Archestra Dev Observability
archestra-ai/archestra
A skill your agent uses when changing Archestra tracing, metrics, OpenTelemetry, Tempo, Grafana, Prometheus, LLM/MCP spans, observability labels, or local observability setup.
当需要为 funboost 任务添加监控、链路追踪或告警时使用。触发场景：Prometheus 指标、OpenTelemetry 链路追踪、异常告警通知、周期额度限制、函数结果持久化。关键词：Prometheus, OpenTelemetry, OTel, 告警, 监控, metrics, tracing, AlertNotifier, PeriodicQuota。
Install Funboost Observability
$ npx skills add ydf0509/funboost --skill funboost-observability -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ydf0509/funboost funboost-observability --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/ydf0509/funboost.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/funboost-observability .claude/skills/funboost-observability && 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 "funboost-observability" agent skill from https://github.com/ydf0509/funboost/tree/master/.agents/skills/funboost-observability into .claude/skills/funboost-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "funboost-observability", 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/ydf0509/funboost/tree/master/.agents/skills/funboost-observabilityType 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 ydf0509/funboost --skill funboost-observability -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ydf0509/funboost funboost-observability --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ydf0509/funboost.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/funboost-observability .agents/skills/funboost-observability && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "funboost-observability" agent skill from https://github.com/ydf0509/funboost/tree/master/.agents/skills/funboost-observability into .agents/skills/funboost-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "funboost-observability", 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 ydf0509/funboost --skill funboost-observability -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ydf0509/funboost funboost-observability --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ydf0509/funboost.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/funboost-observability .cursor/skills/funboost-observability && 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 "funboost-observability" agent skill from https://github.com/ydf0509/funboost/tree/master/.agents/skills/funboost-observability into .cursor/skills/funboost-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "funboost-observability", 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/ydf0509/funboost.git --path .agents/skills/funboost-observability--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 ydf0509/funboost --skill funboost-observability -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ydf0509/funboost funboost-observability --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ydf0509/funboost.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/funboost-observability .gemini/skills/funboost-observability && 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 "funboost-observability" agent skill from https://github.com/ydf0509/funboost/tree/master/.agents/skills/funboost-observability into .gemini/skills/funboost-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "funboost-observability", 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 ydf0509/funboost funboost-observabilityInstalls 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 ydf0509/funboost --skill funboost-observability -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ydf0509/funboost.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/funboost-observability .github/skills/funboost-observability && 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 "funboost-observability" agent skill from https://github.com/ydf0509/funboost/tree/master/.agents/skills/funboost-observability into .github/skills/funboost-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "funboost-observability", 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 ydf0509/funboost --skill funboost-observability -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ydf0509/funboost funboost-observability --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ydf0509/funboost.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/funboost-observability .opencode/skills/funboost-observability && 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 "funboost-observability" agent skill from https://github.com/ydf0509/funboost/tree/master/.agents/skills/funboost-observability into .opencode/skills/funboost-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "funboost-observability", 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
funboost-observability- GitHub stars
- 892
- Token cost
- ~4.9k tokens
- SKILL.md length
- 554 words
- Files
- 1
- Skills in repo
- 19
- Repo updated
- First seen
- Licence
- None found
At a glance
当需要为 funboost 任务添加监控、链路追踪或告警时使用。触发场景：Prometheus 指标、OpenTelemetry 链路追踪、异常告警通知、周期额度限制、函数结果持久化。关键词：Prometheus, OpenTelemetry, OTel, 告警, 监控, metrics, tracing, AlertNotifier, PeriodicQuota。
- Works in 8 steps: Prometheus 指标监控 → OpenTelemetry 链路追踪 → 异常告警通知（AlertNotifierConsumerMixin） → …
- Tasks that involve Observability
- SKILL.md covers 概述, 适用场景, 导入路径速查 and 1. Prometheus 指标监控, plus 4 more sections
- Calls pip, docker and python; reaches qyapi.weixin.qq.com and oapi.dingtalk.com
What it does
Funboost Observability is an agent skill from ydf0509/funboost. 当需要为 funboost 任务添加监控、链路追踪或告警时使用。触发场景：Prometheus 指标、OpenTelemetry 链路追踪、异常告警通知、周期额度限制、函数结果持久化。关键词：Prometheus, OpenTelemetry, OTel, 告警, 监控, metrics, tracing, AlertNotifier, PeriodicQuota。
Its SKILL.md is about 4.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering Observability and Monitoring and alerting. It works with OpenTelemetry and Prometheus. The repository describes itself as: pip install funboost，python全功能分布式函数调度框架,funboost的功能是全面性重量级，用户能想得到的功能99%全都有;funboost的使用方式是轻量级，只有@boost一行代码需要写。支持python所有类型的并发模式和一切知名消息队列中间件，支持如 celery…
When your agent uses it
- Tasks that involve Observability
- Tasks that involve Monitoring and alerting
Example prompts
- “/funboost-observability”
Requirements
- Python 3
- Docker
- A credential in YOUR_KEY
- A credential in YOUR_TOKEN
Workflow steps
8 steps, taken from the step headings in SKILL.md.
- Prometheus 指标监控
- OpenTelemetry 链路追踪
- 异常告警通知（AlertNotifierConsumerMixin）
- 周期额度限制（PeriodicQuotaConsumerMixin）
- 函数结果持久化到 MongoDB
- 组合多种 Mixin
- 完整综合示例
- 注意事项
What it can do on your machine
Read from SKILL.md and the folder at commit 2b866e5. 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
Shell commands in SKILL.md call:
pipdockerpython
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
qyapi.weixin.qq.comoapi.dingtalk.com
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
Funboost Observability loads about 4.9k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 554 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 554 words (~4,884 tokens).
“Funboost 通过 Mixin 机制（consumer_override_cls / publisher_override_cls）和 BoosterParams 内置字段，为任务队列提供生产级可观测性能力，无需修改 broker 源码。”
- name
- funboost-observability
Files
Just SKILL.md in .agents/skills/funboost-observability of ydf0509/funboost.
Open the folder on GitHubat commit 2b866e5
Compare with similar skills
Funboost Observability 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 |
|---|---|---|---|---|---|---|
| Funboost Observability this skillydf0509/funboost | 892 | — | ~4.9k | Automated safety check: Pass | None | |
| Archestra Dev Observabilityarchestra-ai/archestra | 4.4k | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Frontmcp Observabilityagentfront/frontmcp | 146 | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | |
| Monitoring Observabilityahmedasmar/devops-claude-skills | 203 | — | ~3.9k | Automated safety check: Pass | None | |
| Observability Architecturemajiayu000/litellm-rs | 117 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Monitoring ExpertJeffallan/claude-skills | 12k | — | ~1.6k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Funboost Observability
What does Funboost Observability do?
当需要为 funboost 任务添加监控、链路追踪或告警时使用。触发场景：Prometheus 指标、OpenTelemetry 链路追踪、异常告警通知、周期额度限制、函数结果持久化。关键词：Prometheus, OpenTelemetry, OTel, 告警, 监控, metrics, tracing, AlertNotifier, PeriodicQuota。. Funboost Observability is an agent skill from ydf0509/funboost.
When should I use Funboost Observability?
Funboost Observability fits situations like: tasks that involve Observability; tasks that involve Monitoring and alerting.
How do I install Funboost Observability in Claude Code?
Run `npx skills add ydf0509/funboost --skill funboost-observability -a claude-code`. Or copy the skill folder (.agents/skills/funboost-observability in ydf0509/funboost) into .claude/skills/funboost-observability in your project. Claude Code loads it when a task matches its description.
How do I install Funboost Observability in Codex?
Run `npx skills add ydf0509/funboost --skill funboost-observability -a codex`. Or copy the skill folder (.agents/skills/funboost-observability in ydf0509/funboost) into .agents/skills/funboost-observability in your project. Codex loads it when a task matches its description.
Can I use Funboost Observability 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 ydf0509/funboost --skill funboost-observability -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/funboost-observability, .gemini/skills/funboost-observability, .github/skills/funboost-observability and .opencode/skills/funboost-observability in your project.
What does Funboost Observability need to run?
Going by SKILL.md and its folder, Funboost Observability needs the command-line tools its instructions call (pip, docker and python). Our summary lists: Python 3; Docker; A credential in YOUR_KEY; A credential in YOUR_TOKEN.
Does Funboost Observability access the network?
SKILL.md names 2 domains. In commands or code: qyapi.weixin.qq.com and oapi.dingtalk.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Funboost Observability 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 Funboost Observability use?
No licence was found for Funboost Observability or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Funboost Observability use?
About 4.9k tokens (SKILL.md is roughly 20k 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 Funboost Observability?
Skills that share tags, products or a category with Funboost Observability: Archestra Dev Observability (archestra-ai/archestra, 4.4k stars), Frontmcp Observability (agentfront/frontmcp, 146 stars), Monitoring Observability (ahmedasmar/devops-claude-skills, 203 stars) and Observability Architecture (majiayu000/litellm-rs, 117 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Funboost Observability?
ydf0509 (a GitHub user) maintains it in ydf0509/funboost, which has 892 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on August 11, 2026.
Source: ydf0509/funboost on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.