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Quality standards for structured deliverables, ensuring data is verifiable and traceable
Passed 13 of 22 test cases with the skill, and 6 of 22 without it.
and 16 more in the full report
8 fixed5 passed either way8 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
The CEO just reviewed our market expansion revenue forecast for Q3 conservative scenario and confirmed it aligns with internal estimates. Please update the artifact entry in our system to record that it has been cross-checked, including the verifier's identity, timestamp, original web source, and review notes.
| Checked | Without skill | With skill |
|---|---|---|
| Executes wanman artifact put CLI command | Missed | Passed |
| Sets path to revenue/conservative/q3 | Missed | Passed |
| Sets source metadata field to cross_validated | Missed | Passed |
The instructions your model reads when the skill loads.
Every artifact's metadata must include:
| Field | Type | Description |
|---|---|---|
source | string | Data source identifier |
confidence | number (0-1) | Confidence score |
training_data → From model training data (lowest confidence)
estimate → Extrapolated from known data
web_search:<domain> → Web search result, specify the domain
government_data → Official government data
industry_report → Industry report
api:<service> → API call result
cross_validated → Cross-validated
0.9+ → Official data, multi-source validated
0.7-0.9 → Reliable source, single validation
0.5-0.7 → Web search result, not cross-validated
0.3-0.5 → Extrapolation/estimate with reasonable basis
0.1-0.3 → Training data or rough estimate
When the CEO or another agent validates an artifact, update the metadata:
wanman artifact put --kind market_data --path "competitors/pricing" \
--meta '{"source":"cross_validated","confidence":0.85,"verified":true,"verified_by":"ceo","verified_at":"2024-01-15","original_source":"web_search:dianping.com","validation_notes":"consistent with Meituan data"}'
test cases passed, vs 6 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.