Agent skill

Opentraces

by JayFarei in JayFarei/opentraces

Search and use local OpenTraces agent traces, inspect capture status, and build datasets from captured Pi/Claude/Codex sessions.

Custom licenceAuto-check passedDevOps & Cloud

Install Opentraces

skills CLI
$ npx skills add JayFarei/opentraces --skill opentraces -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install JayFarei/opentraces opentraces --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/JayFarei/opentraces.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/opentraces-pi/skills/opentraces .claude/skills/opentraces && rm -rf skills-src

Use ~/.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/

Facts

Skill name
opentraces
GitHub stars
100
Token cost
~436 tokens
SKILL.md length
191 words
Files
1
Skills in repo
13
Repo updated
First seen
Licence
Custom licence

At a glance

Search and use local OpenTraces agent traces, inspect capture status, and build datasets from captured Pi/Claude/Codex sessions.

  • DevOps & Cloud work in your project
  • SKILL.md covers Tools and Setup
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Opentraces is an agent skill from JayFarei/opentraces. Search and use local OpenTraces agent traces, inspect capture status, and build datasets from captured Pi/Claude/Codex sessions.

Its SKILL.md is about 440 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. The repository describes itself as: A local-first evidence layer for agent work, capturing what the agent sees, does, and changes.

When your agent uses it

  • DevOps & Cloud work in your project

Example prompts

  • “/opentraces”

What it can do on your machine

Read from SKILL.md and the folder at commit 354755d. 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

Opentraces loads about 436 tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 191 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~35
When it runs · the whole SKILL.md, loaded when a task matches
~436

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 191 words (~436 tokens).

“Use OpenTraces when the user asks about prior agent work, captured traces, bucket search, Trace Trails, Context Tree evidence, capsules, standups, or workflow-built datasets.”

— opening of SKILL.md by JayFarei, Custom licence
name
opentraces

Read the full SKILL.md on GitHub

Files

Just SKILL.md in packages/opentraces-pi/skills/opentraces of JayFarei/opentraces.

Open the folder on GitHubat commit 354755d

Compare with similar skills

Opentraces 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.

Opentraces compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Opentraces this skillJayFarei/opentraces100—~436Automated safety check: PassCustom licence
Mac Fleet Maintenancesteipete/agent-scripts7.3k—~4.8kAutomated safety check: PassMIT
Sentry Miniapp SDKlizhiyao/sentry-miniapp687—~5.4kAutomated safety check: PassMIT
Add Discovery Typerunwhen-contrib/runwhen-local163—~2kAutomated safety check: PassApache-2.0
AI Deployagent-sandbox/agent-sandbox218—~3kAutomated safety check: NotesApache-2.0
Money Opsiamzifei/show-me-the-money1k—~3.8kAutomated safety check: PassCustom licence

Similar skills

  • Mac Fleet Maintenance

    steipete/agent-scripts

    Inventories and maintains a fleet of Macs from a desired-state file: package updates, repo and Xcode sync, and disk, backup and security health reports.

    7.3k GitHub stars~4.8k tokensUpdated today
    DevOps & CloudAuto-check passed
  • Sentry Miniapp SDK

    lizhiyao/sentry-miniapp

    Full Sentry SDK setup for Mini Programs — error monitoring, tracing, offline cache, source maps.

    687 GitHub stars~5.4k tokensUpdated today
    DevOps & CloudAuto-check passed
  • Add Discovery Type

    runwhen-contrib/runwhen-local

    Stand up a brand-new RunWhen Local discovery platform / indexer from scratch (a new cloud or resource source) following the native SDK pattern used by azureapi and gcpapi.

    163 GitHub stars~2k tokensUpdated today
    DevOps & CloudAuto-check passed
  • AI Deploy

    agent-sandbox/agent-sandbox

    Deploy a generated project (one process or several) to agent-sandboxes with scale-to-zero: idle sandboxes pause and auto-resume (process restarted) on the next HTTP request.

    218 GitHub stars~3k tokensUpdated 20 days ago
    DevOps & CloudAuto-check: notes
  • Money Ops

    iamzifei/show-me-the-money

    24/7 autonomous business operations orchestrator with business health scoring, canary monitoring, and safety guardrails.

    1k GitHub stars~3.8k tokensUpdated 1 mo ago
    DevOps & CloudAuto-check passed
  • Triage Issues

    kubernetes-sigs/agent-sandbox

    Official

    Triage open GitHub issues for kubernetes-sigs/agent-sandbox by mapping them to roadmap.md and assigning k8s priority labels + Kanban Priority (P0–P4) on Project

    4.2k GitHub stars~1.5k tokensUpdated today
    DevOps & CloudAuto-check passed

More from JayFarei/opentraces

All 13 skills in this repo
  • Opentraces Marketing

    JayFarei/opentraces

    Generate branded marketing screenshots of opentraces CLI commands — wordmark + CLI card + caption + wallpaper, filename-stamped and auto-copied to the clipboard.

    100 GitHub stars~2.3k tokensUpdated 4 days ago
    Auto-check passed
  • Docs Update

    JayFarei/opentraces

    Synchronize all documentation surfaces after code changes. An agent skill from JayFarei/opentraces.

    100 GitHub stars~4.6k tokensUpdated 4 days ago
    Auto-check passed
  • Deploy Site

    JayFarei/opentraces

    Land every site-related fix on main, deploy opentraces.ai to Vercel production, and verify it works across all pages (desktop + mobile) and the email-capture flow, fixing and re-deploying until green.

    100 GitHub stars~4.3k tokensUpdated 4 days ago
    Auto-check passed
  • Gitsync

    JayFarei/opentraces

    Sync both git repos in this project: opentraces (root) and closedtraces (kb/).

    100 GitHub stars~589 tokensUpdated 4 days ago
    Auto-check passed
  • New Plan

    JayFarei/opentraces

    Create a new plan document in kb/plans/ for the opentraces project.

    100 GitHub stars~2k tokensUpdated 4 days ago
    Auto-check passed
  • PR Intent Summary V1

    JayFarei/opentraces

    Per-commit trace lineage rows for a branch context, deterministic.

    100 GitHub stars~534 tokensUpdated 4 days ago
    Auto-check passed

Questions about Opentraces

What does Opentraces do?

Search and use local OpenTraces agent traces, inspect capture status, and build datasets from captured Pi/Claude/Codex sessions. Opentraces is an agent skill from JayFarei/opentraces. Search and use local OpenTraces agent traces, inspect capture status, and build datasets from captured Pi/Claude/Codex sessions.

When should I use Opentraces?

Opentraces fits situations like: devOps & Cloud work in your project.

How do I install Opentraces in Claude Code?

Run `npx skills add JayFarei/opentraces --skill opentraces -a claude-code`. Or copy the skill folder (packages/opentraces-pi/skills/opentraces in JayFarei/opentraces) into .claude/skills/opentraces in your project. Claude Code loads it when a task matches its description.

How do I install Opentraces in Codex?

Run `npx skills add JayFarei/opentraces --skill opentraces -a codex`. Or copy the skill folder (packages/opentraces-pi/skills/opentraces in JayFarei/opentraces) into .agents/skills/opentraces in your project. Codex loads it when a task matches its description.

Can I use Opentraces 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 JayFarei/opentraces --skill opentraces -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/opentraces, .gemini/skills/opentraces, .github/skills/opentraces and .opencode/skills/opentraces in your project.

What does Opentraces need to run?

SKILL.md names no scripts, command-line tools or credentials: Opentraces is instructions for the agent only.

Does Opentraces 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 Opentraces 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 Opentraces use?

Opentraces has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Opentraces use?

About 436 tokens (SKILL.md is roughly 1.7k 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 Opentraces?

Skills that share tags, products or a category with Opentraces: Mac Fleet Maintenance (steipete/agent-scripts, 7.3k stars), Sentry Miniapp SDK (lizhiyao/sentry-miniapp, 687 stars), Add Discovery Type (runwhen-contrib/runwhen-local, 163 stars) and AI Deploy (agent-sandbox/agent-sandbox, 218 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Opentraces?

JayFarei (a GitHub user) maintains it in JayFarei/opentraces, which has 100 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on October 6, 2026.

Source: JayFarei/opentraces on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.