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Strengthen README positioning and quick start for agentic-ops#40

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mnkiefer merged 5 commits into
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copilot/update-readme-for-agentic-ops
May 14, 2026
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Strengthen README positioning and quick start for agentic-ops#40
mnkiefer merged 5 commits into
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copilot/update-readme-for-agentic-ops

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Copilot AI commented May 14, 2026

✨ Enhancement

What does this improve?

The README was technically accurate but did not explain why agentic-ops matters, who it is for, or how to adopt it quickly. This update reframes the package as an operational workflow bundle for measuring and reducing Copilot token spend, with a clearer path from discovery to installation.

Why is this valuable?

A stronger README makes the bundle easier to evaluate and adopt by platform teams, repo maintainers, and developer productivity engineers. It highlights the two core outcomes the workflows provide—visibility into token usage and actionable optimization guidance—instead of presenting them as isolated workflow files.

Implementation approach:

  • Title and positioning

    • Replaced the minimal heading with a stronger one-line hook that explains the bundle’s purpose up front.
    • Positioned agentic-ops as a focused package for auditing Copilot token usage and optimizing agentic workflows.
  • Audience and problem framing

    • Added a dedicated introduction that calls out the intended users.
    • Clarified the operational problem being solved: token usage is easy to accumulate and hard to analyze without repeatable workflows and historical context.
  • Value-oriented feature summary

    • Reworked the feature list to emphasize practical outcomes:
      • daily usage visibility
      • conservative optimization guidance
      • cost control
      • historical trend analysis
      • easy adoption via GitHub Agentic Workflows
  • Adoption path

    • Added a clearer quick-start section centered on the actual installation flow with gh aw add.
    • Kept the workflow catalog, but rewrote descriptions to better reflect the audit and optimization loop the bundle provides.
  • License

    • Added the requested MIT placeholder section.
gh aw add githubnext/agentic-ops/copilot-token-audit githubnext/agentic-ops/copilot-token-optimizer

# Then compile the installed workflows in your repository
gh aw compile

Copilot AI linked an issue May 14, 2026 that may be closed by this pull request
Co-authored-by: mnkiefer <8320933+mnkiefer@users.noreply.github.com>
Copilot AI changed the title [WIP] Update README to clarify value of agentic-ops workflows Strengthen README positioning and quick start for agentic-ops May 14, 2026
Copilot AI requested a review from mnkiefer May 14, 2026 18:48
@mnkiefer mnkiefer marked this pull request as ready for review May 14, 2026 18:53
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@copilot We keeping this agent agnostic, see #39. So update the README accordingly.

Copilot AI and others added 2 commits May 14, 2026 18:58
Co-authored-by: mnkiefer <8320933+mnkiefer@users.noreply.github.com>
Co-authored-by: mnkiefer <8320933+mnkiefer@users.noreply.github.com>
Co-authored-by: mnkiefer <8320933+mnkiefer@users.noreply.github.com>
@mnkiefer mnkiefer merged commit eebfaa1 into main May 14, 2026
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Copilot AI commented May 14, 2026

@copilot We keeping this agent agnostic, see #39. So update the README accordingly.

Addressed in 1476030. The README positioning and visible workflow labels are now agent-agnostic, while the current branch's install commands and links still point to the existing workflow IDs.

Copilot stopped work on behalf of mnkiefer due to an error May 14, 2026 19:00
Copilot AI requested a review from mnkiefer May 14, 2026 19:00
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Readme does not explain value

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