Motel Debug
kitlangton/motel
Debug applications with motel, a local OpenTelemetry ingest and query server.
Scan one OpenTelemetry component at pinned upstream versions and record the telemetry it emits (spans, metrics, logs) as change-point files under skills/otel-telemetry-emissions/.
$ npx skills add ollygarden/opentelemetry-agent-skills --skill otel-component-telemetry -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ollygarden/opentelemetry-agent-skills otel-component-telemetry --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/ollygarden/opentelemetry-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/tools/otel-telemetry-emission-scan .claude/skills/otel-component-telemetry && 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 "otel-component-telemetry" agent skill from https://github.com/ollygarden/opentelemetry-agent-skills/tree/main/tools/otel-telemetry-emission-scan into .claude/skills/otel-component-telemetry/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "otel-component-telemetry", 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/ollygarden/opentelemetry-agent-skills/tree/main/tools/otel-telemetry-emission-scanType 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 ollygarden/opentelemetry-agent-skills --skill otel-component-telemetry -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ollygarden/opentelemetry-agent-skills otel-component-telemetry --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ollygarden/opentelemetry-agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/tools/otel-telemetry-emission-scan .agents/skills/otel-component-telemetry && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "otel-component-telemetry" agent skill from https://github.com/ollygarden/opentelemetry-agent-skills/tree/main/tools/otel-telemetry-emission-scan into .agents/skills/otel-component-telemetry/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "otel-component-telemetry", 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 ollygarden/opentelemetry-agent-skills --skill otel-component-telemetry -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ollygarden/opentelemetry-agent-skills otel-component-telemetry --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ollygarden/opentelemetry-agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/tools/otel-telemetry-emission-scan .cursor/skills/otel-component-telemetry && 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 "otel-component-telemetry" agent skill from https://github.com/ollygarden/opentelemetry-agent-skills/tree/main/tools/otel-telemetry-emission-scan into .cursor/skills/otel-component-telemetry/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "otel-component-telemetry", 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/ollygarden/opentelemetry-agent-skills.git --path tools/otel-telemetry-emission-scan--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 ollygarden/opentelemetry-agent-skills --skill otel-component-telemetry -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ollygarden/opentelemetry-agent-skills otel-component-telemetry --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ollygarden/opentelemetry-agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/tools/otel-telemetry-emission-scan .gemini/skills/otel-component-telemetry && 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 "otel-component-telemetry" agent skill from https://github.com/ollygarden/opentelemetry-agent-skills/tree/main/tools/otel-telemetry-emission-scan into .gemini/skills/otel-component-telemetry/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "otel-component-telemetry", 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 ollygarden/opentelemetry-agent-skills otel-component-telemetryInstalls 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 ollygarden/opentelemetry-agent-skills --skill otel-component-telemetry -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ollygarden/opentelemetry-agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/tools/otel-telemetry-emission-scan .github/skills/otel-component-telemetry && 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 "otel-component-telemetry" agent skill from https://github.com/ollygarden/opentelemetry-agent-skills/tree/main/tools/otel-telemetry-emission-scan into .github/skills/otel-component-telemetry/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "otel-component-telemetry", 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 ollygarden/opentelemetry-agent-skills --skill otel-component-telemetry -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ollygarden/opentelemetry-agent-skills otel-component-telemetry --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ollygarden/opentelemetry-agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/tools/otel-telemetry-emission-scan .opencode/skills/otel-component-telemetry && 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 "otel-component-telemetry" agent skill from https://github.com/ollygarden/opentelemetry-agent-skills/tree/main/tools/otel-telemetry-emission-scan into .opencode/skills/otel-component-telemetry/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "otel-component-telemetry", 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.
otel-component-telemetryScan one OpenTelemetry component at pinned upstream versions and record the telemetry it emits (spans, metrics, logs) as change-point files under skills/otel-telemetry-emissions/.
Otel Component Telemetry is an agent skill from ollygarden/opentelemetry-agent-skills. Scan one OpenTelemetry component at pinned upstream versions and record the telemetry it emits (spans, metrics, logs) as change-point files under skills/otel-telemetry-emissions/. Invoked headless by scripts/scan.sh, one agent per component from config.json. Authoring-time only — not shipped.
Its SKILL.md is about 780 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `config.json` and `scripts/scan.sh`).
It sits in DevOps & Cloud, covering Observability. It works with OpenTelemetry. The repository describes itself as: Vendor-neutral OpenTelemetry skills for AI coding agents like Claude Code, Cursor, and Codex, grounded in upstream sources. The licence is Apache-2.0.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 12296db. 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.
Ships 1 file in scripts/ (Shell), which the agent can run.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
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.
Otel Component Telemetry loads about 782 tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 342 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); the scripts in this folder are not scanned.
The full file from ollygarden/opentelemetry-agent-skills at commit 12296db, republished under its Apache-2.0 licence (© ollygarden). 342 words, ~782 tokens.
.claude/skills/otel-component-telemetry/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.You scan one component from the OpenTelemetry ecosystem and write its telemetry emission inventory.
Repo: ${Repo} Path: ${Path} Versions to scan: ${Version} Tag prefix: ${TagPrefix} Force: ${Force} Output root: ${OutDir}
Resolve versions. The repo is already cloned locally at /tmp/otel-component-telemetry/<repo basename> — do not clone it yourself. Versions to scan is either a count of recent releases or one exact tag. For a count, list that many released versions from git tag. For an exact tag, scan only that tag. When Tag prefix is non-empty, consider only tags beginning with that literal prefix, check out the full tag, and strip the prefix to obtain the version used in frontmatter and the output filename. In monorepos where packages version independently of repo tags and no tag prefix is provided (e.g. opentelemetry-js experimental packages), use the package's own version from its manifest at each release tag, and name files after the package version.
Get source. Check out each resolved tag into its own temp directory: git worktree add "$(mktemp -d)" <tag>. Never scan a branch — only pinned tags.
Ground truth in the code. Analyse the instrumentation inside a codebase deeply and identify all emitted instrumentation data points required to fill the table format below.
Record conditionality. If a signal, metric, or attribute is gated (feature gate, opt-in config, experimental semconv env var), it still gets a row — with the gate named in Notes.
Apply the skip/force rule, run the self-check, write the file(s).
force: true, scan it anyway and reconcile: compare our findings with the existing file and edit only rows that are wrong or missing. Do not rewrite the whole file.Never modify files of other components.
Output one file per scanned version under the output root given above, mirroring repo + path:
${OutDir}/<repo basename>/<path>/v<version>.mdExample: ${OutDir}/opentelemetry-collector-contrib/receiver/kafkareceiver/v0.158.0.md
Follow the below format strictly:
---
repo: $repo
path: $path
version: v$version
scope_name: $scope_name
commit_sha: $tag_or_sha
last_verified: $YYYY-MM-DD
---
# $component
## Traces
| Span name | Kind | Attributes | Notes |
|---|---|---|---|
## Metrics
| Metric name | Type | Unit | Attributes | Notes |
|---|---|---|---|---|
## Logs
| Log/event name | Attributes | Notes |
|---|---|---|
## Sources
- $files_consultedOmit any signal section the component does not emit — never write empty tables. Notes names the gate when emission is conditional, - otherwise.
© ollygarden, 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 2 other files (scripts) in tools/otel-telemetry-emission-scan of ollygarden/opentelemetry-agent-skills.
Open the folder on GitHubat commit 12296db
Otel Component Telemetry 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 |
|---|---|---|---|---|---|---|
| Otel Component Telemetry this skillollygarden/opentelemetry-agent-skills | 106 | — | ~782 | Automated safety check: Pass | Apache-2.0 | |
| Motel Debugkitlangton/motel | 298 | — | ~2.2k | Automated safety check: Pass | MIT | |
| Tempsgotempsh/temps | 831 | — | ~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.
ollygarden/opentelemetry-agent-skills
Build custom OpenTelemetry Collector distributions with OCB (OpenTelemetry Collector Builder).
ollygarden/opentelemetry-agent-skills
OpenTelemetry in Go — SDK setup, API surface, breaking changes, contrib instrumentation libraries (otelhttp, otelgrpc, otelmongo), compile-time zero-code instrumentation (otelc), and performance…
ollygarden/opentelemetry-agent-skills
OpenTelemetry Transformation Language (OTTL) expert for writing and debugging telemetry transformations in the OpenTelemetry Collector.
ollygarden/opentelemetry-agent-skills
Migrate OpenTelemetry Span Events (AddEvent, RecordException, and language equivalents) to the Logs API following the accepted OTEP 4430 migration plan.
ollygarden/opentelemetry-agent-skills
Build safe, version-pinned telemetrygen commands for synthetic OTLP traces, metrics, and logs.
ollygarden/opentelemetry-agent-skills
Assess OpenTelemetry package and Collector upgrades across ecosystems.
Works with
Categories
Scan one OpenTelemetry component at pinned upstream versions and record the telemetry it emits (spans, metrics, logs) as change-point files under skills/otel-telemetry-emissions/. Otel Component Telemetry is an agent skill from ollygarden/opentelemetry-agent-skills. Scan one OpenTelemetry component at pinned upstream versions and record the telemetry it emits (spans, metrics, logs) as change-point files under skills/otel-telemetry-emissions/.
Otel Component Telemetry fits situations like: tasks that involve Observability.
Run `npx skills add ollygarden/opentelemetry-agent-skills --skill otel-component-telemetry -a claude-code`. Or copy the skill folder (tools/otel-telemetry-emission-scan in ollygarden/opentelemetry-agent-skills) into .claude/skills/otel-component-telemetry in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ollygarden/opentelemetry-agent-skills --skill otel-component-telemetry -a codex`. Or copy the skill folder (tools/otel-telemetry-emission-scan in ollygarden/opentelemetry-agent-skills) into .agents/skills/otel-component-telemetry 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 ollygarden/opentelemetry-agent-skills --skill otel-component-telemetry -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/otel-component-telemetry, .gemini/skills/otel-component-telemetry, .github/skills/otel-component-telemetry and .opencode/skills/otel-component-telemetry in your project.
Going by SKILL.md and its folder, Otel Component Telemetry needs a shell for the scripts in its folder and the command-line tools its instructions call (git). Our summary lists: A Bash shell.
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Otel Component Telemetry 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 782 tokens (SKILL.md is roughly 3.1k 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 Otel Component Telemetry: Motel Debug (kitlangton/motel, 298 stars), Temps (gotempsh/temps, 831 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.
ollygarden (a GitHub organization) maintains it in ollygarden/opentelemetry-agent-skills, which has 106 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 10, 2026.
Source: ollygarden/opentelemetry-agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.