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AI & agents

An assistant that proposes rather than acts, shows its work, and leaves every answer as a draft with a way back.

7 built · 7 declared

Assistant thread

4×

Source: src/app/composition/_blocks/ai-assistant-thread.tsx

Assistant

Operating book · Harlow & Pike

Proposes, never writes
Why is March short by $1,180.00 against the invoices we sent?
You · Today, 10:37
Assistant
Assistant · draft answer

One entry explains it. Noor Adeyemi’s March retainer for $1,180.00 was drafted on 3 March and never sent, so it is not counted as open . The last similar case was reversed rather than left drafted .

The bank export could not be read, so deposits were not checked — treat this answer as partial.

  1. 1ENT-2041Noor Adeyemi · March retainer invoice$1,180.00drafted
  2. 2ENT-2017Pinecrest Studio · Photography day rate$860.00reversed
Proposed change to ENT-2041Status drafted → open, send to noor@adeyemi.studio
Draft · Today, 10:38
Send it to Noor for me.
You · Today, 10:39
Assistant

I’ve prepared the send to noor@adeyemi.studio, but I won’t send it on my own. Review the change and apply it yourself — it can be undone for 10 minutes after.

Answers are drafts. Changes arrive as proposals you apply yourself.

A thread about one book: the steps it took (a failed one stays listed), citations that name entries, and a proposed change handed back for review with an undo.

Prompt composer

3×

Source: src/app/composition/_blocks/ai-prompt-composer.tsx

ContextENT-2041Operating book1–31 Mar
march-bank-export.csv214 rows · 18 KB
statement-feb.pdfPage 3 couldn’t be read

Proposals arrive as a draft you accept field by field. Nothing is written until you do.

Removable context chips, attachments with a retry, and an Answer only / Propose changes switch that sets what the assistant may do.

Proposed changes

4×

Source: src/app/composition/_blocks/ai-proposed-changes.tsx

Proposed changes to ENT-2041

Drafted by the assistant at 10:38 from your question. Nothing is saved until you apply.

Draft
  • Current value draftedProposed value openEvery other March invoice was sent within a day of drafting.
  • Current value No recipientProposed value noor@adeyemi.studioThe address on Noor Adeyemi’s last three invoices.
  • Current value NoneProposed value Mon 30 MarYour net-14 default, counted from today.
  • Current value 0%Proposed value 8.875%Matches the other 31 March invoices to this client’s city.
  • Current value EmptyProposed value March retainer, 20 hoursTaken from the drafted line items.
3 of 5 accepted

Before and after per field with the reason for each; accept row by row, apply, then undo.

Run trace

3×

Source: src/app/composition/_blocks/ai-run-trace.tsx

Run · Reconcile March

Started by Priya Raman, Today 10:36 · 5 steps

1 step failed
  1. 0.4 sDone
  2. 1.8 sDone

  3. file: march-bank-export (preparing) → The export is not ready yet. Not retried.

    3.0 sFailed
  4. 0.9 sDone
  5. —Waiting for you

Each step with its tool, timing and output; a failed step stays in the list and retrying adds a new step.

Answer with citations

3×

Source: src/app/composition/_blocks/ai-citations.tsx

Which clients are more than 30 days overdue?

Answered Today, 10:52 · read 4 entries in Operating book

Two clients, $6,840.00 in total. Oakfield Dental owes the most, $3,900.00 across two invoices. Mara Lindqvist’s $2,940.00 has been open 41 days. Pinecrest Studio was reversed yesterday and no longer counts.

Sources · 4 entries
  1. Status
    open
    Last activity
    Open 47 days
A draft answer. The sources are the entries it read, not a summary of them.

Numbered citations that name the entry and open its row in place, including the reversed entry the answer left out.

Starter prompts

3×

Source: src/app/composition/_blocks/ai-starter-prompts.tsx

Ask about Operating book

The assistant reads this book and proposes changes. It never writes on its own.

Reads the book
Proposes changes for you to accept

Starters grouped into read-only and proposes-changes; picking one fills the field for editing instead of sending it.

Assistant usage

2×

Source: src/app/composition/_blocks/ai-usage-meter.tsx

Assistant usage

Cycle resets 18 Sep

Runs this cycle1,684of 2,000 runs84%
x

At this pace you reach about 1,930 by 18 Sep. At 2,000, answers pause; proposals already drafted stay open.

Answers
1,241
Proposals · 301 accepted
443
Failed steps · not counted
164

Runs against the limit with a projection from the pace so far, a breakdown, and failed steps listed but not counted.