Opik Analytics Instrumentation
comet-ml/opik
Shows how to add product analytics events to Opik's frontend, Java backend and Python SDK, all reporting through Segment to PostHog with an opik_ name prefix.
Understand onepixel runtime architecture, host-based app dispatch, and redirect analytics flow before changing behavior across routes/controllers/db.
No licenceAuto-check passed
Install Architecture
$ npx skills add championswimmer/onepixel_backend --skill architecture -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install championswimmer/onepixel_backend architecture --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/championswimmer/onepixel_backend.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/architecture .claude/skills/architecture && 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 "architecture" agent skill from https://github.com/championswimmer/onepixel_backend/tree/main/.agents/skills/architecture into .claude/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", 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/championswimmer/onepixel_backend/tree/main/.agents/skills/architectureType 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 championswimmer/onepixel_backend --skill architecture -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install championswimmer/onepixel_backend architecture --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/championswimmer/onepixel_backend.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/architecture .agents/skills/architecture && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "architecture" agent skill from https://github.com/championswimmer/onepixel_backend/tree/main/.agents/skills/architecture into .agents/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", 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 championswimmer/onepixel_backend --skill architecture -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install championswimmer/onepixel_backend architecture --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/championswimmer/onepixel_backend.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/architecture .cursor/skills/architecture && 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 "architecture" agent skill from https://github.com/championswimmer/onepixel_backend/tree/main/.agents/skills/architecture into .cursor/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", 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/championswimmer/onepixel_backend.git --path .agents/skills/architecture--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 championswimmer/onepixel_backend --skill architecture -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install championswimmer/onepixel_backend architecture --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/championswimmer/onepixel_backend.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/architecture .gemini/skills/architecture && 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 "architecture" agent skill from https://github.com/championswimmer/onepixel_backend/tree/main/.agents/skills/architecture into .gemini/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", 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 championswimmer/onepixel_backend architectureInstalls 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 championswimmer/onepixel_backend --skill architecture -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/championswimmer/onepixel_backend.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/architecture .github/skills/architecture && 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 "architecture" agent skill from https://github.com/championswimmer/onepixel_backend/tree/main/.agents/skills/architecture into .github/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", 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 championswimmer/onepixel_backend --skill architecture -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install championswimmer/onepixel_backend architecture --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/championswimmer/onepixel_backend.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/architecture .opencode/skills/architecture && 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 "architecture" agent skill from https://github.com/championswimmer/onepixel_backend/tree/main/.agents/skills/architecture into .opencode/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", 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
architecture- GitHub stars
- 186
- Token cost
- ~329 tokens
- SKILL.md length
- 113 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- None found
At a glance
Understand onepixel runtime architecture, host-based app dispatch, and redirect analytics flow before changing behavior across routes/controllers/db.
- SKILL.md covers Runtime model, Data boundaries, Redirect and analytics flow and API layering pattern
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Architecture is an agent skill from championswimmer/onepixel_backend. Understand onepixel runtime architecture, host-based app dispatch, and redirect analytics flow before changing behavior across routes/controllers/db.
Its SKILL.md is about 330 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with PostHog.
Example prompts
- “/architecture”
What it can do on your machine
Read from SKILL.md and the folder at commit 033a0d3. 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.
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
Architecture loads about 329 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 113 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 113 words (~329 tokens).
“Use this skill when implementing features that cross app startup, routing, controller behavior, or data boundaries.”
- name
- architecture
Files
Just SKILL.md in .agents/skills/architecture of championswimmer/onepixel_backend.
Open the folder on GitHubat commit 033a0d3
Compare with similar skills
Architecture 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 |
|---|---|---|---|---|---|---|
| Architecture this skillchampionswimmer/onepixel_backend | 186 | — | ~329 | Automated safety check: Pass | None | |
| Opik Analytics Instrumentationcomet-ml/opik | 22k | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | |
| C15tc15t/c15t | 1.9k | 1 repos | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Define Feature Flagmacro-inc/macro | 4.6k | — | ~780 | Automated safety check: Pass | AGPL-3.0 | |
| Soku CLIAbout-Intelligence/soku-cli | 305 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Compare Array Bundle SizePostHog/posthog-js | 633 | — | ~599 | Automated safety check: Pass | Custom licence |
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More from championswimmer/onepixel_backend
API Endpoints
championswimmer/onepixel_backend
Reference for all onepixel API endpoints, their HTTP methods, paths, auth requirements, and behavior.
Database
championswimmer/onepixel_backend
Understand onepixel database topology by environment, data ownership across app/events stores, and initialization/migration behavior.
Conventions
championswimmer/onepixel_backend
Apply onepixel repository conventions for env loading, DB backend selection, auth locals, error payloads, and shortcode semantics.
Related
Works with
Questions about Architecture
What does Architecture do?
Understand onepixel runtime architecture, host-based app dispatch, and redirect analytics flow before changing behavior across routes/controllers/db. Architecture is an agent skill from championswimmer/onepixel_backend. Understand onepixel runtime architecture, host-based app dispatch, and redirect analytics flow before changing behavior across routes/controllers/db.
How do I install Architecture in Claude Code?
Run `npx skills add championswimmer/onepixel_backend --skill architecture -a claude-code`. Or copy the skill folder (.agents/skills/architecture in championswimmer/onepixel_backend) into .claude/skills/architecture in your project. Claude Code loads it when a task matches its description.
How do I install Architecture in Codex?
Run `npx skills add championswimmer/onepixel_backend --skill architecture -a codex`. Or copy the skill folder (.agents/skills/architecture in championswimmer/onepixel_backend) into .agents/skills/architecture in your project. Codex loads it when a task matches its description.
Can I use Architecture 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 championswimmer/onepixel_backend --skill architecture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/architecture, .gemini/skills/architecture, .github/skills/architecture and .opencode/skills/architecture in your project.
What does Architecture need to run?
SKILL.md names no scripts, command-line tools or credentials: Architecture is instructions for the agent only.
Does Architecture 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 Architecture 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 Architecture use?
No licence was found for Architecture or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Architecture use?
About 329 tokens (SKILL.md is roughly 1.3k 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 Architecture?
Skills that share tags, products or a category with Architecture: Opik Analytics Instrumentation (comet-ml/opik, 22k stars), C15t (c15t/c15t, 1.9k stars), Define Feature Flag (macro-inc/macro, 4.6k stars) and Soku CLI (About-Intelligence/soku-cli, 305 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Architecture?
championswimmer (a GitHub user) maintains it in championswimmer/onepixel_backend, which has 186 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on March 31, 2026.
Source: championswimmer/onepixel_backend on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.