AIsa

AIsa

aisa.oneInferencePiPi
82/ 100
B
Score Breakdown82%

Lost points on 3 checks

  • time5/15
  • efficiency1/10
  • Context70/14
Eval Score (70% weight)81%
cost$0.00 (<$0.05, excellent)+10
time83s (60s–90s, good)+5
efficiency22 tool calls (≤25, below average)+1
found docsTouched docs at aisa.one: yes (10 matching tool calls)+10
zero errorsNo errors in tool outputs+5
syntax validCode compiles/parses correctly+5
created filesGenerated files: 1 (need ≥1)+10
full executionMethod: full_execution, Exit: 0+35
Checklist Score (30% weight)86%
Context7
+0
llms.txt
Link+14
MCP Server
Link+14
Typed SDK
Link+14
OpenAPI
Link+14
Agent Skills
Link+14
CLI
Link+14

Checklist determined by AI. If something looks wrong, .

Final Score
A: >=90%B: 75-89%C: 55-74%D: <55%
(81 × 0.7) + (86 × 0.3)= 82%
Replay
Using https://aisa.one/docs, complete the following task:

Using AIsa, build me a script that extracts structured data from this invoice and returns JSON:

---
INVOICE #INV-2024-0042
From: Acme Corp
Date: 2024-03-15

Items:
- Consulting Services: $500.00
- Travel Expenses: $150.00

Total: $650.00
---

The JSON output should have these fields: invoice_number, vendor, date, line_items (array), total
extract_invoice.py

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Run completed Oct 20, 2026, 8:11 PM