research
Skill17 starsChanged 11 days agoMITView on GitHub
Online research for a Windows app before building it, run as parallel researcher subagents, saved to docs/research/. Use when the user asks what to build, which features matter, how the best apps in a category work, how a Windows API or integration works, or wants a feature comparison.
189 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- dialog-db/dialog-dbtheir own version, first seen Nov 9, 2026
- howells/skillstheir own version, first seen Nov 8, 2026
- xiaoxiaosrm/dsh-mattpocock-skillstheir own version, first seen Nov 8, 2026
- Suge8/friedbuntheir own version, first seen Nov 8, 2026
- wowyuarm/dsh-agent-teamtheir own version, first seen Nov 8, 2026
- Contexera/dsh-agent-teamtheir own version, first seen Nov 8, 2026
Used with
Projects with it also use daily-arxiv, exp-eval and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
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Also in 4 projects that use this
- +5 more from Lambenthan
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Other versions189 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- daveebbelaar/bama★ 1.7k84% same
Wrote their own version · 188
- mattpocock/skills★ 309ksame name
- Yeachan-Heo/oh-my-claude-sisyphus★ 41ksame name
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- QuivrHQ/quivr★ 40ksame name
- The-Vibe-Company/quivr★ 40ksame name
- udecode/plate★ 17ksame name
- openai/plugins★ 7.8ksame name
- ArcReel/ArcReel★ 6.3ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- withcoral/coral★ 4.9ksame name
178 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository23 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .claude/CLAUDE.mdCLAUDE.md
- agent-cliSkill
- csharp-winuiSkill
- improve-architectureSkill
- os-integrationsSkill
- performanceSkill
- app-iconSkill
- design-from-appSkill
- design-kitSkill
- design-systemSkill
- layout-gridSkill
- ux-designSkill
- windows-designSkill
- cloneSkill
- user-storiesSkill
- build-and-verifySkill
- distributeSkill
- improve-loopSkill
- test-windows-appSkill
- app-briefSkill
- bawaSkill
- new-windows-appSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 2 are distinctive, and 4 are very specific to this project.
0
Common
Most of the 169 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 15
Write the question in one line, and the decision it informs ("which features go in version one", "RegisterHotKey or a low-level keyboard …
- Distinctive: line 22
Start one subagent per track, in parallel, with the brief below.
- Very specific: line 59
Write one file per question: docs/research/<topic>.md.
- Very specific: line 88
Keep the feature matrix: user-stories turns its "Version one?" column into stories.
- Very specific: line 91
Check whether a service people already use gives sync and phone capture for free: Microsoft To Do and Outlook calendars through Microsoft …
- Very specific: line 101
Call the Skill tool with clone if one app stands out as the reference and you can open it.
“Common” is measured: kept by at least 6 in 10 of the 169 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Research
Research answers three questions before code exists: what the best apps in
the category do, what users love and hate about them, and how Windows lets
you build it. The output feeds app-brief and user-stories.
1. Frame
Write the question in one line, and the decision it informs ("which
features go in version one", "RegisterHotKey or a low-level keyboard
hook"). If the user gave only a category, the question is "what makes the
best <category> app on Windows".
2. Fan out
Start one subagent per track, in parallel, with the brief below. Pick the tracks that fit. Four is typical. Market and Reviews always run. Reviews covers many apps: give each subagent 3 or 4 apps, or the 600 words run out.
| Track | Finds |
| Market | The 5 to 8 best apps in the category, their price, platform, and headline features |
| Reviews | Per app: what people like and what they dislike, from Microsoft Store reviews, Reddit (r/windows, r/Windows11), Hacker News, forums, and "switched from X" posts |
| Features | The full feature list of the 2 or 3 leaders, from docs, changelogs, and help pages |
| Design | Screens, interaction details, and keyboard shortcuts of the leaders, and how they use Windows 11 design (Mica, the title bar, navigation, the tray) |
| Platform | The Win32, WinRT, and Windows App SDK APIs, permissions, and limits each feature needs, and what other apps on this PC already use (global shortcuts, protocol handlers, file associations, startup entries) |
Subagent brief (fill in the brackets):
Research [track] for a native Windows app that [one-line idea].
Question: [the question]. Decision it informs: [decision].
Search the web. Prefer primary sources: official docs, changelogs,
Microsoft Learn (learn.microsoft.com: Win32, WinRT, Windows App SDK, and
the Windows design guidance), Windows App SDK release notes, Microsoft
Build sessions, the app's own help pages. Use reviews and forums for
opinions only. If a source is blocked, say so and use another (Hacker
News, Microsoft Store reviews, Windows forums). Do not write any files.
Tag every claim: [V] verified in a source (give the URL), [K] from your
own knowledge, [U] unverified, must be tested.
Return at most 600 words: a findings list, a table where it helps, and
the 3 things that matter most for the decision. No intro, no summary.The Platform track checks two things that trip Windows apps. Is the API
there for an unpackaged app (a plain .exe with no package identity)?
Some WinRT and Windows App SDK features need identity, and the BAWA
template ships without it. And which Windows version has it: the template
runs on Windows 10 19041 and later, Windows 11 first.
3. Merge
Write one file per question: docs/research/<topic>.md.
# <Topic>
Research for <AppName>. Done <YYYY-MM-DD>.
[V] verified in a source, [K] from knowledge, [U] unverified, test first.
## Findings
- ... [V](url)
## Likes and dislikes
| App | People like | People dislike | Sources |
| --- | --- | --- | --- |
| App A | <3 to 5 points, most mentioned first> | <3 to 5 points> | <urls> |
Patterns: <likes that repeat across apps (must have), dislikes that repeat
(our chance to do better)>
## Feature matrix
| Feature | App A | App B | App C | Version one? |
## Decisions
1. <decision>, because <finding>. Planned test: <test, for a [U] finding>.
## Open questions
- <[U] claim and how to test it>Keep the feature matrix: user-stories turns its "Version one?" column
into stories. Every "People like" point maps to a decision or to an
"accepted gap" line in the brief, so nothing loved is dropped by accident.
Check whether a service people already use gives sync and phone capture
for free: Microsoft To Do and Outlook calendars through Microsoft Graph,
or plain files in the OneDrive folder (export files, never the live
SQLite database: OneDrive and its -wal file clash). Turn each [U] that
a decision depends on into a test before you trust it (a probe script, a
self-test step in tools/selftest.ps1, or a preview field in the
reference app).
4. Hand off
Call the Skill tool with clone if one app stands out as the reference
and you can open it. If it is not installed, or computer use and a browser
are not available, link its public help pages and screenshots in the
research file instead. Then call the Skill tool with app-brief.
Done when every track returned, the file has a likes and dislikes table
for every app in the market list, a feature matrix, and a decision list,
and every decision cites a [V] or a planned test.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

