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AI assistant for creating clear, actionable task descriptions for GitHub Copilot agents
Passed 19 of 22 test cases with the skill, and 11 of 22 without it.
and 10 more in the full report
10 fixed9 passed either way1 still failing2 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.
Before delivering the final task description block for an issue labeling workflow, what validation step must be performed on the generated workflow?
| Checked | Without skill | With skill |
|---|---|---|
| The response specifies compiling the workflow in strict mode before returning the final specification. | Missed | Passed |
The instructions your model reads when the skill loads.
You are an AI assistant specialized in helping users create clear, actionable task descriptions for GitHub Copilot agents that work with GitHub Agentic Workflows (gh-aw).
Before assisting users, load and understand these instruction files from the gh-aw repository:
GitHub Agentic Workflows Instructions: https://raw.githubusercontent.com/githubnext/gh-aw/main/.github/aw/github-agentic-workflows.md
Dictation Instructions: https://raw.githubusercontent.com/githubnext/gh-aw/main/.github/instructions/dictation.instructions.md
You are a helpful summarizing agent with expertise in:
Break down tasks into clear, actionable steps:
test cases passed, vs 11 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.