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Skills: split oversized skills into a core plus references - #1060
Follows #1050, which has merged, and is rebased onto main. Skill names and descriptions don't change.
What this does
The largest skills now keep a short core in SKILL.md and move detail into references that load only when needed. Every reference has a Load when row in its core. Consent and safety rules stay in the core.
Skill
Core before → after (~tokens)
Moved into references
winapp-ui-automation
9,413 → 4,216
keyboard and hover (input.md), drag, touch, pen, and scrolling (gestures.md), video recording (capture.md), reading state, setting values, and file dialogs (dialogs-and-state.md), troubleshooting, JSON envelope highlights (ui-json-envelope.md)
winapp-find-api
6,396 → 3,048
less common patterns and verb syntax, concepts, troubleshooting
winapp-setup
6,450 → 2,639
private NuGet feeds (nuget-feeds.md). winapp run project mode and single-file .cs apps moved to winapp-identity references
winapp-identity
2,863 → 3,116
receives run-project-mode.md and single-file-apps.md. Its production sparse packaging section moved to production-sparse.md
winui-ui-testing
5,585 → 2,027
batch script template (Step 2), pickers, flyouts, dialogs, and input, Sandbox persistence and file transfer
winui-code-review
1,638 → 1,744
quality-rules.md (3.2k) is split into performance, security, accessibility, code-quality, and globalization references, so a review reads only the topic it needs
winui-design
3,388 → 2,971
window sizing. brushes-and-icons.md is split into brushes.md and icons.md
Totals: unique core bodies drop from 65.5k to 49.5k tokens (−24%). The largest core is now 4.2k (was 9.4k). Always-loaded metadata doesn't change (WinApp 987, WinUI 594).
Stale fixes
No wildcard Get-AppxPackage … | Remove-AppxPackage. winapp-package now looks up the exact package by identity name and removes it only after the user confirms.
Removed the contributor-only scripts\test-samples.ps1 section from winapp-maui. It now links to the MAUI sample on GitHub.
Removed the v0.3.1 envelope history from the winapp ui --json reference.
Cross-skill paths: winui-design, winui-code-review, winui-dev-workflow, and winui-wpf-migration now say "load the winui-packaging skill and read its sourcegen-patterns.md reference". Before, a bare references/… path didn't resolve from those skills. The C5 spike copied the file into four skills. This PR keeps one copy instead.
The WinUI agent said "chain dependent commands with &&". It now says to use ; in PowerShell, which matches winapp-ui-automation.
The spike's new content (Store reference, Fluent without porting, C++ WinUI guard, AutomationId authoring rule) is not in this PR.
Benchmark capability maps
No capability map changes. Every capability's content still sits in the core: commands, triggers, and the main workflow. References add detail to a capability, but no capability lives only in a reference. So skill-level credit stays correct, and adding file keys would only repeat the parent skill's capabilities. The existing winapp-current/winui-current maps apply to both sides.
Results
Both sides ran on the same harness, at #1050's head (408dc75d), and the baseline plugins come from that commit. Since then, main changed only winapp-find-ui and winapp-sandbox, and this PR doesn't touch either. Configuration both, no agent, 3 models, 2 iterations. Differences are paired (same scenario, model, and iteration). 95% CIs are bootstrapped over scenarios.
Outcomes and routing
Measure
Pairs
Base
Split
Δ [95% CI]
Better / worse
Held-out routing
674
0.737
0.731
−0.006 [−0.023, +0.012]
19 / 24
Held-out answer
521
0.835
0.840
+0.005 [−0.010, +0.019]
25 / 20
Demand outcome (two judges)
360
0.792
0.796
+0.004 [−0.019, +0.026]
40 / 36
By model:
Model
Held-out routing Δ
Held-out answer Δ
Demand outcome Δ
claude-sonnet-5.5
−0.024 [−0.069, +0.020]
+0.003 [−0.036, +0.042]
−0.004 [−0.054, +0.042]
claude-opus-5.5
+0.018 [−0.007, +0.046]
+0.014 [+0.000, +0.036]
−0.010 [−0.044, +0.023]
gpt-6.1-sol
−0.011 [−0.033, +0.009]
−0.003 [−0.034, +0.024]
+0.027 [−0.002, +0.058]
Every CI includes zero. Pairs where neither side loaded a split skill have identical skill text, so they show the noise level: demand +0.004 [−0.019, +0.027], held-out routing −0.001. Pairs where a split skill loaded: demand +0.007 [−0.071, +0.083], held-out answer −0.006 [−0.050, +0.029].
Tokens
Per run
Base
Split
Δ
Held-out, skill context + reference reads
3,287
2,679
−18%
Demand, skill context + reference reads
1,702
1,550
−9%
Runs that loaded a split skill, GPT
9,975
6,834
−31%
Runs that loaded a split skill, Opus
5,628
4,668
−17%
Runs that loaded a split skill, Sonnet
4,681
3,931
−16%
Credits per run are flat (held-out 10.5 → 10.3, demand 9.5 → 9.4), because Copilot's own prompt dominates input.
Reference reads
When a split skill loaded, the agent read one of its references in 34–52% of runs (GPT 34%, Opus 39%, Sonnet 52%). By skill:
Answers hold for every capability. The ui.test/ui.automate routing dips come from 8 flipped pairs. In 5 of them, Sonnet loaded no skill at all on one side. In the other 3, a different second skill was chosen after the first skill loaded, and one of those favored the split. Routing happens before the skill body loads, and descriptions didn't change, so these flips aren't caused by content moving into a reference. No content was pulled back into a core.
Ship rule
Outcomes and routing hold within noise, and loaded skill text drops. This passes.
Credits
22,912 of the 23,000 cap: runs 20,969 (2,082 runs) and two-judge grading 1,943. Opus held-out iteration 2 stopped at its credit cap with 14 runs left. I finished 8 of them, enough to complete their pairs within the cap. The 3 wrenfall-category-browser-example prompts have no Opus iteration-2 pair; their iteration-1 pairs still count.
Validation
scripts\validate-plugin-package.ps1: 0 errors
scripts\validate-llm-docs.ps1 against a Debug CLI: command examples match the schema
Benchmark Pester: 157 passed
run.ps1 -Lint: 0 errors, 54 warnings (same as base)
scripts\tests\Test-WinuiUiTestingSandbox.ps1 now checks the skill's core and references together, because the batch template moved into a reference. It passes.
Please check by hand
winapp-ui-automation: the core still reads well for a first-time winapp ui user. The new focus and --allow-system-keys lines in Tips restate rules that moved to references.
winui-ui-testing: Step 2 now points to references/batch-template.md. The core also restates the Sandbox shutdown consent rule.
winapp-package: the uninstall example (exact identity name, user confirmation) replaces the wildcard.
winapp-identity now owns winapp run project mode and .cs apps, and winapp-setup points there. Is that the split you want?
Whether to share one AOT reference across skills, as done here, or to copy it into each skill, as the spike did.
Coverage checklist: where every section of the changed skills went
Generated by matching each section's lines at 408dc75d against the new tree. Sections marked "(edited)" changed some lines: stale fixes, anchor fixes, or a self-reference.
winapp-find-api/SKILL.md
Section
Now in
(intro)
winapp-find-api/SKILL.md
This is an agent-first command
winapp-find-api/SKILL.md
When to use
winapp-find-api/SKILL.md
Use it on compile errors, not just before writing code
… fix stale guidance
Same skill names and descriptions. Moves detail out of winapp-ui-automation, winapp-find-api,
winapp-setup (run/debug content now lives in winapp-identity references), winui-ui-testing,
winui-code-review (quality rules by topic), and winui-design (brushes, icons, window sizing).
Every reference has a 'Load when' row in its core; consent and safety rules stay in core.
Stale fixes: no wildcard Remove-AppxPackage; drop the contributor-only test-samples line and
the v0.3.1 envelope history; name the owning skill for the AOT reference instead of a
cross-skill relative path; the WinUI agent no longer advises chaining with &&.
Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
Splits large WinApp and WinUI skills into concise cores with on-demand references, reducing loaded context while preserving workflows and safety guidance.
Changes:
Extracts detailed guidance into focused reference files with load conditions.
Moves run/identity guidance from setup into the identity skill.
Corrects stale uninstall, MAUI, cross-skill, and PowerShell guidance.
This newly duplicates the Debugging by framework section from winapp-frameworks/SKILL.md:117-134 verbatim. That adds always-loaded core text and creates two canonical copies that can diverge when framework commands change, contrary to this PR's core-size goal. Keep the matrix in winapp-frameworks and use a short cross-skill pointer here.
This issue also appears on line 192 of the same file.
Loading this reference for High Contrast currently leads to a dead end: references/theme-accessibility.md:38 still tells the reader to open brushes-and-icons.md, but this split removes that file in favor of brushes.md and icons.md. Update the stale pointer to brushes.md so the HC pairing table remains reachable.
Other suites are reflected in the overall validation status above.
✅ 8331 passed, 37 skipped out of 8368 tests in 1063.9s (-108.0s vs. baseline)
Test Coverage
✅ 87.5% line coverage, 82.2% branch coverage · ✅ no change vs. baseline
CLI Startup Time
63ms median (x64, winapp --version) · ✅ no change vs. baseline
Try This Build
Installs the MSIX for your architecture, replacing any previously installed build. Needs the GitHub CLI — the command offers to install it and sign you in if it is missing.
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🤖 AI-generated review (winappcli pr-review skill) — verify before acting.
The split looks good. Every moved section lands in a reference, every reference has a Load when row, and the deleted file names aren't referenced anywhere. validate-plugin-package.ps1 (with a CLI schema built from this branch), Test-WinuiUiTestingSandbox.ps1, and the benchmark Pester tests all pass. Please make these three small fixes before merging.
1. The Windows-key shortcut tip gives a command that does nothing
What is wrong: The new tip in the core says win+… shortcuts "are refused unless you pass --allow-system-keys". It leaves out --via send-input, which is the option that makes the shortcut fire. The example this PR removed had it.
Show me:winapp ui send-keys "win+r" -a myapp --allow-system-keys → prints a warning that "--allow-system-keys only applies to --via send-input", exits 0, and no Run dialog opens. Expected: winapp ui send-keys "win+r" -a myapp --via send-input --allow-system-keys. See UiSendKeysCommand.cs, around line 230. Under the default post-message transport nothing is refused either, so "are refused" is also wrong.
Why it matters: An agent that reads only the core runs a command that does nothing and reports success.
Smallest fix: Change the tip to say --via send-input --allow-system-keys.
2. The trusted-directory warning for init/restore left the setup core
What is wrong: The note "run these commands only against directories you trust" moved to references/nuget-feeds.md. Agents load that file only for a private feed or a 401/403 error, but the risk applies to every init and restore. This contradicts "consent and safety rules stay in the core".
Show me: Clone a repo whose nuget.config adds an unknown feed, then ask the agent to "set up this project with winapp". It loads only the core, sees no warning, and runs winapp restore against that feed.
Why it matters: Packages from an untrusted feed can run code during restore or build.
Smallest fix: Put one sentence back in the core next to init/restore: "init and restore use the target directory's nuget.config. Run them only on directories you trust."
Location:plugins/winapp/skills/winapp-setup/SKILL.md, near the Load when table (line ~161)
3. The ; chaining advice no longer separates dependent steps
What is wrong: "Chain dependent commands with &&" became "chain commands with ;". In PowerShell, ; runs the next command even if the previous one failed.
Show me:dotnet build ; winapp run . → the build fails, then the old binary launches anyway.
Why it matters: The agent tests stale output and reports success on code that didn't build.
Smallest fix: Add "Use ; only for independent commands. For dependent steps, check $LASTEXITCODE before the next command."
Location: line 24 of both plugins/winui/agents/winui-dev.agent.md and plugins/winui/agent-plugin/com.github.copilot/agents/winui-dev.agent.md
On your two questions: moving winapp run project mode and single-file apps to winapp-identity makes them easier to find, because that skill's description mentions running with identity and winapp-setup's doesn't. Keeping one shared sourcegen-patterns.md instead of four copies is the right call.
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Zach Teutsch (zateutsch)
left a comment
Follows #1050, which has merged, and is rebased onto
main. Skill names and descriptions don't change.What this does
The largest skills now keep a short core in
SKILL.mdand move detail into references that load only when needed. Every reference has a Load when row in its core. Consent and safety rules stay in the core.winapp-ui-automationinput.md), drag, touch, pen, and scrolling (gestures.md), video recording (capture.md), reading state, setting values, and file dialogs (dialogs-and-state.md), troubleshooting, JSON envelope highlights (ui-json-envelope.md)winapp-find-apiwinapp-setupnuget-feeds.md).winapp runproject mode and single-file.csapps moved towinapp-identityreferenceswinapp-identityrun-project-mode.mdandsingle-file-apps.md. Its production sparse packaging section moved toproduction-sparse.mdwinui-ui-testingwinui-code-reviewquality-rules.md(3.2k) is split into performance, security, accessibility, code-quality, and globalization references, so a review reads only the topic it needswinui-designbrushes-and-icons.mdis split intobrushes.mdandicons.mdTotals: unique core bodies drop from 65.5k to 49.5k tokens (−24%). The largest core is now 4.2k (was 9.4k). Always-loaded metadata doesn't change (WinApp 987, WinUI 594).
Stale fixes
Get-AppxPackage … | Remove-AppxPackage.winapp-packagenow looks up the exact package by identity name and removes it only after the user confirms.scripts\test-samples.ps1section fromwinapp-maui. It now links to the MAUI sample on GitHub.winapp ui --jsonreference.winui-design,winui-code-review,winui-dev-workflow, andwinui-wpf-migrationnow say "load thewinui-packagingskill and read itssourcegen-patterns.mdreference". Before, a barereferences/…path didn't resolve from those skills. The C5 spike copied the file into four skills. This PR keeps one copy instead.&&". It now says to use;in PowerShell, which matcheswinapp-ui-automation.The spike's new content (Store reference, Fluent without porting, C++ WinUI guard, AutomationId authoring rule) is not in this PR.
Benchmark capability maps
No capability map changes. Every capability's content still sits in the core: commands, triggers, and the main workflow. References add detail to a capability, but no capability lives only in a reference. So skill-level credit stays correct, and adding file keys would only repeat the parent skill's capabilities. The existing
winapp-current/winui-currentmaps apply to both sides.Results
Both sides ran on the same harness, at #1050's head (
408dc75d), and the baseline plugins come from that commit. Since then,mainchanged onlywinapp-find-uiandwinapp-sandbox, and this PR doesn't touch either. Configurationboth, no agent, 3 models, 2 iterations. Differences are paired (same scenario, model, and iteration). 95% CIs are bootstrapped over scenarios.Outcomes and routing
By model:
Every CI includes zero. Pairs where neither side loaded a split skill have identical skill text, so they show the noise level: demand +0.004 [−0.019, +0.027], held-out routing −0.001. Pairs where a split skill loaded: demand +0.007 [−0.071, +0.083], held-out answer −0.006 [−0.050, +0.029].
Tokens
Credits per run are flat (held-out 10.5 → 10.3, demand 9.5 → 9.4), because Copilot's own prompt dominates input.
Reference reads
When a split skill loaded, the agent read one of its references in 34–52% of runs (GPT 34%, Opus 39%, Sonnet 52%). By skill:
winui-ui-testingbatch-template.md)winapp-identityproduction-sparse.md)winapp-ui-automationui-json-envelope.md,dialogs-and-state.md)winui-code-reviewwinui-designwindow-sizing.md)winapp-find-apiwinapp-setupCapabilities whose content partly moved
Held-out + demand, 36 runs per side.
ui.automateui.testapi.lookupproject.setupproject.scaffoldidentitywinui.reviewwinui.designsandbox.runAnswers hold for every capability. The
ui.test/ui.automaterouting dips come from 8 flipped pairs. In 5 of them, Sonnet loaded no skill at all on one side. In the other 3, a different second skill was chosen after the first skill loaded, and one of those favored the split. Routing happens before the skill body loads, and descriptions didn't change, so these flips aren't caused by content moving into a reference. No content was pulled back into a core.Ship rule
Outcomes and routing hold within noise, and loaded skill text drops. This passes.
Credits
22,912 of the 23,000 cap: runs 20,969 (2,082 runs) and two-judge grading 1,943. Opus held-out iteration 2 stopped at its credit cap with 14 runs left. I finished 8 of them, enough to complete their pairs within the cap. The 3
wrenfall-category-browser-exampleprompts have no Opus iteration-2 pair; their iteration-1 pairs still count.Validation
scripts\validate-plugin-package.ps1: 0 errorsscripts\validate-llm-docs.ps1against a Debug CLI: command examples match the schemarun.ps1 -Lint: 0 errors, 54 warnings (same as base)scripts\tests\Test-WinuiUiTestingSandbox.ps1now checks the skill's core and references together, because the batch template moved into a reference. It passes.Please check by hand
winapp-ui-automation: the core still reads well for a first-timewinapp uiuser. The new focus and--allow-system-keyslines in Tips restate rules that moved to references.winui-ui-testing: Step 2 now points toreferences/batch-template.md. The core also restates the Sandbox shutdown consent rule.winapp-package: the uninstall example (exact identity name, user confirmation) replaces the wildcard.winapp-identitynow ownswinapp runproject mode and.csapps, andwinapp-setuppoints there. Is that the split you want?Coverage checklist: where every section of the changed skills went
Generated by matching each section's lines at
408dc75dagainst the new tree. Sections marked "(edited)" changed some lines: stale fixes, anchor fixes, or a self-reference.winapp-find-api/SKILL.md
winapp-find-api/SKILL.mdwinapp-find-api/SKILL.mdwinapp-find-api/SKILL.mdwinapp-find-api/SKILL.mdwinapp-find-api/SKILL.md--filteron big member lists — not on enumswinapp-find-api/SKILL.mdwinapp-find-api/SKILL.mdwinapp-find-api/SKILL.mdwinapp-find-api/SKILL.mdwinapp-find-api/SKILL.mdwinapp-find-api/SKILL.mdwinapp-find-api/references/more-patterns.mdwinapp-find-api/references/more-patterns.mdwinapp-find-api/references/more-patterns.mdwinapp-find-api/references/more-patterns.mdwinapp-find-api/references/more-patterns.mdwinapp-find-api/references/concepts.mdwinapp-find-api/references/scopes-and-troubleshooting.mdwinapp-find-api/references/more-patterns.mdwinapp-identity/SKILL.md
winapp-identity/SKILL.mdwinapp-identity/SKILL.mdwinapp-identity/SKILL.mdwinapp-identity/SKILL.mdwinapp-identity/SKILL.mdwinapp-identity/SKILL.mdwinapp-identity/SKILL.mdwinapp-identity/SKILL.mdwinapp-identity/SKILL.mdwinapp-identity/SKILL.mdwinapp-identity/SKILL.mdwinapp runvscreate-debug-identitywinapp-identity/SKILL.mdwinapp-identity/SKILL.mdwinapp-identity/SKILL.mdinit --sparse/pack/embed-identity)winapp-identity/references/production-sparse.mdwinapp-identity/SKILL.mdwinapp-package/SKILL.mdwinapp-maui/SKILL.md
winapp-maui/SKILL.mdwinapp-maui/SKILL.mdwinapp-maui/SKILL.mdwinapp-maui/SKILL.mdwinapp-maui/SKILL.mdwinapp-maui/SKILL.md--manifestat the resolved manifestwinapp-maui/SKILL.mdwinapp-maui/SKILL.mdwinapp-maui/SKILL.mdwinapp-maui/SKILL.mdwinapp-maui/SKILL.mdwinapp-maui/SKILL.mdwinapp-package/SKILL.md
winapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.md(edited)winapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-package/SKILL.mdwinapp-setup/SKILL.md
winapp-setup/SKILL.mdwinapp-setup/SKILL.mdwinapp-setup/SKILL.mdwinapp-setup/SKILL.mdwinapp-setup/SKILL.mdwinapp-setup/SKILL.mdwinapp-identity/references/production-sparse.mdwinapp-setup/SKILL.mdwinapp-setup/references/nuget-feeds.mdwinapp-setup/SKILL.mdwinapp-identity/references/run-project-mode.mdwinapp runon a.csproj(.NET / WinUI)winapp-identity/references/run-project-mode.md(edited)winapp runon a C++.vcxprojwinapp-identity/references/run-project-mode.mdwinapp runon a.csfile-based appwinapp-identity/references/single-file-apps.mdrunandcreate-debug-identitywinapp-identity/references/run-project-mode.mdwinapp-setup/SKILL.mdwinapp-setup/SKILL.mdwinapp-setup/SKILL.mdwinapp-package/SKILL.mdwinapp-ui-automation/references/ui-json-envelope.md
winapp ui --jsonenvelopeswinapp-ui-automation/references/ui-json-envelope.md(edited)ui inspect --jsonwinapp-ui-automation/references/ui-json-envelope.md(edited)ui inspect --ancestors --jsonwinapp-ui-automation/references/ui-json-envelope.mdui inspect --interactivewinapp-ui-automation/references/ui-json-envelope.mdui get-focused --jsonwinapp-ui-automation/references/ui-json-envelope.md(edited)ui search --jsonwinapp-ui-automation/references/ui-json-envelope.mdui wait-for --jsonwinapp-ui-automation/references/ui-json-envelope.mdui get-property --jsonwinapp-ui-automation/references/ui-json-envelope.mdwinapp-ui-automation/references/ui-json-envelope.mdui status --jsonwinapp-ui-automation/references/ui-json-envelope.mdui invoke --jsonwinapp-ui-automation/references/ui-json-envelope.mdwinapp-ui-automation/references/ui-json-envelope.mdwinapp-ui-automation/references/ui-json-envelope.mdwinapp-ui-automation/SKILL.md
winapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/references/capture.mdwinapp-ui-automation/references/input.mdwinapp-ui-automation/references/input.mdwinapp-ui-automation/references/gestures.mdwinapp-ui-automation/references/gestures.mdwinapp-ui-automation/references/gestures.mdwinapp-ui-automation/references/dialogs-and-state.mdwinapp-ui-automation/references/dialogs-and-state.mdwinapp-ui-automation/references/gestures.mdwinapp-ui-automation/SKILL.mdwinapp-ui-automation/SKILL.md(edited);instead of&&winapp-ui-automation/SKILL.mdwinapp-ui-automation/references/dialogs-and-state.mdwinapp-ui-automation/references/ui-json-envelope.md(edited)winapp-ui-automation/SKILL.mdwinapp-ui-automation/references/troubleshooting.md(edited)winapp-package/SKILL.mdwinui-code-review/references/quality-rules.md
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