Bean Jar Labs

Turn one recurring workflow into an AI agent runbook.

I turn a messy spreadsheet, research, report, QA, or data cleanup process into repeatable Claude, Codex, Cursor, or Markdown instructions with templates and validation checks.

Email a workflow request View packages
Sanitized examples only Local-first deliverables No credentials required 
workflow/
  AGENTS.md
  runbook.md
  input-template.md
  output-template.md
  validation-checklist.md
  sample/
    sanitized-input.csv
    expected-output.md

Run:
1. Load the sanitized input.
2. Follow the runbook.
3. Validate against checklist.
4. Return the handoff packet.

Best fit

This is for work you already repeat, not a speculative automation project.

Ops and reporting

Weekly reports, status summaries, spreadsheet cleanup, executive brief drafts, and repeatable review steps.

Research and QA

Research briefs, competitor scans, product QA checklists, bug report templates, and evidence capture.

Data handoffs

CSV/import checks, local validation steps, field mapping notes, and safe handoff packets for humans to approve.

Packages

Start with one workflow. Keep scope tight enough to deliver.

Starter

$150
  • One recurring workflow
  • Agent runbook
  • Input/output templates
  • Validation checklist

Standard

$300
  • Everything in Starter
  • Small helper script or structured template
  • One revision
  • Edge-case checklist

Premium

$600
  • Two related workflows
  • Local folder structure
  • Validation pack
  • Handoff docs

Guardrails

No private data needed for the first version.

The first pass uses sanitized or synthetic examples. I do not need your credentials, access tokens, customer lists, financial data, medical/legal/HR data, or production access.

Delivery is a local workflow packet, not a managed SaaS or unattended production automation.

Fastest request format

1. Recurring task: 2. Current steps: 3. Sanitized sample input: 4. Desired output example: 5. Preferred tool: Claude Code / Codex / Cursor / ChatGPT / Markdown 6. How to validate correctness: 7. Deadline:

Email: steve.k.kall@gmail.com