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Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.
Passed 10 of 19 test cases with the skill, and 3 of 19 without it.
and 7 more in the full report
9 fixed3 passed either way10 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
We already have exact specifications written down for an automated issue triage workflow. We don't need an interview—we just want to create the new agentic workflow file directly. Which prompt should be loaded?
| Checked | Without skill | With skill |
|---|---|---|
| Loads .github/aw/create-agentic-workflow.md to create new workflow files directly without an interview. | Missed | Passed |
The instructions your model reads when the skill loads.
Use this skill when a user asks to design, create, update, debug, or upgrade GitHub Agentic Workflows in this repository.
This skill is a dispatcher: identify the task type, load the matching workflow prompt/skill file, and follow it directly. Keep responses concise and ask a clarifying question if the correct prompt is unclear.
Repository overlay (optional):
.github/aw/instructions.md exists, load it with @.github/aw/instructions.md after loading the matched prompt/skill.Read only the files you need:
Load these files from github/gh-aw (they are not available locally).
If GitHub API, gh api, or GitHub MCP downloads return HTTP 403 (including a token SAML-authorized for a different organization), do not retry with the same token. Fetch the public file without authentication from https://raw.githubusercontent.com/github/gh-aw/main/<path> instead, preserving its repository-relative path (including .github/). For example: curl --fail --silent --show-error --location 'https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/create-agentic-workflow.md'. Use the same fallback for referenced instructions and SKILL.md files; never send an Authorization header or token to the raw URL. If the public download fails, report that error rather than proceeding without the required instructions. This fallback is for public github/gh-aw content only, not private or enterprise repositories.
.github/aw/action-container-substitutions.md.github/aw/agent-runtime-instructions.md.github/aw/agentic-chat.md.github/aw/agentic-workflows-mcp.md.github/aw/analyzing-runs.md.github/aw/asciicharts.md.github/aw/campaign.md.github/aw/charts-trending.md.github/aw/charts.md.github/aw/cli-commands.md.github/aw/compat.md.github/aw/configure-agentic-engine.md.github/aw/context.md.github/aw/create-agentic-workflow-trigger-details.md.github/aw/create-agentic-workflow.md.github/aw/create-shared-agentic-workflow.md.github/aw/debug-agentic-workflow.md.github/aw/debug-model-engine-misconfiguration.md.github/aw/debug-security-review.md.github/aw/dependabot.md.github/aw/deployment-status.md.github/aw/designer-mappings.md.github/aw/designer.md.github/aw/drive-memory.md.github/aw/enclaves.md.github/aw/evals.md.github/aw/experiments.mdtest cases passed, vs 3 / 19 without
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