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Review or correct a Remotion pull request title
Passed 17 of 22 test cases with the skill, and 6 of 22 without it.
and 14 more in the full report
16 fixed2 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.6-flash on 10/3/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
Propose a PR title for refactoring the monorepo release automation script in `.github/workflows/release.yml` to simplify version bookkeeping.
| Checked | Without skill | With skill |
|---|---|---|
| The PR title starts with the prefix 'Internal:'. | Missed | Passed |
| The PR title uses a concise description without conventional commit scope prefixes. | Missed | Passed |
The instructions your model reads when the skill loads.
When given a pull request, inspect its current title and diff before proposing a name. Treat the title as a changelog entry for developers, not as a high-level summary of the work and not as an inventory of everything that changed. Do not automatically reuse the commit message.
Choose the narrowest title that still explains the developer-facing change. Aim for the right abstraction level rather than maximum specificity: use one concrete anchor and one clear outcome.
Do not infer the prefix from the directory name or from a Conventional Commit
scope such as fix(core). For a package change, read the affected package's
package.json and use its exact name value.
By default, use that package name in the PR title:
`[package-name]`: [description]
For example:
`@remotion/shapes`: Add heart shape
If multiple packages are affected, use the package that owns the primary user-facing change, not necessarily the package with the most changed files.
Use these guidelines in order:
test cases passed, vs 6 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.