UModel Root Cause Analysis
alibaba/UnifiedModel
Investigates a service incident to its root cause by querying a UModel object graph alongside metrics, logs, topology and recent deployments.
A skill your agent uses when the user asks about AI Center Coding Agents data, wants to reproduce or extend the Coding Agents dashboards, or asks questions about usage, cost, tokens, sessions…
$ npx skills add coralogix/cx-cli --skill cx-coding-agents -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install coralogix/cx-cli cx-coding-agents --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/coralogix/cx-cli.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/cx-coding-agents .claude/skills/cx-coding-agents && 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 "cx-coding-agents" agent skill from https://github.com/coralogix/cx-cli/tree/master/skills/cx-coding-agents into .claude/skills/cx-coding-agents/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cx-coding-agents", 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/coralogix/cx-cli/tree/master/skills/cx-coding-agentsType 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 coralogix/cx-cli --skill cx-coding-agents -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install coralogix/cx-cli cx-coding-agents --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/coralogix/cx-cli.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/cx-coding-agents .agents/skills/cx-coding-agents && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cx-coding-agents" agent skill from https://github.com/coralogix/cx-cli/tree/master/skills/cx-coding-agents into .agents/skills/cx-coding-agents/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cx-coding-agents", 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 coralogix/cx-cli --skill cx-coding-agents -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install coralogix/cx-cli cx-coding-agents --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/coralogix/cx-cli.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/cx-coding-agents .cursor/skills/cx-coding-agents && 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 "cx-coding-agents" agent skill from https://github.com/coralogix/cx-cli/tree/master/skills/cx-coding-agents into .cursor/skills/cx-coding-agents/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cx-coding-agents", 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/coralogix/cx-cli.git --path skills/cx-coding-agents--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 coralogix/cx-cli --skill cx-coding-agents -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install coralogix/cx-cli cx-coding-agents --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/coralogix/cx-cli.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/cx-coding-agents .gemini/skills/cx-coding-agents && 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 "cx-coding-agents" agent skill from https://github.com/coralogix/cx-cli/tree/master/skills/cx-coding-agents into .gemini/skills/cx-coding-agents/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cx-coding-agents", 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 coralogix/cx-cli cx-coding-agentsInstalls 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 coralogix/cx-cli --skill cx-coding-agents -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/coralogix/cx-cli.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/cx-coding-agents .github/skills/cx-coding-agents && 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 "cx-coding-agents" agent skill from https://github.com/coralogix/cx-cli/tree/master/skills/cx-coding-agents into .github/skills/cx-coding-agents/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cx-coding-agents", 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 coralogix/cx-cli --skill cx-coding-agents -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install coralogix/cx-cli cx-coding-agents --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/coralogix/cx-cli.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/cx-coding-agents .opencode/skills/cx-coding-agents && 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 "cx-coding-agents" agent skill from https://github.com/coralogix/cx-cli/tree/master/skills/cx-coding-agents into .opencode/skills/cx-coding-agents/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cx-coding-agents", 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.
cx-coding-agentsA skill your agent uses when the user asks about AI Center Coding Agents data, wants to reproduce or extend the Coding Agents dashboards, or asks questions about usage, cost, tokens, sessions…
Cx Coding Agents is an agent skill from coralogix/cx-cli. Use this skill when the user asks about AI Center Coding Agents data, wants to reproduce or extend the Coding Agents dashboards, or asks questions about usage, cost, tokens, sessions, tools, code impact, users, models, spans, or logs for Claude Code, Codex, Cursor, Gemini CLI, or Copilot CLI.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including reference files (for example `references/claude-code.md`, `references/codex.md` and `references/copilot-cli.md`).
It sits in DevOps & Cloud. It works with Prometheus and OpenTelemetry. The repository describes itself as: This is the Coralogix CLI. The licence is Apache-2.0.
Read from SKILL.md and the folder at commit c071372. 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 promql).
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.
Cx Coding Agents loads about 1.8k tokens when it runs, and up to ~22k if it reads all its reference files. Until then it costs about 78 tokens; SKILL.md has 772 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 coralogix/cx-cli at commit c071372, republished under its Apache-2.0 licence (© coralogix). 772 words, ~1,817 tokens.
.claude/skills/cx-coding-agents/SKILL.md (or your agent's skills folder). This skill also uses 10 other files; get the full folder from GitHub.Use this skill as the entry point for any investigation or data question about AI Center Coding Agents. It identifies which data source each agent uses and tells you which reference files to load before querying.
| Agent | Data Type | Source Identifier |
|---|---|---|
| Claude Code | Metrics | claude_code_* metric family |
| Claude Code (session text) | Logs | source ai_sessions_claude |
| Codex | Logs | service.name == 'codex_cli_rs' or 'codex-app-server' |
| Codex (latency) | Spans | $l.serviceName == 'codex_cli_rs' or 'codex-app-server' |
| Cursor | Spans | $l.serviceName == 'cursor-agent' |
| Gemini CLI | Metrics | gemini_cli_* metric family |
| Copilot CLI (direct OTel) | Spans | $l.serviceName == 'github-copilot' or tags['otel.scope.name'] == 'github.copilot' |
| GitHub Copilot Collector | Metrics | github_copilot_* metric family |
Load the agent reference first, then the shared query-language files it depends on:
| Agent | Agent Reference | Shared References |
|---|---|---|
| Claude Code (metrics) | references/claude-code.md | references/promql-guidelines.md + references/metrics-querying.md |
| Claude Code (sessions) | references/claude-code.md | references/dataprime-reference.md + references/logs-querying.md |
| Codex | references/codex.md | references/dataprime-reference.md + references/logs-querying.md + references/spans-querying.md |
| Cursor | references/cursor.md | references/dataprime-reference.md + references/spans-querying.md |
| Gemini CLI | references/gemini-cli.md | references/promql-guidelines.md + references/metrics-querying.md |
| Copilot CLI (direct OTel) | references/copilot-cli.md | references/dataprime-reference.md + references/spans-querying.md |
| GitHub Copilot Collector | references/copilot-cli.md | references/promql-guidelines.md + references/metrics-querying.md |
| Cross-agent comparison | All agent references | All shared references |
All query commands (cx metrics, cx logs, cx spans, cx dataprime) are read-only. They never modify data and can be run freely without --yes.
| Command | Purpose | When to Use |
|---|---|---|
cx metrics search --name '<pattern>' | Find metrics by name | Discover available claude_code_*, gemini_cli_*, github_copilot_* metrics |
cx metrics query '<expr>' | Instant PromQL query | Point-in-time metric snapshot |
cx metrics query-range '<expr>' | Range PromQL query (time series) | Claude Code, Gemini CLI, GitHub Copilot Collector trends |
cx logs '<dataprime_query>' | Log query | Claude Code session text, Codex logs |
cx spans '<dataprime_query>' | Span query | Cursor, Codex latency, Copilot CLI direct OTel |
cx dataprime query '<query>' | Raw DataPrime query | When you need an explicit source logs or source spans in the query |
Output format: append -o toon to any command when passing results to an agent or further processing.
Multi-profile: use -p <profile> (repeatable) to fan out across profiles simultaneously.
Identify the requested agent and analysis goal. If any required scope is missing, ask before querying:
If the user says "GitHub Copilot Codex", clarify whether they mean Codex or Copilot CLI. AI Center has separate Codex and Copilot CLI dashboards.
Use the same data source as the corresponding dashboard whenever possible:
claude_code_* metrics.ai_sessions_claude logs.run_turn latency.gemini_cli_* metrics.github_copilot_* org/user/billing metrics when that collector data is present.Use increase(metric[<range>]) for counters over the selected window. Common label filter pattern:
{user_email="<user>",model="<model>",cx_application_name="<app>",cx_subsystem_name="<subsystem>"}sum by (...), count by (...), or topk(N, ...) for grouping.| filter ... clauses for user, model, application, subsystem, session, and operation.groupby ... aggregate ... for dashboard-like tables.$l.applicationName and $l.subsystemName (mixed case).$l.applicationname and $l.subsystemname (lowercase).App/subsystem filter pattern:
| filter $l.applicationName == '<application>' && $l.subsystemName == '<subsystem>'When comparing agents:
enduser.pseudo.id), not email addresses. GitHub Copilot Collector users may be logins, names, or emails.github.copilot.cost. Collector billing metrics expose net/gross/discount amounts by organization/SKU. Do not merge Copilot span cost and collector billing without explaining the source and unit difference.Always include:
Do not invent fields not listed in the agent reference files. If the user asks for data an agent does not emit, say what is available and propose the nearest supported query.
© coralogix, 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 10 other files (references) in skills/cx-coding-agents of coralogix/cx-cli.
Open the folder on GitHubat commit c071372
Cx Coding Agents 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 |
|---|---|---|---|---|---|---|
| Cx Coding Agents this skillcoralogix/cx-cli | 121 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| UModel Root Cause Analysisalibaba/UnifiedModel | 412 | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| Signozqjoly/GitOps | 112 | — | ~6.1k | Automated safety check: Pass | WTFPL | |
| Developing Funboost Mixinydf0509/funboost | 892 | — | ~2.1k | 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 |
alibaba/UnifiedModel
Investigates a service incident to its root cause by querying a UModel object graph alongside metrics, logs, topology and recent deployments.
qjoly/GitOps
Manage the self-hosted SigNoz observability stack in this GitOps repo.
ydf0509/funboost
当需要为 funboost 创建 Consumer 或 Publisher 的 Mixin 扩展类时使用。触发场景:添加监控、熔断、限流、链路追踪等横切关注点,编写自定义前置/后置处理钩子。关键词:mixin, consumeroverridecls, publisheroverridecls, ConsumerMixin, 自定义消费者, hook, 拦截器, 熔断器, 监控…
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.
agentfront/frontmcp
A skill your agent uses when adding tracing, structured logging, metrics, or monitoring to a FrontMCP server.
ahmedasmar/devops-claude-skills
Monitoring and observability strategy, implementation, and troubleshooting.
coralogix/cx-cli
A skill your agent uses for any question or action about the user's AI/GenAI applications or agents — their behavior, prompts/responses, quality, hallucinations, guardrails, security, cost/tokens…
coralogix/cx-cli
This skill should be used when the user asks to "manage alerts", "create alert", "list alerts", "delete alert", "check alert status", "enable alert", "disable alert", "investigate firing alerts"…
coralogix/cx-cli
A skill your agent uses when the user asks to "check data usage", "list TCO policies", "reduce Coralogix costs", "optimize observability spend", "lower our logging bill", "data budget exceeded"…
coralogix/cx-cli
A skill your agent uses when the user asks to "set up parsing", "create parsing rule", "extract fields from logs", "regex extraction", "log parsing", "enrich logs", "add context to logs", "custom…
coralogix/cx-cli
A skill your agent uses for any question involving telemetry data: "investigate an issue", "debug a problem", "find out why something is slow", "check error rates", "analyze user behavior"…
coralogix/cx-cli
Build and deploy a Coralogix dashboard for a given service from its logs, spans, metrics, and service specs.
Works with
Categories
A skill your agent uses when the user asks about AI Center Coding Agents data, wants to reproduce or extend the Coding Agents dashboards, or asks questions about usage, cost, tokens, sessions…. Cx Coding Agents is an agent skill from coralogix/cx-cli. Use this skill when the user asks about AI Center Coding Agents data, wants to reproduce or extend the Coding Agents dashboards, or asks questions about usage, cost, tokens, sessions, tools, code impact, users, models, spans, or logs for Claude Code, Codex, Cursor, Gemini CLI, or Copilot CLI.
Cx Coding Agents fits situations like: the user asks about AI Center Coding Agents data; wants to reproduce; extend the Coding Agents dashboards; asks questions about usage.
Run `npx skills add coralogix/cx-cli --skill cx-coding-agents -a claude-code`. Or copy the skill folder (skills/cx-coding-agents in coralogix/cx-cli) into .claude/skills/cx-coding-agents in your project. Claude Code loads it when a task matches its description.
Run `npx skills add coralogix/cx-cli --skill cx-coding-agents -a codex`. Or copy the skill folder (skills/cx-coding-agents in coralogix/cx-cli) into .agents/skills/cx-coding-agents 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 coralogix/cx-cli --skill cx-coding-agents -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cx-coding-agents, .gemini/skills/cx-coding-agents, .github/skills/cx-coding-agents and .opencode/skills/cx-coding-agents in your project.
SKILL.md names no scripts, command-line tools or credentials: Cx Coding Agents 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.
Cx Coding Agents 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 1.8k tokens (SKILL.md is roughly 7.3k 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 20k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Cx Coding Agents: UModel Root Cause Analysis (alibaba/UnifiedModel, 412 stars), Signoz (qjoly/GitOps, 112 stars), Developing Funboost Mixin (ydf0509/funboost, 892 stars) and Archestra Dev Observability (archestra-ai/archestra, 4.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
coralogix (a GitHub organization) maintains it in coralogix/cx-cli, which has 121 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on October 7, 2026.
Source: coralogix/cx-cli on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.