iterating-with-ai-and-mcp
skydoves/compose-performance-skills / hot-reload/iterating-with-ai-and-mcp
AI edits, reloads and captures the screen , which improves: it adjusts the UI until it matches the mockup
Details
- judge’s score
- 8/10
- place
- outside the packs
- publisher
- skydoves
- status
- new
- pinned commit
- 1b32f81 on GitHub (new tab)
- skill’s last commit
- Apr 29, 2026
- repo stars
- 516
- main type
- Android
Judgement
Precise triggering and named MCP tools, so useful for HotSwan users. Parameters and doc URL cannot be verified, linked annexes are missing, and the visual iteration loop is autonomous. Score 8.
reservations
- The related skills (../understanding-hot-reload-limits, ../preserving-state-across-reloads, ../setting-up-compose-hotswan, etc.) are not provided: impossible to judge the full chain.
- Tool signatures (parameters, return formats) are not checked against the actual MCP server; the doc URLs point to an unverified external web repository.
- The pseudo-code examples (WRONG/RIGHT) are not executable, and the editChangesSchema function is not defined.
- Narrow niche: depends on one specific IntelliJ plugin (Compose HotSwan) and a watcher state still to be confirmed.
- Triggering
- 2/2
- Added value
- 2/2
- Precision
- 1/2
- Scope
- 2/2
- Quality
- 1/2
Alerts
no alerts
Neither the static scan nor the judge flagged a risk for this skill.
Original description
Use this skill to drive Compose HotSwan from an AI agent (Claude Code, Cursor, any MCP client) so the agent can edit a Kotlin file, trigger a hot reload, capture a device screenshot, evaluate the result against a design intent, and iterate without a human in the loop. Covers the seven HotSwan MCP to…
added on Oct 19, 2026 · license Apache-2.0