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.
Read your own agent telemetry from ClawMetry (waste, progress, cost) and act on it before finishing a task.
Install Clawmetry Selfcheck
$ npx skills add vivekchand/clawmetry --skill clawmetry-selfcheck -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install vivekchand/clawmetry clawmetry-selfcheck --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/vivekchand/clawmetry.git skills-src && mkdir -p .claude/skills && cp -r skills-src/docs/skills/clawmetry-selfcheck .claude/skills/clawmetry-selfcheck && 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 "clawmetry-selfcheck" agent skill from https://github.com/vivekchand/clawmetry/tree/main/docs/skills/clawmetry-selfcheck into .claude/skills/clawmetry-selfcheck/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clawmetry-selfcheck", 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/vivekchand/clawmetry/tree/main/docs/skills/clawmetry-selfcheckType 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 vivekchand/clawmetry --skill clawmetry-selfcheck -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install vivekchand/clawmetry clawmetry-selfcheck --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vivekchand/clawmetry.git skills-src && mkdir -p .agents/skills && cp -r skills-src/docs/skills/clawmetry-selfcheck .agents/skills/clawmetry-selfcheck && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "clawmetry-selfcheck" agent skill from https://github.com/vivekchand/clawmetry/tree/main/docs/skills/clawmetry-selfcheck into .agents/skills/clawmetry-selfcheck/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clawmetry-selfcheck", 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 vivekchand/clawmetry --skill clawmetry-selfcheck -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install vivekchand/clawmetry clawmetry-selfcheck --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vivekchand/clawmetry.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/docs/skills/clawmetry-selfcheck .cursor/skills/clawmetry-selfcheck && 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 "clawmetry-selfcheck" agent skill from https://github.com/vivekchand/clawmetry/tree/main/docs/skills/clawmetry-selfcheck into .cursor/skills/clawmetry-selfcheck/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clawmetry-selfcheck", 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/vivekchand/clawmetry.git --path docs/skills/clawmetry-selfcheck--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 vivekchand/clawmetry --skill clawmetry-selfcheck -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install vivekchand/clawmetry clawmetry-selfcheck --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vivekchand/clawmetry.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/docs/skills/clawmetry-selfcheck .gemini/skills/clawmetry-selfcheck && 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 "clawmetry-selfcheck" agent skill from https://github.com/vivekchand/clawmetry/tree/main/docs/skills/clawmetry-selfcheck into .gemini/skills/clawmetry-selfcheck/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clawmetry-selfcheck", 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 vivekchand/clawmetry clawmetry-selfcheckInstalls 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 vivekchand/clawmetry --skill clawmetry-selfcheck -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/vivekchand/clawmetry.git skills-src && mkdir -p .github/skills && cp -r skills-src/docs/skills/clawmetry-selfcheck .github/skills/clawmetry-selfcheck && 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 "clawmetry-selfcheck" agent skill from https://github.com/vivekchand/clawmetry/tree/main/docs/skills/clawmetry-selfcheck into .github/skills/clawmetry-selfcheck/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clawmetry-selfcheck", 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 vivekchand/clawmetry --skill clawmetry-selfcheck -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install vivekchand/clawmetry clawmetry-selfcheck --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vivekchand/clawmetry.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/docs/skills/clawmetry-selfcheck .opencode/skills/clawmetry-selfcheck && 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 "clawmetry-selfcheck" agent skill from https://github.com/vivekchand/clawmetry/tree/main/docs/skills/clawmetry-selfcheck into .opencode/skills/clawmetry-selfcheck/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clawmetry-selfcheck", 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
clawmetry-selfcheck- GitHub stars
- 425
- Token cost
- ~515 tokens
- SKILL.md length
- 167 words
- Files
- 1
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- MIT
At a glance
Read your own agent telemetry from ClawMetry (waste, progress, cost) and act on it before finishing a task.
- ClawMetry is installed on this machine and you want to check whether you are re-reading files
- SKILL.md covers The 3-step check (run before…, How to act on what you find and Digging deeper
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Spinning in loops
What it does
Clawmetry Selfcheck is an agent skill from vivekchand/clawmetry. Read your own agent telemetry from ClawMetry (waste, progress, cost) and act on it before finishing a task. Use when ClawMetry is installed on this machine and you want to check whether you are re-reading files, spinning in loops, or burning budget.
Its SKILL.md is about 520 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 LLM cost and token optimization. It works with OpenTelemetry and Python. The repository describes itself as: See your agent think. Zero-config observability & governance for 30 AI agent runtimes: Claude Code, OpenAI Codex, Hermes, OpenClaw & 26 more. Live token costs, sessions, tool… The licence is MIT.
When your agent uses it
- ClawMetry is installed on this machine and you want to check whether you are re-reading files
- Spinning in loops
Example prompts
- “/clawmetry-selfcheck”
What it can do on your machine
Read from SKILL.md and the folder at commit 795d6fa. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Clawmetry Selfcheck loads about 515 tokens when it runs. Until then it costs about 67 tokens; SKILL.md has 167 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
The full file from vivekchand/clawmetry at commit 795d6fa, republished under its MIT licence (© vivekchand). 167 words, ~515 tokens.
Download SKILL.mdSave it as
.claude/skills/clawmetry-selfcheck/SKILL.md (or your agent's skills folder).- name
- clawmetry-selfcheck
- description
- Read your own agent telemetry from ClawMetry (waste, progress, cost) and act on it before finishing a task. Use when ClawMetry is installed on this machine and you want to check whether you are re-reading files, spinning in loops, or burning budget.
ClawMetry self-check
ClawMetry observes AI agent sessions on this machine (read-only). Use its CLI to see your own telemetry and improve your behaviour mid-task.
All commands are read-only, exit 3 when ClawMetry has no data source
running (safe to skip silently), and support --json.
The 3-step check (run before finishing a task)
# 1. Re-read tax: files you paid to read more than once
clawmetry waste --since 6h --json
# 2. Spinning check: forward progress + loop signals
clawmetry progress --json
# 3. Spend check
clawmetry usage --jsonHow to act on what you find
| Signal | Action |
|---|---|
A file with reads > 3 in waste | Stop re-reading it. Write its structure into your working notes once; use offset-ranged reads for big files. |
High ratio (tokens per state-delta) in progress | You are burning tokens without producing new state. Write down what you tried, change strategy. |
loop_signals non-empty | You repeated near-identical calls. Do not retry the same thing; diagnose instead. |
Cost spike in usage | Check usage --by model: are you using a bigger model than the task needs? |
Digging deeper
clawmetry sessions --active # who is running
clawmetry sessions <SID> --transcript # what actually happened
clawmetry sessions <SID> --cost # where the money went (incl. sub-agents)
clawmetry sessions <SID> --errors # error events only
clawmetry activity --follow --max-events 50 # live NDJSON event stream
clawmetry usage --efficiency # A-F efficiency gradeExit codes: 0 ok, 3 no data source (skip), 4 feature needs an upgrade
(stderr carries a JSON body with upgrade_url; surface it to your human).
© vivekchand, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in docs/skills/clawmetry-selfcheck of vivekchand/clawmetry.
Open the folder on GitHubat commit 795d6fa
Compare with similar skills
Clawmetry Selfcheck 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 |
|---|---|---|---|---|---|---|
| Clawmetry Selfcheck this skillvivekchand/clawmetry | 425 | — | ~515 | Automated safety check: Pass | MIT | |
| Logfire Instrumentationbasicmachines-co/basic-memory | 4.1k | — | ~2.3k | Automated safety check: Pass | AGPL-3.0 | |
| Azure Monitor Opentelemetry Exporter Pymicrosoft/skills | 3.1k | 6 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Azure Monitor Opentelemetry Pymicrosoft/skills | 3.1k | 6 repos | ~2k | Automated safety check: Pass | MIT | |
| Enforcing Nophi Loggingmaziyarpanahi/openmed | 5.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| App Observabilitygrafana/skills | 279 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 |
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Enforcing Nophi Logging
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Add a logging and telemetry guard that scrubs or blocks PHI from logs, traces, and error reports around an OpenMed deployment.
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App Observability
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Get RED metrics + service maps + frontend RUM + AI/LLM monitoring out of Grafana Cloud — Application Observability (tracesspanmetrics from OTel traces, p50/p95/p99 latency, exemplar-to-trace…
Implementing Observability
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Monitoring, logging, and tracing implementation using OpenTelemetry as the unified standard.
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Related
Works with
Categories
Questions about Clawmetry Selfcheck
What does Clawmetry Selfcheck do?
Read your own agent telemetry from ClawMetry (waste, progress, cost) and act on it before finishing a task. Clawmetry Selfcheck is an agent skill from vivekchand/clawmetry. Read your own agent telemetry from ClawMetry (waste, progress, cost) and act on it before finishing a task.
When should I use Clawmetry Selfcheck?
Clawmetry Selfcheck fits situations like: clawMetry is installed on this machine and you want to check whether you are re-reading files; spinning in loops.
How do I install Clawmetry Selfcheck in Claude Code?
Run `npx skills add vivekchand/clawmetry --skill clawmetry-selfcheck -a claude-code`. Or copy the skill folder (docs/skills/clawmetry-selfcheck in vivekchand/clawmetry) into .claude/skills/clawmetry-selfcheck in your project. Claude Code loads it when a task matches its description.
How do I install Clawmetry Selfcheck in Codex?
Run `npx skills add vivekchand/clawmetry --skill clawmetry-selfcheck -a codex`. Or copy the skill folder (docs/skills/clawmetry-selfcheck in vivekchand/clawmetry) into .agents/skills/clawmetry-selfcheck in your project. Codex loads it when a task matches its description.
Can I use Clawmetry Selfcheck 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 vivekchand/clawmetry --skill clawmetry-selfcheck -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/clawmetry-selfcheck, .gemini/skills/clawmetry-selfcheck, .github/skills/clawmetry-selfcheck and .opencode/skills/clawmetry-selfcheck in your project.
What does Clawmetry Selfcheck need to run?
SKILL.md names no scripts, command-line tools or credentials: Clawmetry Selfcheck is instructions for the agent only.
Does Clawmetry Selfcheck access the network?
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.
Is Clawmetry Selfcheck 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 Clawmetry Selfcheck use?
Clawmetry Selfcheck is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Clawmetry Selfcheck use?
About 515 tokens (SKILL.md is roughly 2.1k 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 Clawmetry Selfcheck?
Skills that share tags, products or a category with Clawmetry Selfcheck: Logfire Instrumentation (basicmachines-co/basic-memory, 4.1k stars), Azure Monitor Opentelemetry Exporter Py (microsoft/skills, 3.1k stars), Azure Monitor Opentelemetry Py (microsoft/skills, 3.1k stars) and Enforcing Nophi Logging (maziyarpanahi/openmed, 5.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Clawmetry Selfcheck?
vivekchand (a GitHub user) maintains it in vivekchand/clawmetry, which has 425 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on October 7, 2026.
Source: vivekchand/clawmetry on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.