Nginx To Higress Migration
higress-group/higress
Migrate from ingress-nginx to Higress in Kubernetes environments.
分析日志文件的错误模式，支持JSON、syslog、Nginx等常见格式，自动检测并输出错误聚类、频率统计和时间分布报告，用于排查问题、定位高发时段。当用户上传.log文件并要求排查错误、分析错误分布、定位高发时段，或提及错误统计、日志分析等关键词时触发。
Install Log Diagnostic
$ npx skills add rongxinzy/RongxinAI --skill log-diagnostic -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rongxinzy/RongxinAI log-diagnostic --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/rongxinzy/RongxinAI.git skills-src && mkdir -p .claude/skills && cp -r skills-src/SKILLs/log-diagnostic .claude/skills/log-diagnostic && 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 "log-diagnostic" agent skill from https://github.com/rongxinzy/RongxinAI/tree/main/SKILLs/log-diagnostic into .claude/skills/log-diagnostic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "log-diagnostic", 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/rongxinzy/RongxinAI/tree/main/SKILLs/log-diagnosticType 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 rongxinzy/RongxinAI --skill log-diagnostic -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rongxinzy/RongxinAI log-diagnostic --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rongxinzy/RongxinAI.git skills-src && mkdir -p .agents/skills && cp -r skills-src/SKILLs/log-diagnostic .agents/skills/log-diagnostic && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "log-diagnostic" agent skill from https://github.com/rongxinzy/RongxinAI/tree/main/SKILLs/log-diagnostic into .agents/skills/log-diagnostic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "log-diagnostic", 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 rongxinzy/RongxinAI --skill log-diagnostic -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rongxinzy/RongxinAI log-diagnostic --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rongxinzy/RongxinAI.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/SKILLs/log-diagnostic .cursor/skills/log-diagnostic && 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 "log-diagnostic" agent skill from https://github.com/rongxinzy/RongxinAI/tree/main/SKILLs/log-diagnostic into .cursor/skills/log-diagnostic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "log-diagnostic", 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/rongxinzy/RongxinAI.git --path SKILLs/log-diagnostic--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 rongxinzy/RongxinAI --skill log-diagnostic -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rongxinzy/RongxinAI log-diagnostic --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rongxinzy/RongxinAI.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/SKILLs/log-diagnostic .gemini/skills/log-diagnostic && 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 "log-diagnostic" agent skill from https://github.com/rongxinzy/RongxinAI/tree/main/SKILLs/log-diagnostic into .gemini/skills/log-diagnostic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "log-diagnostic", 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 rongxinzy/RongxinAI log-diagnosticInstalls 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 rongxinzy/RongxinAI --skill log-diagnostic -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/rongxinzy/RongxinAI.git skills-src && mkdir -p .github/skills && cp -r skills-src/SKILLs/log-diagnostic .github/skills/log-diagnostic && 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 "log-diagnostic" agent skill from https://github.com/rongxinzy/RongxinAI/tree/main/SKILLs/log-diagnostic into .github/skills/log-diagnostic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "log-diagnostic", 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 rongxinzy/RongxinAI --skill log-diagnostic -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rongxinzy/RongxinAI log-diagnostic --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rongxinzy/RongxinAI.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/SKILLs/log-diagnostic .opencode/skills/log-diagnostic && 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 "log-diagnostic" agent skill from https://github.com/rongxinzy/RongxinAI/tree/main/SKILLs/log-diagnostic into .opencode/skills/log-diagnostic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "log-diagnostic", 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
log-diagnostic- GitHub stars
- 154
- Token cost
- ~615 tokens
- SKILL.md length
- 82 words
- Files
- 5 (incl. scripts)
- Skills in repo
- 94
- Repo updated
- First seen
- Licence
- MIT
At a glance
分析日志文件的错误模式，支持JSON、syslog、Nginx等常见格式，自动检测并输出错误聚类、频率统计和时间分布报告，用于排查问题、定位高发时段。当用户上传.log文件并要求排查错误、分析错误分布、定位高发时段，或提及错误统计、日志分析等关键词时触发。
- Tasks that involve Cloud networking
- SKILL.md covers 功能, 支持的日志格式, 使用方式 and 输出说明
- Runs Python scripts from its folder; calls python
What it does
Log Diagnostic is an agent skill from rongxinzy/RongxinAI. 分析日志文件的错误模式，支持JSON、syslog、Nginx等常见格式，自动检测并输出错误聚类、频率统计和时间分布报告，用于排查问题、定位高发时段。当用户上传.log文件并要求排查错误、分析错误分布、定位高发时段，或提及错误统计、日志分析等关键词时触发。
Its SKILL.md is about 620 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts (for example `scripts/analyze_logs.py` and `zhiyuan/metadata.yaml`).
It sits in DevOps & Cloud, covering Cloud networking. It works with NGINX. The repository describes itself as: An all-in-one local AI Agent workspace with a fully self-developed stack. The licence is MIT.
When your agent uses it
- Tasks that involve Cloud networking
Example prompts
- “/log-diagnostic”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 9c64865. 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
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
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
Log Diagnostic loads about 615 tokens when it runs. Until then it costs about 36 tokens; SKILL.md has 82 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); the scripts in this folder are not scanned.
SKILL.md
The full file from rongxinzy/RongxinAI at commit 9c64865, republished under its MIT licence (© rongxinzy). 82 words, ~615 tokens.
Download SKILL.mdSave it as
.claude/skills/log-diagnostic/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.- name
- log-diagnostic
- description
- 分析日志文件的错误模式，支持JSON、syslog、Nginx等常见格式，自动检测并输出错误聚类、频率统计和时间分布报告，用于排查问题、定位高发时段。当用户上传.log文件并要求排查错误、分析错误分布、定位高发时段，或提及错误统计、日志分析等关键词时触发。
- license
- MIT
- metadata.type
- tool
- metadata.tags
- logs, analysis, devops, monitoring
Log Analyzer
对日志文件进行自动化分析，提供错误聚类、频率统计和时间分布报告。
功能
- 错误聚类：将相似的错误消息归类，消除噪声（IP、UUID、数字等动态部分），识别根本问题
- 频率统计：按错误类型统计出现次数，按严重程度排序
- 时间分布：展示错误在各小时和各日期的分布，帮助定位高发时段
支持的日志格式
| 格式 | 说明 | 自动检测 |
|---|---|---|
| JSON | 每行一个 JSON 对象，含 timestamp/level/message 等字段 | 以 { 开头 |
| syslog | RFC 3164 格式，如 Jan 1 12:00:00 host proc[pid]: msg | 月份名开头 |
| Nginx | access log 或 error log 格式 | IP 开头或日期路径格式 |
使用方式
python scripts/analyze_logs.py <日志文件路径> [选项]参数
| 参数 | 说明 | 默认值 |
|---|---|---|
log_file | 日志文件路径（必填） | - |
--format | 指定日志格式：auto/json/syslog/nginx | auto |
--top | 显示 Top N 错误聚类 | 20 |
--output | 输出结果到 JSON 文件 | 仅终端输出 |
--level | 过滤日志级别（如 ERROR、WARN） | 所有级别 |
--since | 只分析此时间之后的日志（ISO 格式） | 不限 |
--until | 只分析此时间之前的日志（ISO 格式） | 不限 |
示例
# 自动检测格式，分析整个日志文件
python scripts/analyze_logs.py /var/log/app.log
# 指定 Nginx 格式，只看 Top 10 错误
python scripts/analyze_logs.py /var/log/nginx/error.log --format nginx --top 10
# 只分析 ERROR 级别，输出 JSON 报告
python scripts/analyze_logs.py app.log --level ERROR --output report.json
# 分析指定时间范围内的日志
python scripts/analyze_logs.py app.log --since 2024-01-01T00:00:00 --until 2024-01-02T00:00:00输出说明
终端输出
=======================================================
日志分析报告
=======================================================
📊 概览
检测格式: json
总行数: 15,234
已解析: 15,100 (解析失败: 134)
匹配条目: 12,800
错误数: 2,341
时间范围: 2024-01-01 00:03:12 ~ 2024-01-01 23:58:45
🔴 Top 错误聚类 (共 47 类)
#1 [×523 ] Connection refused to database at 10.0.1.5:5432
首次: 2024-01-01T00:15:30 末次: 2024-01-01T23:45:12
#2 [×312 ] Timeout waiting for response from user-service after 30000ms
首次: 2024-01-01T02:10:00 末次: 2024-01-01T22:30:45
#3 [×198 ] File not found: /data/uploads/img_99421.png
首次: 2024-01-01T08:00:00 末次: 2024-01-01T20:15:33
...
⏰ 时间分布 (按小时)
00:00 █████░░░░░░░░░░░░░░░ 42
01:00 ██░░░░░░░░░░░░░░░░░░ 18
...
14:00 ████████████████████ 523
...
📅 时间分布 (按日期)
2024-01-01 ████████████████████ 2,341JSON 输出
使用 --output 参数可导出结构化 JSON 报告，方便后续处理或接入监控系统。
© rongxinzy, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 4 other files (scripts) in SKILLs/log-diagnostic of rongxinzy/RongxinAI.
- SKILL.md
- LICENSE
- scripts/analyze_logs.py
- zhiyuan/icon.png
- zhiyuan/metadata.yaml
Open the folder on GitHubat commit 9c64865
Compare with similar skills
Log Diagnostic 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 |
|---|---|---|---|---|---|---|
| Log Diagnostic this skillrongxinzy/RongxinAI | 154 | — | ~615 | Automated safety check: Pass | MIT | |
| Nginx To Higress Migrationhigress-group/higress | 9.5k | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | |
| NGINX Ingress Controller Feature Checklistsnginx/kubernetes-ingress | 5.1k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| NGINX Ingress Policy CRD Guidenginx/kubernetes-ingress | 5.1k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| KubeSphere Gateway Managementkubesphere/kubesphere | 17k | — | ~2.9k | Automated safety check: Pass | Custom licence | |
| Wp Static Clonejdevalk/skills | 105 | — | ~2.6k | Automated safety check: Pass | MIT |
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Installs, uninstalls, checks and troubleshoots the KubeSphere Gateway extension built on ingress-nginx, including gateways stuck in bad states and Helm or pod failures.
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Works with
Categories
Questions about Log Diagnostic
What does Log Diagnostic do?
分析日志文件的错误模式，支持JSON、syslog、Nginx等常见格式，自动检测并输出错误聚类、频率统计和时间分布报告，用于排查问题、定位高发时段。当用户上传.log文件并要求排查错误、分析错误分布、定位高发时段，或提及错误统计、日志分析等关键词时触发。. Log Diagnostic is an agent skill from rongxinzy/RongxinAI.
When should I use Log Diagnostic?
Log Diagnostic fits situations like: tasks that involve Cloud networking.
How do I install Log Diagnostic in Claude Code?
Run `npx skills add rongxinzy/RongxinAI --skill log-diagnostic -a claude-code`. Or copy the skill folder (SKILLs/log-diagnostic in rongxinzy/RongxinAI) into .claude/skills/log-diagnostic in your project. Claude Code loads it when a task matches its description.
How do I install Log Diagnostic in Codex?
Run `npx skills add rongxinzy/RongxinAI --skill log-diagnostic -a codex`. Or copy the skill folder (SKILLs/log-diagnostic in rongxinzy/RongxinAI) into .agents/skills/log-diagnostic in your project. Codex loads it when a task matches its description.
Can I use Log Diagnostic 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 rongxinzy/RongxinAI --skill log-diagnostic -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/log-diagnostic, .gemini/skills/log-diagnostic, .github/skills/log-diagnostic and .opencode/skills/log-diagnostic in your project.
What does Log Diagnostic need to run?
Going by SKILL.md and its folder, Log Diagnostic needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Log Diagnostic 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 Log Diagnostic 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Log Diagnostic use?
Log Diagnostic is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Log Diagnostic use?
About 615 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Log Diagnostic?
Skills that share tags, products or a category with Log Diagnostic: Nginx To Higress Migration (higress-group/higress, 9.5k stars), NGINX Ingress Controller Feature Checklists (nginx/kubernetes-ingress, 5.1k stars), NGINX Ingress Policy CRD Guide (nginx/kubernetes-ingress, 5.1k stars) and KubeSphere Gateway Management (kubesphere/kubesphere, 17k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Log Diagnostic?
rongxinzy (a GitHub organization) maintains it in rongxinzy/RongxinAI, which has 154 GitHub stars. The repository holds 94 skills in this directory. The repository was last updated on October 10, 2026.
Source: rongxinzy/RongxinAI on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.