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.
Observability patterns for Python applications. An agent skill from aiskillstore/marketplace.
Install Python Observability Patterns
$ npx skills add aiskillstore/marketplace --skill python-observability-patterns -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace python-observability-patterns --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/0xdarkmatter/python-observability-patterns .claude/skills/python-observability-patterns && 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 "python-observability-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/python-observability-patterns into .claude/skills/python-observability-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-observability-patterns", 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/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/python-observability-patternsType 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 aiskillstore/marketplace --skill python-observability-patterns -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace python-observability-patterns --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/0xdarkmatter/python-observability-patterns .agents/skills/python-observability-patterns && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "python-observability-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/python-observability-patterns into .agents/skills/python-observability-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-observability-patterns", 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 aiskillstore/marketplace --skill python-observability-patterns -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace python-observability-patterns --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/0xdarkmatter/python-observability-patterns .cursor/skills/python-observability-patterns && 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 "python-observability-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/python-observability-patterns into .cursor/skills/python-observability-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-observability-patterns", 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/aiskillstore/marketplace.git --path skills/0xdarkmatter/python-observability-patterns--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 aiskillstore/marketplace --skill python-observability-patterns -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace python-observability-patterns --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/0xdarkmatter/python-observability-patterns .gemini/skills/python-observability-patterns && 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 "python-observability-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/python-observability-patterns into .gemini/skills/python-observability-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-observability-patterns", 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 aiskillstore/marketplace python-observability-patternsInstalls 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 aiskillstore/marketplace --skill python-observability-patterns -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/0xdarkmatter/python-observability-patterns .github/skills/python-observability-patterns && 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 "python-observability-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/python-observability-patterns into .github/skills/python-observability-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-observability-patterns", 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 aiskillstore/marketplace --skill python-observability-patterns -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace python-observability-patterns --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/0xdarkmatter/python-observability-patterns .opencode/skills/python-observability-patterns && 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 "python-observability-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/python-observability-patterns into .opencode/skills/python-observability-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-observability-patterns", 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
python-observability-patterns- GitHub stars
- 430
- Used in
- 1 other repo
- Token cost
- ~1.3k tokens
- SKILL.md length
- 94 words
- Files
- 6 (incl. references, assets)
- Skills in repo
- 1,085
- Repo updated
- First seen
- Licence
- None found
At a glance
Observability patterns for Python applications. An agent skill from aiskillstore/marketplace.
- Tasks that involve Observability
- SKILL.md covers Structured Logging with…, Request Context Propagation, Prometheus Metrics and OpenTelemetry Tracing, plus 4 more sections
- Runs Python scripts from its folder
- Tasks that involve Monitoring and alerting
What it does
Python Observability Patterns is an agent skill from aiskillstore/marketplace. Observability patterns for Python applications. Triggers on: logging, metrics, tracing, opentelemetry, prometheus, observability, monitoring, structlog, correlation id.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files and assets (for example `assets/logging-config.py`, `references/metrics.md` and `references/structured-logging.md`). Compatibility notes: Python 3.10+. Requires structlog, opentelemetry-api, prometheus-client.
It sits in DevOps & Cloud, covering Observability and Monitoring and alerting. It works with Python, OpenTelemetry and Prometheus. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Tasks that involve Observability
- Tasks that involve Monitoring and alerting
Example prompts
- “/python-observability-patterns”
Requirements
- Python 3
- Compatibility (from SKILL.md): Python 3.10+. Requires structlog, opentelemetry-api, prometheus-client.
- Pre-approved tools (allowed-tools): Read, Write
What it can do on your machine
Read from SKILL.md and the folder at commit 4ac52da. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWrite
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships script files (Python), which the agent can run.
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.
Compatibility
Python 3.10+. Requires structlog, opentelemetry-api, prometheus-client.
From compatibility in the SKILL.md frontmatter.
Context cost
Python Observability Patterns loads about 1.3k tokens when it runs, and up to ~7.3k if it reads all its reference files. Until then it costs about 50 tokens; SKILL.md has 94 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 94 words (~1,290 tokens).
“Logging, metrics, and tracing for production applications.”
- name
- python-observability-patterns
- allowed-tools
- Read, Write
- compatibility
- Python 3.10+. Requires structlog, opentelemetry-api, prometheus-client.
- depends-on
- python-async-patterns
- related-skills
- python-fastapi-patterns, python-cli-patterns
Files
SKILL.md and 5 other files (references, assets) in skills/0xdarkmatter/python-observability-patterns of aiskillstore/marketplace.
- SKILL.md
- assets/logging-config.py
- references/metrics.md
- references/structured-logging.md
- references/tracing.md
- skill-report.json
Open the folder on GitHubat commit 4ac52da
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Python Observability Patterns 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 |
|---|---|---|---|---|---|---|
| Python Observability Patterns this skillaiskillstore/marketplace | 430 | 1 repos | ~1.3k | Automated safety check: Pass | None | |
| Logfire Instrumentationbasicmachines-co/basic-memory | 4.1k | — | ~2.3k | Automated safety check: Pass | AGPL-3.0 | |
| Developing Funboost Mixinydf0509/funboost | 892 | — | ~2.1k | Automated safety check: Pass | None | |
| Archestra Dev Observabilityarchestra-ai/archestra | 4.3k | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Frontmcp Observabilityagentfront/frontmcp | 146 | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | |
| Monitoring Observabilityahmedasmar/devops-claude-skills | 203 | — | ~3.9k | Automated safety check: Pass | None |
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Categories
Questions about Python Observability Patterns
What does Python Observability Patterns do?
Observability patterns for Python applications. An agent skill from aiskillstore/marketplace. Python Observability Patterns is an agent skill from aiskillstore/marketplace. Observability patterns for Python applications.
When should I use Python Observability Patterns?
Python Observability Patterns fits situations like: tasks that involve Observability; tasks that involve Monitoring and alerting.
How do I install Python Observability Patterns in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill python-observability-patterns -a claude-code`. Or copy the skill folder (skills/0xdarkmatter/python-observability-patterns in aiskillstore/marketplace) into .claude/skills/python-observability-patterns in your project. Claude Code loads it when a task matches its description.
How do I install Python Observability Patterns in Codex?
Run `npx skills add aiskillstore/marketplace --skill python-observability-patterns -a codex`. Or copy the skill folder (skills/0xdarkmatter/python-observability-patterns in aiskillstore/marketplace) into .agents/skills/python-observability-patterns in your project. Codex loads it when a task matches its description.
Can I use Python Observability Patterns 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 aiskillstore/marketplace --skill python-observability-patterns -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/python-observability-patterns, .gemini/skills/python-observability-patterns, .github/skills/python-observability-patterns and .opencode/skills/python-observability-patterns in your project.
What does Python Observability Patterns need to run?
Going by SKILL.md and its folder, Python Observability Patterns needs Python for the scripts in its folder. Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Write. Compatibility (from SKILL.md): Python 3.10+. Requires structlog, opentelemetry-api, prometheus-client..
Does Python Observability Patterns 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 Python Observability Patterns 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 Python Observability Patterns use?
No licence was found for Python Observability Patterns or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Python Observability Patterns use?
About 1.3k tokens (SKILL.md is roughly 5.2k 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 6k tokens, read only when the agent opens those files.
What are the alternatives to Python Observability Patterns?
Skills that share tags, products or a category with Python Observability Patterns: Logfire Instrumentation (basicmachines-co/basic-memory, 4.1k stars), Developing Funboost Mixin (ydf0509/funboost, 892 stars), Archestra Dev Observability (archestra-ai/archestra, 4.3k stars) and Frontmcp Observability (agentfront/frontmcp, 146 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Python Observability Patterns?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,085 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.