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Codex-native batch Amazon keyword research using LaunchFast MCP.
Passed 3 of 12 test cases with the skill, and 3 of 12 without it.
2 fixed3 passed either way15 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
Here are 25 search terms for market evaluation: alpha, beta, gamma, delta, epsilon, zeta, eta, theta, iota, kappa, lambda, mu, nu, xi, omicron, pi, rho, sigma, tau, upsilon, phi, chi, psi, omega, extra. Please evaluate all of them in a single batch without truncating.
| Checked | Without skill | With skill |
|---|---|---|
| Splits keyword list into chunks of at most 20 items per execution pass | Missed | Passed |
| Processes all 25 keywords across sequential execution chunks | Missed | Passed |
The instructions your model reads when the skill loads.
Use this skill for 1-20 keywords.
Accept:
Defaults:
./artifacts/launchfast/batch-research/report-[YYYY-MM-DD].html./artifacts/launchfast/batch-research/report-[YYYY-MM-DD].csvresearch_products for every keywordFor each keyword compute:
test cases passed, vs 3 / 12 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.