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.
Skill-hygiene scout for the team's PostHog skills store. An agent skill from PostHog/posthog.
OfficialCustom licenceAuto-check passed
Install Signals Scout Skills Store
$ npx skills add PostHog/posthog --skill signals-scout-skills-store -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install PostHog/posthog signals-scout-skills-store --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/PostHog/posthog.git skills-src && mkdir -p .claude/skills && cp -r skills-src/products/signals/skills/signals-scout-skills-store .claude/skills/signals-scout-skills-store && 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 "signals-scout-skills-store" agent skill from https://github.com/PostHog/posthog/tree/master/products/signals/skills/signals-scout-skills-store into .claude/skills/signals-scout-skills-store/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "signals-scout-skills-store", 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/PostHog/posthog/tree/master/products/signals/skills/signals-scout-skills-storeType 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 PostHog/posthog --skill signals-scout-skills-store -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install PostHog/posthog signals-scout-skills-store --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .agents/skills && cp -r skills-src/products/signals/skills/signals-scout-skills-store .agents/skills/signals-scout-skills-store && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "signals-scout-skills-store" agent skill from https://github.com/PostHog/posthog/tree/master/products/signals/skills/signals-scout-skills-store into .agents/skills/signals-scout-skills-store/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "signals-scout-skills-store", 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 PostHog/posthog --skill signals-scout-skills-store -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install PostHog/posthog signals-scout-skills-store --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/products/signals/skills/signals-scout-skills-store .cursor/skills/signals-scout-skills-store && 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 "signals-scout-skills-store" agent skill from https://github.com/PostHog/posthog/tree/master/products/signals/skills/signals-scout-skills-store into .cursor/skills/signals-scout-skills-store/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "signals-scout-skills-store", 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/PostHog/posthog.git --path products/signals/skills/signals-scout-skills-store--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 PostHog/posthog --skill signals-scout-skills-store -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install PostHog/posthog signals-scout-skills-store --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/products/signals/skills/signals-scout-skills-store .gemini/skills/signals-scout-skills-store && 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 "signals-scout-skills-store" agent skill from https://github.com/PostHog/posthog/tree/master/products/signals/skills/signals-scout-skills-store into .gemini/skills/signals-scout-skills-store/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "signals-scout-skills-store", 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 PostHog/posthog signals-scout-skills-storeInstalls 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 PostHog/posthog --skill signals-scout-skills-store -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .github/skills && cp -r skills-src/products/signals/skills/signals-scout-skills-store .github/skills/signals-scout-skills-store && 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 "signals-scout-skills-store" agent skill from https://github.com/PostHog/posthog/tree/master/products/signals/skills/signals-scout-skills-store into .github/skills/signals-scout-skills-store/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "signals-scout-skills-store", 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 PostHog/posthog --skill signals-scout-skills-store -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install PostHog/posthog signals-scout-skills-store --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/products/signals/skills/signals-scout-skills-store .opencode/skills/signals-scout-skills-store && 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 "signals-scout-skills-store" agent skill from https://github.com/PostHog/posthog/tree/master/products/signals/skills/signals-scout-skills-store into .opencode/skills/signals-scout-skills-store/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "signals-scout-skills-store", 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
signals-scout-skills-store- GitHub stars
- 40k
- Token cost
- ~4.9k tokens
- SKILL.md length
- 2,398 words
- Files
- 1
- Skills in repo
- 254
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Skill-hygiene scout for the team's PostHog skills store. An agent skill from PostHog/posthog.
- Works in 3 steps: Fresh or load-bearing — the skill's… → Verifiable — you can point at the exact… → Rule-grounded — the rule comes from the…
- SKILL.md covers Untrusted content — skills are…, Quick close-out: did anything…, How a run works and Disqualifiers (skip these), plus 2 more sections
- Reaches agentskills.io and platform.claude.com
What it does
Signals Scout Skills Store is an agent skill from PostHog/posthog, published by the product's own GitHub organization. Skill-hygiene scout for the team's PostHog skills store. Watches recently-changed and most- used skills for authoring violations — vague descriptions, bloated bodies, dead file links, kitchen-sink scope, committed secrets.
Its SKILL.md is about 4.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for the PostHog Signals agent in a Claude sandbox with PostHog MCP scopes: read-only plus signalscoutinternal:write (for scratchpad) +…
It works with PostHog. The repository describes itself as: :hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error…
Example prompts
- “/signals-scout-skills-store”
Requirements
- Compatibility (from SKILL.md): Designed for the PostHog Signals agent in a Claude sandbox with PostHog MCP scopes: read-only plus signal_scout_internal:write (for scratchpad) + signal_scout_report:write (for emit-report/edit-report, granted because this scout authors reports directly via the report channel). Assumes the signals-scout MCP family plus skill-list / skill-get / skill-file-get and the inbox tools in the MCP tools section. Outbound HTTPS (for the best-practices ruleset refresh) is optional — the inline checklist is the fallback.
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Fresh or load-bearing — the skill's updated_at / version advanced past what you last judged, or it's in the small high-leverage set the…
- Verifiable — you can point at the exact field, line, or missing file that breaks a concrete rule.
- Rule-grounded — the rule comes from the checklist below (or its live refresh), not your own taste.
What it can do on your machine
Read from SKILL.md and the folder at commit c012c8d. 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
Hosts in commands or code, which the agent is likely to contact:
agentskills.ioplatform.claude.comraw.githubusercontent.com
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
Designed for the PostHog Signals agent in a Claude sandbox with PostHog MCP scopes: read-only plus signal_scout_internal:write (for scratchpad) + signal_scout_report:write (for emit-report/edit-report, granted because this scout authors reports directly via the report channel). Assumes the signals-scout MCP family plus skill-list / skill-get / skill-file-get and the inbox tools in the MCP tools section. Outbound HTTPS (for the best-practices ruleset refresh) is optional — the inline checklist is the fallback.
From compatibility in the SKILL.md frontmatter.
Context cost
Signals Scout Skills Store loads about 4.9k tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 2,398 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 2,398 words (~4,901 tokens).
“You are a focused skills-store hygiene scout. The team's PostHog skills store holds the shared agent skills their coding and analytics agents load on demand — a badly-authored skill silently degrades every agent run that loads it. Each run you…”
- name
- signals-scout-skills-store
- compatibility
- Designed for the PostHog Signals agent in a Claude sandbox with PostHog MCP scopes: read-only plus signal_scout_internal:write (for scratchpad) + signal_scout_report:write (for emit-report/edit-report, granted because this scout authors reports directly via the report channel). Assumes the signals-scout MCP family plus skill-list / skill-get / skill-file-get and the inbox tools in the MCP tools section. Outbound HTTPS (for the best-practices ruleset refresh) is optional — the inline checklist is the fallback.
- scout-display-name
- Skills store
- metadata.owner_team
- signals
- metadata.scope
- skills_store
Files
Just SKILL.md in products/signals/skills/signals-scout-skills-store of PostHog/posthog.
Open the folder on GitHubat commit c012c8d
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders. This page covers the copy in PostHog/posthog, which our catalogue first saw on October 8, 2026.
Compare with similar skills
Signals Scout Skills Store 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 |
|---|---|---|---|---|---|---|
| Signals Scout Skills Store this skillPostHog/posthog | 40k | — | ~4.9k | Automated safety check: Pass | Custom licence | |
| 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 | 306 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Compare Array Bundle SizePostHog/posthog-js | 634 | — | ~599 | Automated safety check: Pass | Custom licence |
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Questions about Signals Scout Skills Store
What does Signals Scout Skills Store do?
Skill-hygiene scout for the team's PostHog skills store. An agent skill from PostHog/posthog. Signals Scout Skills Store is an agent skill from PostHog/posthog, published by the product's own GitHub organization. Skill-hygiene scout for the team's PostHog skills store.
How do I install Signals Scout Skills Store in Claude Code?
Run `npx skills add PostHog/posthog --skill signals-scout-skills-store -a claude-code`. Or copy the skill folder (products/signals/skills/signals-scout-skills-store in PostHog/posthog) into .claude/skills/signals-scout-skills-store in your project. Claude Code loads it when a task matches its description.
How do I install Signals Scout Skills Store in Codex?
Run `npx skills add PostHog/posthog --skill signals-scout-skills-store -a codex`. Or copy the skill folder (products/signals/skills/signals-scout-skills-store in PostHog/posthog) into .agents/skills/signals-scout-skills-store in your project. Codex loads it when a task matches its description.
Can I use Signals Scout Skills Store 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 PostHog/posthog --skill signals-scout-skills-store -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/signals-scout-skills-store, .gemini/skills/signals-scout-skills-store, .github/skills/signals-scout-skills-store and .opencode/skills/signals-scout-skills-store in your project.
What does Signals Scout Skills Store need to run?
SKILL.md names no scripts, command-line tools or credentials: Signals Scout Skills Store is instructions for the agent only. Compatibility (from SKILL.md): Designed for the PostHog Signals agent in a Claude sandbox with PostHog MCP scopes: read-only plus signal_scout_internal:write (for scratchpad) + signal_scout_report:write (for emit-report/edit-report, granted because this scout authors reports directly via the report channel). Assumes the signals-scout MCP family plus skill-list / skill-get / skill-file-get and the inbox tools in the MCP tools section. Outbound HTTPS (for the best-practices ruleset refresh) is optional — the inline checklist is the fallback. .
Does Signals Scout Skills Store access the network?
SKILL.md names 3 domains. In commands or code: agentskills.io, platform.claude.com and raw.githubusercontent.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Signals Scout Skills Store 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 Signals Scout Skills Store use?
Signals Scout Skills Store 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 Signals Scout Skills Store use?
About 4.9k tokens (SKILL.md is roughly 20k 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 Signals Scout Skills Store?
Skills that share tags, products or a category with Signals Scout Skills Store: 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, 306 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Signals Scout Skills Store?
PostHog (a GitHub organization, an official publisher) maintains it in PostHog/posthog, which has 40,209 GitHub stars. The repository holds 254 skills in this directory. The repository was last updated on October 10, 2026.
Source: PostHog/posthog on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.