Examples¶

Worked end-to-end runs. Every example has a real input, a real output, and a last_tested date.

1. DEPRO Calculator — Well A-12, Q1 2026¶

Input: inputs.example.yaml (Well A-12, 4,200 bopd design, 2,160 hours, 4 downtime events)

Run:

python3 canon/drilling/upstream/depro-calc/depro_calc.py \
  --input canon/drilling/upstream/depro-calc/inputs.example.yaml \
  --mc-runs 1000

Output (excerpt):

  Design rate:              4,200 bopd
  Availability:             94.35 %
  DEPRO:                 3,962.78 bopd

  Monte Carlo (1000 runs):
    Mean:     3,962.70 bopd
    P10:      3,957.08 bopd
    P90:      3,968.27 bopd

Result: 94.35% availability, 3,962.78 bopd DEPRO, MC P10/P90 band [3,957 / 3,968] bopd.

Full artifact page →

2. API Q1 Audit Checklist — Al Mansoori Drilling Services LLC¶

Input: inputs.example.yaml (org name + 22 evidence items known-present)

Run:

python3 canon/quality/api-q1/audit-checklist/audit_checklist.py \
  --input canon/quality/api-q1/audit-checklist/inputs.example.yaml \
  --output findings.xlsx

Output (summary):

  Clauses:        36
  OPEN:           18
  PARTIAL:        16
  CLOSED:         2

  CRITICAL:       0
  HIGH:           17
  MEDIUM:         14
  LOW:            5

Result: 36 clauses audited, 0 CRITICAL / 17 HIGH / 14 MEDIUM / 5 LOW, 18 OPEN / 16 PARTIAL / 2 CLOSED. Output XLSX with per-clause evidence, gaps, and notes.

Full artifact page →

3. SME Audit Deliverable Flow — mock HVAC contractor, Abu Dhabi¶

Input: client name + website, Standard tier ($3K)

Run:

flow-audit-deliverable: client = "Cool Air HVAC LLC", tier = Standard.

Output: 7-document package in ~/clients/cool-air-hvac-2026-06-03/, plus Airtable CRM record, Resend email to client, ~$0.54 cost.

Result: Full deliverable in ~30 min wall clock. Chat summary lists top 3 findings, recommends next step (call booking), quotes follow-on pricing.

Full artifact page →

4-7. Coming soon¶

#	Example	Artifact	Target
4	Cementing job design from a well spec	`cement-job-design`	Day-2
5	IWCF L4 30-min drill	`iwcf-l4-drill`	Day-2
6	Pareto chart from a CSV of issues	`pareto-script`	Day-2
7	Full 50-lead ICP research	`flow-lead-research`	Day-5

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