Motel Debug
kitlangton/motel
Debug applications with motel, a local OpenTelemetry ingest and query server.
Architecture and API reference for @dxos/tracing. An agent skill from dxos/dxos.
$ npx skills add dxos/dxos --skill tracing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dxos/dxos tracing --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/dxos/dxos.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/tracing .claude/skills/tracing && 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 "tracing" agent skill from https://github.com/dxos/dxos/tree/main/.agents/skills/tracing into .claude/skills/tracing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tracing", 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/dxos/dxos/tree/main/.agents/skills/tracingType 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 dxos/dxos --skill tracing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dxos/dxos tracing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dxos/dxos.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/tracing .agents/skills/tracing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tracing" agent skill from https://github.com/dxos/dxos/tree/main/.agents/skills/tracing into .agents/skills/tracing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tracing", 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 dxos/dxos --skill tracing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dxos/dxos tracing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dxos/dxos.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/tracing .cursor/skills/tracing && 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 "tracing" agent skill from https://github.com/dxos/dxos/tree/main/.agents/skills/tracing into .cursor/skills/tracing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tracing", 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/dxos/dxos.git --path .agents/skills/tracing--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 dxos/dxos --skill tracing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dxos/dxos tracing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dxos/dxos.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/tracing .gemini/skills/tracing && 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 "tracing" agent skill from https://github.com/dxos/dxos/tree/main/.agents/skills/tracing into .gemini/skills/tracing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tracing", 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 dxos/dxos tracingInstalls 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 dxos/dxos --skill tracing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/dxos/dxos.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/tracing .github/skills/tracing && 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 "tracing" agent skill from https://github.com/dxos/dxos/tree/main/.agents/skills/tracing into .github/skills/tracing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tracing", 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 dxos/dxos --skill tracing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install dxos/dxos tracing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dxos/dxos.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/tracing .opencode/skills/tracing && 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 "tracing" agent skill from https://github.com/dxos/dxos/tree/main/.agents/skills/tracing into .opencode/skills/tracing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tracing", 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.
tracingArchitecture and API reference for @dxos/tracing. An agent skill from dxos/dxos.
Tracing is an agent skill from dxos/dxos. Architecture and API reference for @dxos/tracing. Use when working with TracingBackend, TRACEPROCESSOR, @trace.resource(), @trace.span(), @trace.info(), metrics counters, diagnostics, ContextRpcCodec, tracing-types.ts, trace-processor.ts, or api.ts.
Its SKILL.md is about 4.2k 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. It works with OpenTelemetry. The repository describes itself as: TypeScript implementation of the DXOS protocols, SDK, toolchain and Composer.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 2e6b92a. 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 typescript).
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.
Tracing loads about 4.2k tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 991 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.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 991 words (~4,197 tokens).
“The @dxos/tracing package provides resource tracking, span creation, metrics, and diagnostics for DXOS. It defines a backend-agnostic TracingBackend interface — the @dxos/observability package provides the concrete OTEL implementation.”
Just SKILL.md in .agents/skills/tracing of dxos/dxos.
Open the folder on GitHubat commit 2e6b92a
Tracing 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 |
|---|---|---|---|---|---|---|
| Tracing this skilldxos/dxos | 525 | — | ~4.2k | Automated safety check: Pass | Custom licence | |
| Motel Debugkitlangton/motel | 298 | — | ~2.2k | Automated safety check: Pass | MIT | |
| Tempsgotempsh/temps | 828 | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Axiom Metrics Queryopenclaw/clawhub | 9.5k | — | ~2.6k | Automated safety check: Pass | MIT | |
| UModel Root Cause Analysisalibaba/UnifiedModel | 415 | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| Agent Kill Switchvivekchand/clawmetry | 426 | — | ~1.1k | Automated safety check: Pass | MIT |
kitlangton/motel
Debug applications with motel, a local OpenTelemetry ingest and query server.
gotempsh/temps
Manage, deploy, operate, and instrument applications with Temps.
openclaw/clawhub
Explores and queries OpenTelemetry metrics in Axiom MetricsDB, listing datasets, metrics and tags first and picking the right aggregation for each metric's type.
alibaba/UnifiedModel
Investigates a service incident to its root cause by querying a UModel object graph alongside metrics, logs, topology and recent deployments.
vivekchand/clawmetry
Give the human an off switch and a cost meter for the coding agents on this machine, using ClawMetry.
roy-tong/AgentMeasure
Check whether agent telemetry preserves measurement semantics.
dxos/dxos
Run the rule-driven agentic code review — discover rule blocks in the repo's .mdl files, prepare per-rule review groups (full project by default; diff-only with --pr-only), spawn one focused Sonnet…
dxos/dxos
Forensically inspect and repair Composer browser profiles — offline (Chrome OPFS / SQLite extract) or live via /recovery.html debug port.
dxos/dxos
Guide for migrating a project from Prettier or Biome to Oxfmt.
dxos/dxos
This skill should be used when the user asks to "configure moon", "set up moonrepo", "create moon tasks", "run moon commands", "configure moon workspace", "add moon project", "moon ci setup", "moon…
dxos/dxos
Reference for SubductionPolicy (the four hooks authorizeConnect, authorizeFetch, authorizePut, filterAuthorizedFetch passed via Subduction.hydrate(..., policy) or new Repo({ subductionPolicy })).
dxos/dxos
Record a demo of the running app that the agent drives itself — a .mdl QA test or an ad-hoc walkthrough — as a captioned .webm (or a screenshot), trimmed of dead air and ready to attach.
Works with
Categories
Architecture and API reference for @dxos/tracing. An agent skill from dxos/dxos. Tracing is an agent skill from dxos/dxos. Architecture and API reference for @dxos/tracing.
Tracing fits situations like: working with TracingBackend; @trace.resource(); metrics counters; contextRpcCodec.
Run `npx skills add dxos/dxos --skill tracing -a claude-code`. Or copy the skill folder (.agents/skills/tracing in dxos/dxos) into .claude/skills/tracing in your project. Claude Code loads it when a task matches its description.
Run `npx skills add dxos/dxos --skill tracing -a codex`. Or copy the skill folder (.agents/skills/tracing in dxos/dxos) into .agents/skills/tracing 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 dxos/dxos --skill tracing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tracing, .gemini/skills/tracing, .github/skills/tracing and .opencode/skills/tracing in your project.
SKILL.md names no scripts, command-line tools or credentials: Tracing 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.
Tracing has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 4.2k tokens (SKILL.md is roughly 17k 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 Tracing: Motel Debug (kitlangton/motel, 298 stars), Temps (gotempsh/temps, 828 stars), Axiom Metrics Query (openclaw/clawhub, 9.5k stars) and UModel Root Cause Analysis (alibaba/UnifiedModel, 415 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
dxos (a GitHub organization) maintains it in dxos/dxos, which has 525 GitHub stars. The repository holds 41 skills in this directory. The repository was last updated on October 9, 2026.
Source: dxos/dxos on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.