Logfire Instrumentation
basicmachines-co/basic-memory
Adds Pydantic Logfire tracing, logging and metrics to Python, JavaScript or TypeScript and Rust projects, with the correct setup order and library extras.
基于 LoongSuite Pilot / AI Coding Agent 日志生成事件洞察、组织洞察、数据质量、研发效能和 AI Native 使用类 SLS 报表时使用;包含 AI Coding 事件表语义,以及团队报表可选的部门维表、deptuser 组织关系、指标口径和公共 CTE,通常与 sls-dashboard-builder 一起使用。
$ npx skills add alibaba/loongsuite-pilot --skill loongsuite-pilot-insight -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install alibaba/loongsuite-pilot loongsuite-pilot-insight --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/alibaba/loongsuite-pilot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight .claude/skills/loongsuite-pilot-insight && 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 "loongsuite-pilot-insight" agent skill from https://github.com/alibaba/loongsuite-pilot/tree/main/solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight into .claude/skills/loongsuite-pilot-insight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loongsuite-pilot-insight", 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/alibaba/loongsuite-pilot/tree/main/solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insightType 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 alibaba/loongsuite-pilot --skill loongsuite-pilot-insight -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install alibaba/loongsuite-pilot loongsuite-pilot-insight --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alibaba/loongsuite-pilot.git skills-src && mkdir -p .agents/skills && cp -r skills-src/solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight .agents/skills/loongsuite-pilot-insight && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "loongsuite-pilot-insight" agent skill from https://github.com/alibaba/loongsuite-pilot/tree/main/solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight into .agents/skills/loongsuite-pilot-insight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loongsuite-pilot-insight", 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 alibaba/loongsuite-pilot --skill loongsuite-pilot-insight -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install alibaba/loongsuite-pilot loongsuite-pilot-insight --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alibaba/loongsuite-pilot.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight .cursor/skills/loongsuite-pilot-insight && 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 "loongsuite-pilot-insight" agent skill from https://github.com/alibaba/loongsuite-pilot/tree/main/solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight into .cursor/skills/loongsuite-pilot-insight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loongsuite-pilot-insight", 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/alibaba/loongsuite-pilot.git --path solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight--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 alibaba/loongsuite-pilot --skill loongsuite-pilot-insight -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install alibaba/loongsuite-pilot loongsuite-pilot-insight --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alibaba/loongsuite-pilot.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight .gemini/skills/loongsuite-pilot-insight && 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 "loongsuite-pilot-insight" agent skill from https://github.com/alibaba/loongsuite-pilot/tree/main/solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight into .gemini/skills/loongsuite-pilot-insight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loongsuite-pilot-insight", 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 alibaba/loongsuite-pilot loongsuite-pilot-insightInstalls 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 alibaba/loongsuite-pilot --skill loongsuite-pilot-insight -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/alibaba/loongsuite-pilot.git skills-src && mkdir -p .github/skills && cp -r skills-src/solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight .github/skills/loongsuite-pilot-insight && 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 "loongsuite-pilot-insight" agent skill from https://github.com/alibaba/loongsuite-pilot/tree/main/solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight into .github/skills/loongsuite-pilot-insight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loongsuite-pilot-insight", 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 alibaba/loongsuite-pilot --skill loongsuite-pilot-insight -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install alibaba/loongsuite-pilot loongsuite-pilot-insight --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alibaba/loongsuite-pilot.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight .opencode/skills/loongsuite-pilot-insight && 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 "loongsuite-pilot-insight" agent skill from https://github.com/alibaba/loongsuite-pilot/tree/main/solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight into .opencode/skills/loongsuite-pilot-insight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loongsuite-pilot-insight", 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.
loongsuite-pilot-insight基于 LoongSuite Pilot / AI Coding Agent 日志生成事件洞察、组织洞察、数据质量、研发效能和 AI Native 使用类 SLS 报表时使用;包含 AI Coding 事件表语义,以及团队报表可选的部门维表、deptuser 组织关系、指标口径和公共 CTE,通常与 sls-dashboard-builder 一起使用。
Loongsuite Pilot Insight is an agent skill from alibaba/loongsuite-pilot. 基于 LoongSuite Pilot / AI Coding Agent 日志生成事件洞察、组织洞察、数据质量、研发效能和 AI Native 使用类 SLS 报表时使用;包含 AI Coding 事件表语义,以及团队报表可选的部门维表、deptuser 组织关系、指标口径和公共 CTE,通常与 sls-dashboard-builder 一起使用。
Its SKILL.md is about 940 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `schema.md`).
It sits in DevOps & Cloud, covering Observability. It works with OpenTelemetry, TypeScript and macOS. The repository describes itself as: Local-first telemetry collector for AI coding agents — unified OpenTelemetry events for Claude Code, Codex, Cursor and more. Token usage, cost, traces and security audit… The licence is Apache-2.0.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 94cb9d4. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Loongsuite Pilot Insight loads about 944 tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 222 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.
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.
The full file from alibaba/loongsuite-pilot at commit 94cb9d4, republished under its Apache-2.0 licence (© alibaba). 222 words, ~944 tokens.
.claude/skills/loongsuite-pilot-insight/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.将 LoongSuite Pilot / AI Coding Agent 日志转化为可复用的报表语义。用户应直接使用本 skill;本 skill 负责业务数据语义、指标口径和场景需求解释,再调用 sls-dashboard-builder 的通用能力生成或修改 SLS dashboard JSON。
schema.md、cases/loongsuite-pilot-insight/input/<scenario>-spec.md、业务脚本。sls-dashboard-builder。cases/loongsuite-pilot-insight/output/,不要写入 skill 目录。*-report.html 是 dashboard JSON 生成后的固定本地预览产物,不作为独立 spec。sls-dashboard-builder。cases/loongsuite-pilot-insight/input/<scenario>-spec.mdcases/loongsuite-pilot-insight/output/<scenario>-dashboard.jsoncases/loongsuite-pilot-insight/output/<scenario>-report.htmlschema.md若用户只给自然语言需求,先选择或创建一个清晰的 <scenario>-spec.md,再按标准流程生成 dashboard 和预览。
<scenario>,读取或创建 cases/loongsuite-pilot-insight/input/<scenario>-spec.md。schema.md,确认 Data Source Bindings、字段语义、公共 CTE、指标可加性和风险点。sls-dashboard-builder 生成或更新 cases/loongsuite-pilot-insight/output/<scenario>-dashboard.json。sls-dashboard-builder.render-report,以 cases/loongsuite-pilot-insight 为 case-dir,生成 cases/loongsuite-pilot-insight/output/<scenario>-report.html。新增同类报表时只新增 cases/loongsuite-pilot-insight/input/<scenario>-spec.md,不要新增 skill。真实 project、region、logstore 统一维护在 schema.md。
spec 用来描述某一次 dashboard 报表需求,结构与 cases/loongsuite-pilot-insight/input/*-spec.md 保持一致。详细业务口径写在 spec 正文或 schema.md,不要塞进 SKILL.md。
最小骨架:
---
output: dashboard
dashboard:
name: <stable-dashboard-name>
displayName: "<dashboard display name>"
defaultTimeRange: "-604800s"
layout: grid
data:
sources:
- ai_coding_events
---
# <dashboard display name>
用自然语言描述业务目标、数据范围和全局口径。
## Section: <module name>
### <chart/control/text title>
```yaml
intent: <stat-card|line|bar|pie|top-table|filter|text>
type: <sls-chart-type>
size: <w>x<h>
```规则:
data.sources 引用 schema.md 中的 logical source,例如 ai_coding_events、dept_roster。dashboard.name 是生成 SLS dashboard JSON 的稳定名称,dashboard.displayName 是大盘展示名。dashboard.defaultTimeRange 使用 SLS 相对时间,例如 -604800s、-86400s、-2592000s。dashboard.layout 默认使用 grid。schema.md 的 Data Source Bindings。## Section:;筛选器、静态说明块和普通图表都放在 section 下。intent、type、size,按需补 format、unit、orientation、key、filterType、globalFilter。生成本地预览时调用 sls-dashboard-builder.render-report,case-dir 使用 cases/loongsuite-pilot-insight;修改已有 dashboard 时带 --with-diff 生成 HTML SQL / 结果 diff;如报表 SQL 使用 token 参数,通过 --var key=value 传入本地预览值。若查询失败,应修复查询、凭据或网络问题后重新生成预览。
schema.md。dept_user 是部门类报表的关键语义;生成部门类报表前必须确认 schema.md 中的定义。data.sources 只有 ai_coding_events 时,不要生成总在册人数、覆盖率、未产生日志员工列表、部门或团队 TopN;这些都需要 dept_roster 或客户自定义外表。department 的 work_no、name、dept_name 三个索引字段。schema.md 中从 gen_ai.tool.call.arguments 的 file_path 动态解析出的 skill_name,不要使用 gen_ai.skill.name。dept_user 时,不要直接使用 compare() 做同比;按 sls-dashboard-builder 中的手动时间窗口规则处理。active_user 中的 token、events 可加;去重类指标不要对预聚合结果求和。© alibaba, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight of alibaba/loongsuite-pilot.
Open the folder on GitHubat commit 94cb9d4
Loongsuite Pilot Insight 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 |
|---|---|---|---|---|---|---|
| Loongsuite Pilot Insight this skillalibaba/loongsuite-pilot | 201 | — | ~944 | Automated safety check: Pass | Apache-2.0 | |
| Logfire Instrumentationbasicmachines-co/basic-memory | 4.1k | — | ~2.3k | Automated safety check: Pass | AGPL-3.0 | |
| Azure Monitor Opentelemetry TSmicrosoft/skills | 3.1k | 5 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Quality Codevvedantb/eva | 101 | 1 repos | ~797 | Automated safety check: Pass | MIT | |
| Otel JSollygarden/opentelemetry-agent-skills | 106 | — | ~655 | Automated safety check: Pass | Apache-2.0 | |
| Golem Enable Otlp TSgolemcloud/golem | 1.5k | — | ~2k | Automated safety check: Pass | Custom licence |
basicmachines-co/basic-memory
Adds Pydantic Logfire tracing, logging and metrics to Python, JavaScript or TypeScript and Rust projects, with the correct setup order and library extras.
microsoft/skills
Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry).
vvedantb/eva
A skill your agent uses when writing or reviewing TypeScript/full-stack code.
ollygarden/opentelemetry-agent-skills
OpenTelemetry in Node.js / JavaScript / TypeScript — NodeSDK, declarative YAML configuration, auto-instrumentations, ESM vs CJS import patterns.
golemcloud/golem
Enabling the OpenTelemetry (OTLP) plugin for a TypeScript Golem agent — exporting traces, logs, and metrics to an OTLP collector, adding custom spans with the invocation context API or…
Arize-ai/phoenix
Development guide for the @arizeai/phoenix-client TypeScript SDK — run and resume experiments, manage OpenTelemetry tracer providers with stack-based attach/detach, and write vitest unit and…
alibaba/loongsuite-pilot
当任务需要创建、修改、扩展或重组阿里云 SLS 的 dashboard JSON 或可导入的大盘配置时使用;尤其适用于线上大盘、强对比的分析看板、已校验的查询包,或需要专业中文标签与指标定义的运维向大盘。
Works with
Categories
基于 LoongSuite Pilot / AI Coding Agent 日志生成事件洞察、组织洞察、数据质量、研发效能和 AI Native 使用类 SLS 报表时使用;包含 AI Coding 事件表语义,以及团队报表可选的部门维表、deptuser 组织关系、指标口径和公共 CTE,通常与 sls-dashboard-builder 一起使用。. Loongsuite Pilot Insight is an agent skill from alibaba/loongsuite-pilot.
Loongsuite Pilot Insight fits situations like: tasks that involve Observability.
Run `npx skills add alibaba/loongsuite-pilot --skill loongsuite-pilot-insight -a claude-code`. Or copy the skill folder (solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight in alibaba/loongsuite-pilot) into .claude/skills/loongsuite-pilot-insight in your project. Claude Code loads it when a task matches its description.
Run `npx skills add alibaba/loongsuite-pilot --skill loongsuite-pilot-insight -a codex`. Or copy the skill folder (solutions/loongsuite-pilot-sls-dashboard/.agents/skills/loongsuite-pilot-insight in alibaba/loongsuite-pilot) into .agents/skills/loongsuite-pilot-insight in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add alibaba/loongsuite-pilot --skill loongsuite-pilot-insight -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/loongsuite-pilot-insight, .gemini/skills/loongsuite-pilot-insight, .github/skills/loongsuite-pilot-insight and .opencode/skills/loongsuite-pilot-insight in your project.
SKILL.md names no scripts, command-line tools or credentials: Loongsuite Pilot Insight is instructions for the agent only.
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.
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.
Loongsuite Pilot Insight is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 944 tokens (SKILL.md is roughly 3.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Loongsuite Pilot Insight: Logfire Instrumentation (basicmachines-co/basic-memory, 4.1k stars), Azure Monitor Opentelemetry TS (microsoft/skills, 3.1k stars), Quality Code (vvedantb/eva, 101 stars) and Otel JS (ollygarden/opentelemetry-agent-skills, 106 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
alibaba (a GitHub organization) maintains it in alibaba/loongsuite-pilot, which has 201 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on October 10, 2026.
Source: alibaba/loongsuite-pilot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.