without labels Separate them or reduce the selection before analysis.
The personalized file exists but the app uses the old one Mark the new version as not yet in use and have Chief request Gigawatt's setup check.
An update conflicts with your personal correction Review the proposed change and choose what to keep. Don't let an update silently replace it.

You can revise a preference later. Preserve the approved version and its purpose so you can understand what changed. The update process must show conflicts with your changes; this lesson doesn't authorize an update or promise one already handled them.

His table kept. Its last row (an update conflicts with your correction) is your C199; Tyler's installer treats an edited managed file as a conflict and stops updating it, so the row is right. Your Sept 20 stuck box is folded below.
Your Sept 20 stuck box
If you get stuck
What you notice, and your first move
What you noticeFirst move
The Chief of Staff wrote the draft itselfAsk which specialist should have had that job. Keep the mistaken return, and have your guide follow the correct route.
It routed to the wrong agentOpen the chosen agent's one-line job description and the map. Is the description vague, or is a responsibility missing? Propose the correction before changing it.
The work order just repeats your requestAsk for the five parts: which agent, what, with what, limits, back to whom.
The brief has no "Needs you"Ask which work records it read. The heading should say what needs you, or show that nothing is waiting.
It asks you something the rules already answerFind that rule and note the mismatch. Module 4 is where you read and agree those rules.

A possible misunderstanding: A saved profile is already hired, or a more confident style may turn a suggestion into completed work.

First hint: Find the selected version and actual return. Then compare what happened, not just how it sounds.

Another example: A theatre stage manager may say “One cue needs your call” instead of “Approval required.” Neither version can claim the lighting change happened before the technician confirms it.

A smaller step: Compare one line from the two actual briefs. Keep its actor, action and uncertainty fixed, change one style rule and retry only the unfinished comparison.

What you'll keep

Keep the six owner decisions, three priorities, original and approved instructions, and proof of which version was used. Keep the approved sample record, Echo's returned packages, your edit, the communication profile, and both briefs. Job returns stay under runs/; personal course records stay under work/course/staff/. Ask for the files by their purpose and read them back.

Saved for you in your workbench. Your six answers and your three priorities, in your records. The brief from before you changed anything, and the first brief after. The communication profile, with the Voice Analyst's proposal and your edit kept apart. Two briefs, plain and in your style, with your comparison. And what you changed after reading it.
Your "Saved for you" block, reworded for the records the build actually keeps.

Before you finish

Chief has used your approved working information in a returned plan or brief. You can identify one decision you made about the role, one style rule you changed, and one sentence that demonstrates it. Both briefs retain the same four headings and make missing facts and human decisions clear. If the run or activation is missing, that part remains unfinished.

Make the role useful. Make the voice yours. Keep the facts and decisions intact.

Next: Module 4, Set the rules and see what changed. Review the charter against the work you've now seen, then compare with the original starting picture.

Words you now own
the hirea brief: needs you, ran, outstanding, blocked or unclearstopping rulecommunication profilevoice packagedrift check
Solid: you can say what it is. Dashed: you will recognize it when you hear it.
On your screen when this ends3 checks
Self-assessed. No gate.
Your "Words you now own" (voice package and drift check added as dashed words, since the student will hear both) and three checks, the third one for the new step 6.
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