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Restore Speed as a distinct benefit (Copilot credits framing)#333

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Jun 22, 2026
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Restore Speed as a distinct benefit (Copilot credits framing)#333
adilei merged 2 commits into
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post/modern-mcs-agent-skills-speed

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@Roelzz

@Roelzz Roelzz commented Jun 22, 2026

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Stacked on top of @adilei's #332, targeting that branch so it can be reviewed and folded in before #332 merges.

Why

Adilei's edit pass folded the standalone Speed benefit into Accuracy on the grounds that it double-counted context-management + accuracy. I think Speed earns its own bullet: it's an efficiency axis (throughput/latency + spend), orthogonal to the quality axis (accuracy). This restores but reframed correctly.it

What changed

  • Restored Speed as its own benefit bullet (Speed and credits), so the list is back to four.
    lower response time and less Copilot credit spend. Kept the 'validate, don't assume' caveat.
  • Closing recap split the merged 'Accuracy and speed' sub-bullet into separate Accuracy and Speed and credits lines to match the four-benefit framing.

Single file touched: _posts/2026-06-15-modern-mcs-agent-skills.md. Renders locally at HTTP 200.

Co-authored-by: Copilot 223556219+Copilot@users.noreply.github.com

- Bring back Speed as its own benefit bullet (was folded into Accuracy)
- Reframe the credit angle correctly: a Skill nudges the agent toward the
  right approach, reducing knowledge searches, tool calls, and reasoning
  loops, which lowers response time and Copilot credit spend
- Split the closing recap's merged 'Accuracy and speed' into separate
  Accuracy and Speed-and-credits bullets to match the four-benefit framing

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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- Rename first benefit bullet to 'Speed and cost' and keep it product-
  generic (latency, throughput, cost); credits stay in the later recap
- Drop the long diagram caption; replace with a short paragraph that
  states the on-demand context model and ties back to the earlier
  benefits, delivering on the section heading

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
@adilei adilei merged commit 0aa235d into post/modern-mcs-agent-skills Jun 22, 2026
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@adilei adilei deleted the post/modern-mcs-agent-skills-speed branch June 22, 2026 15:01
@adilei

adilei commented Jun 22, 2026

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Reviewed and merged as-is into post/modern-mcs-agent-skills (folds into #332).

Verdict: the Speed restoration is sound. The Speed and cost (intro) vs Speed and credits (closing recap) wording is intentional, not a contradiction: the intro section Why an agent builder should care is generic Skills framing, so generic "cost" fits; the recap in Instructions, or a Skill? lands after the Copilot Studio walkthrough, where "credits" is the right product-specific currency.

Two minor house-style nits left in (non-blocking, your call for a future pass): a few em-dashes in the new Speed bullet and the de-italicized diagram caption (line ~61, now a plain paragraph rather than an italic caption).

adilei added a commit that referenced this pull request Jun 22, 2026
…332)

* Add post: Modern Agents Have Skills  Here's How They Work in Copilot StudioNow

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Reframe Skills post around instructions-on-demand; address review feedback

- Replace 'procedural memory' framing with 'instructions and resources loaded on demand'
- Add mental-model analogy section (table + hub diagram) and colored context-flow diagrams
- Update for shipped support: bundled resources and executable scripts
- Address review feedback (intro, accuracy/speed bullets, tool soft-pointing, agent-vs-skill examples, trust, dead link)
- New header image

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Edit pass on Skills post: tighten framing, add agent_edition, refine sections

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Review pass on Skills post: tighten narrative, soften claims, fix metadata

- Reframe intro around common cases vs. org-specific procedures (LLM-level)
- Drop the standalone Speed benefit; fold a speed note into Accuracy
- Tighten the context-model caption and cut the dangling forward-reference
- Clarify Skill upload options (SKILL.md or .zip with resources/scripts)
- Timestamp per-agent distribution; explain why tool pointers are 'soft'
- Rework 'A Skill, or a new agent?' into a clear two-signal heuristic
- Link the modern Copilot Studio announcement (no Skills docs yet)
- Soften the toolset/accuracy claim and tell readers to evaluate it
- Cut the redundant 'shapes' radial diagram (keep the table)
- Remove the stretchy mcp tag; add a closing engagement question

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Make header image alt text whimsical to match the illustration

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Make header alt a whimsical aside instead of a literal description

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Polish: center decision-tree caption, soften phrasing, trim redundant heuristic recap

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Restore Speed as a distinct benefit (Copilot credits framing) (#333)

* Restore Speed as a distinct benefit, reframed around Copilot credits

- Bring back Speed as its own benefit bullet (was folded into Accuracy)
- Reframe the credit angle correctly: a Skill nudges the agent toward the
  right approach, reducing knowledge searches, tool calls, and reasoning
  loops, which lowers response time and Copilot credit spend
- Split the closing recap's merged 'Accuracy and speed' into separate
  Accuracy and Speed-and-credits bullets to match the four-benefit framing

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Tighten opening flow: generic Speed and cost, fold diagram caption

- Rename first benefit bullet to 'Speed and cost' and keep it product-
  generic (latency, throughput, cost); credits stay in the later recap
- Drop the long diagram caption; replace with a short paragraph that
  states the on-demand context model and ties back to the earlier
  benefits, delivering on the section heading

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: Roel Schenk <roelschenk@gmail.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: adilei <adileibowiz@microsoft.com>
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2 participants