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Get Started Free →langfuse/langfuse-onboarding
Configure an agent for whoever is using it — outside contributor or Langfuse maintainer, which areas they work on, which integrations are connected — and, for someone genuinely new, walk them through onboarding.
Passed 5 of 11 test cases with the skill, and 3 of 11 without it.
and 5 more in the full report
7 fixed3 passed either way10 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
Where in the langfuse-docs repo can an agent find official team roster details such as GitHub handles, names, and roles?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies components-mdx/team-members.mdx as the team roster file. | Missed | Passed |
The instructions your model reads when the skill loads.
Two jobs, and they are separable — most of the time you only want the first.
Everything an agent needs in order to behave differently for a contributor than for a maintainer comes from the first, so do that before anything else.
Two signals, in order. Both are read-only.
gh api repos/langfuse/langfuse --jq '.permissions | {push, maintain, admin}'
push: true → maintainer. They have write access to the app repo.push: false or the call fails → treat as an outside contributor until they
say otherwise.Do not infer this from git config user.email. That is a local setting, not
an identity: roughly a third of recent commits here come from personal addresses,
and both @clickhouse.com (the company domain — Langfuse is part of ClickHouse)
and the older @langfuse.com are still in daily use. Write access answers the
question directly, so ask that instead of guessing from a string.
Say what you found and let them correct it. Never announce a role silently — a wrong guess sends someone down the wrong half of this file.
test cases passed, vs 3 / 11 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.