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Get Started Free →hashgraph-online/alibaba-supplier-outreach
Codex-native supplier sourcing and outreach workflow for Alibaba using LaunchFast research.
Passed 16 of 24 test cases with the skill, and 7 of 24 without it.
and 9 more in the full report
10 fixed6 passed either way7 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
When logging conversation notes across multiple suppliers, where is the summary index file located?
| Checked | Without skill | With skill |
|---|---|---|
| Maintains an index file at ./artifacts/launchfast/supplier-conversations/index.md | Missed | Passed |
The instructions your model reads when the skill loads.
This skill has three modes: outreach, reply review, and follow-up drafting.
Use these defaults when the user does not care:
./artifacts/launchfast/supplier-conversations/Ask once for:
Run:
supplier_research(keyword="<keyword>", goldSupplierOnly=true, tradeAssuranceOnly=true, maxResults=10)
Present a compact shortlist with:
test cases passed, vs 7 / 24 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.