Code Review Checklist
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
Analyze KuiklyUI Compose DSL recomposition performance issues from Recomposition Profiler output.
Install Kuikly Recomposition Analyzer
$ npx skills add Tencent-TDS/KuiklyUI-AI --skill kuikly-recomposition-analyzer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Tencent-TDS/KuiklyUI-AI kuikly-recomposition-analyzer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Tencent-TDS/KuiklyUI-AI.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/kuikly-recomposition-analyzer .claude/skills/kuikly-recomposition-analyzer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "kuikly-recomposition-analyzer" agent skill from https://github.com/Tencent-TDS/KuiklyUI-AI/tree/main/skills/kuikly-recomposition-analyzer into .claude/skills/kuikly-recomposition-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kuikly-recomposition-analyzer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Tencent-TDS/KuiklyUI-AI/tree/main/skills/kuikly-recomposition-analyzerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Tencent-TDS/KuiklyUI-AI --skill kuikly-recomposition-analyzer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Tencent-TDS/KuiklyUI-AI kuikly-recomposition-analyzer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Tencent-TDS/KuiklyUI-AI.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/kuikly-recomposition-analyzer .agents/skills/kuikly-recomposition-analyzer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "kuikly-recomposition-analyzer" agent skill from https://github.com/Tencent-TDS/KuiklyUI-AI/tree/main/skills/kuikly-recomposition-analyzer into .agents/skills/kuikly-recomposition-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kuikly-recomposition-analyzer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Tencent-TDS/KuiklyUI-AI --skill kuikly-recomposition-analyzer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Tencent-TDS/KuiklyUI-AI kuikly-recomposition-analyzer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Tencent-TDS/KuiklyUI-AI.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/kuikly-recomposition-analyzer .cursor/skills/kuikly-recomposition-analyzer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "kuikly-recomposition-analyzer" agent skill from https://github.com/Tencent-TDS/KuiklyUI-AI/tree/main/skills/kuikly-recomposition-analyzer into .cursor/skills/kuikly-recomposition-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kuikly-recomposition-analyzer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Tencent-TDS/KuiklyUI-AI.git --path skills/kuikly-recomposition-analyzer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Tencent-TDS/KuiklyUI-AI --skill kuikly-recomposition-analyzer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Tencent-TDS/KuiklyUI-AI kuikly-recomposition-analyzer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Tencent-TDS/KuiklyUI-AI.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/kuikly-recomposition-analyzer .gemini/skills/kuikly-recomposition-analyzer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "kuikly-recomposition-analyzer" agent skill from https://github.com/Tencent-TDS/KuiklyUI-AI/tree/main/skills/kuikly-recomposition-analyzer into .gemini/skills/kuikly-recomposition-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kuikly-recomposition-analyzer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Tencent-TDS/KuiklyUI-AI kuikly-recomposition-analyzerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Tencent-TDS/KuiklyUI-AI --skill kuikly-recomposition-analyzer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Tencent-TDS/KuiklyUI-AI.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/kuikly-recomposition-analyzer .github/skills/kuikly-recomposition-analyzer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "kuikly-recomposition-analyzer" agent skill from https://github.com/Tencent-TDS/KuiklyUI-AI/tree/main/skills/kuikly-recomposition-analyzer into .github/skills/kuikly-recomposition-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kuikly-recomposition-analyzer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Tencent-TDS/KuiklyUI-AI --skill kuikly-recomposition-analyzer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Tencent-TDS/KuiklyUI-AI kuikly-recomposition-analyzer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Tencent-TDS/KuiklyUI-AI.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/kuikly-recomposition-analyzer .opencode/skills/kuikly-recomposition-analyzer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "kuikly-recomposition-analyzer" agent skill from https://github.com/Tencent-TDS/KuiklyUI-AI/tree/main/skills/kuikly-recomposition-analyzer into .opencode/skills/kuikly-recomposition-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kuikly-recomposition-analyzer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
kuikly-recomposition-analyzer- GitHub stars
- 130
- Token cost
- ~2.1k tokens
- SKILL.md length
- 548 words
- Files
- 10 (incl. references)
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Analyze KuiklyUI Compose DSL recomposition performance issues from Recomposition Profiler output.
- Works in 5 steps: 获取日志 → 数据健康检查 → Report 筛查 → …
- The user mentions 重组分析、重组优化、卡顿分析、recomp 报告、recomposition analysis
- SKILL.md covers 阈值配置, 工作流 and References
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Kuikly Recomposition Analyzer is an agent skill from Tencent-TDS/KuiklyUI-AI. Analyze KuiklyUI Compose DSL recomposition performance issues from Recomposition Profiler output. Use when the user mentions 重组分析、重组优化、卡顿分析、recomp 报告、recomposition analysis, or asks to analyze profilerreport.json / profilerframes.jsonl log files generated by KuiklyUI Recomposition Profiler.
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including reference files (for example `references/config.md`, `references/detection-rules.md` and `references/known-limitations.md`).
It sits in Development, covering Performance optimization. The repository describes itself as: AI-powered development tools and rules for KuiklyUI — boost your Kuikly cross-platform development productivity.
When your agent uses it
- The user mentions 重组分析、重组优化、卡顿分析、recomp 报告、recomposition analysis
- Asks to analyze profilerreport.json / profilerframes.jsonl log files generated by KuiklyUI Recomposition Profiler
Example prompts
- “/kuikly-recomposition-analyzer”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- 获取日志
- 数据健康检查
- Report 筛查
- Frames 深挖 + 源码确认
- 输出报告
What it can do on your machine
Read from SKILL.md and the folder at commit af4e8ee. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Kuikly Recomposition Analyzer loads about 2.1k tokens when it runs, and up to ~12k if it reads all its reference files. Until then it costs about 81 tokens; SKILL.md has 548 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 548 words (~2,062 tokens).
“三阶段漏斗分析 KuiklyUI Compose DSL 的重组性能问题：report 筛查 → frames 深挖 → 源码确认。”
- name
- kuikly-recomposition-analyzer
Files
SKILL.md and 9 other files (references) in skills/kuikly-recomposition-analyzer of Tencent-TDS/KuiklyUI-AI.
- SKILL.md
- references/config.md
- references/detection-rules.md
- references/known-limitations.md
- references/lazylist-rules.md
- references/log-format.md
- references/log-retrieval.md
- references/optimization-patterns.md
- references/report-template.md
- references/stability-rules.md
Open the folder on GitHubat commit af4e8ee
Compare with similar skills
Kuikly Recomposition Analyzer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Kuikly Recomposition Analyzer this skillTencent-TDS/KuiklyUI-AI | 130 | — | ~2.1k | Automated safety check: Pass | Custom licence | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 4 repos | ~1.1k | Automated safety check: Pass | MIT | |
| LLM Torch Profiler Analysissgl-project/sglang | 37k | 2 repos | ~6.4k | Automated safety check: Pass | Apache-2.0 | |
| Pycrazyguitar/pysheeet | 8.2k | — | ~886 | Automated safety check: Pass | MIT | |
| Cmux Debugging Guidemanaflow-ai/cmux | 28k | 1 repos | ~1.1k | Automated safety check: Pass | Custom licence | |
| Analyzing .NET Performancedotnet/skills | 5.6k | 3 repos | ~3.1k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Kuikly Recomposition Analyzer
What does Kuikly Recomposition Analyzer do?
Analyze KuiklyUI Compose DSL recomposition performance issues from Recomposition Profiler output. Kuikly Recomposition Analyzer is an agent skill from Tencent-TDS/KuiklyUI-AI. Analyze KuiklyUI Compose DSL recomposition performance issues from Recomposition Profiler output.
When should I use Kuikly Recomposition Analyzer?
Kuikly Recomposition Analyzer fits situations like: the user mentions 重组分析、重组优化、卡顿分析、recomp 报告、recomposition analysis; asks to analyze profilerreport.json / profilerframes.jsonl log files generated by KuiklyUI Recomposition Profiler.
How do I install Kuikly Recomposition Analyzer in Claude Code?
Run `npx skills add Tencent-TDS/KuiklyUI-AI --skill kuikly-recomposition-analyzer -a claude-code`. Or copy the skill folder (skills/kuikly-recomposition-analyzer in Tencent-TDS/KuiklyUI-AI) into .claude/skills/kuikly-recomposition-analyzer in your project. Claude Code loads it when a task matches its description.
How do I install Kuikly Recomposition Analyzer in Codex?
Run `npx skills add Tencent-TDS/KuiklyUI-AI --skill kuikly-recomposition-analyzer -a codex`. Or copy the skill folder (skills/kuikly-recomposition-analyzer in Tencent-TDS/KuiklyUI-AI) into .agents/skills/kuikly-recomposition-analyzer in your project. Codex loads it when a task matches its description.
Can I use Kuikly Recomposition Analyzer in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Tencent-TDS/KuiklyUI-AI --skill kuikly-recomposition-analyzer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kuikly-recomposition-analyzer, .gemini/skills/kuikly-recomposition-analyzer, .github/skills/kuikly-recomposition-analyzer and .opencode/skills/kuikly-recomposition-analyzer in your project.
What does Kuikly Recomposition Analyzer need to run?
SKILL.md names no scripts, command-line tools or credentials: Kuikly Recomposition Analyzer is instructions for the agent only.
Does Kuikly Recomposition Analyzer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Kuikly Recomposition Analyzer safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Kuikly Recomposition Analyzer use?
Kuikly Recomposition Analyzer has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Kuikly Recomposition Analyzer use?
About 2.1k tokens (SKILL.md is roughly 8.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 10k tokens, read only when the agent opens those files.
What are the alternatives to Kuikly Recomposition Analyzer?
Skills that share tags, products or a category with Kuikly Recomposition Analyzer: Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), LLM Torch Profiler Analysis (sgl-project/sglang, 37k stars), Py (crazyguitar/pysheeet, 8.2k stars) and Cmux Debugging Guide (manaflow-ai/cmux, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Kuikly Recomposition Analyzer?
Tencent-TDS (a GitHub organization) maintains it in Tencent-TDS/KuiklyUI-AI, which has 130 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on August 10, 2026.
Source: Tencent-TDS/KuiklyUI-AI on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.