Telemetry Analytics
OpenHands/OpenHands
This skill should be used when the user asks to "add tracking", "add a PostHog event", "change telemetry consent", "instrument onboarding", "debug analytics", or changes telemetry.ts…
Query or manage this repository's PostHog analytics, schema, dashboards, insights, feature flags, experiments, replay, and observability through toolkit posthog.
Install Posthog Operations
$ npx skills add shepherdjerred/monorepo --skill posthog-operations -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install shepherdjerred/monorepo posthog-operations --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/shepherdjerred/monorepo.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/posthog-operations .claude/skills/posthog-operations && 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 "posthog-operations" agent skill from https://github.com/shepherdjerred/monorepo/tree/main/.agents/skills/posthog-operations into .claude/skills/posthog-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "posthog-operations", 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/shepherdjerred/monorepo/tree/main/.agents/skills/posthog-operationsType 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 shepherdjerred/monorepo --skill posthog-operations -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install shepherdjerred/monorepo posthog-operations --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shepherdjerred/monorepo.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/posthog-operations .agents/skills/posthog-operations && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "posthog-operations" agent skill from https://github.com/shepherdjerred/monorepo/tree/main/.agents/skills/posthog-operations into .agents/skills/posthog-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "posthog-operations", 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 shepherdjerred/monorepo --skill posthog-operations -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install shepherdjerred/monorepo posthog-operations --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shepherdjerred/monorepo.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/posthog-operations .cursor/skills/posthog-operations && 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 "posthog-operations" agent skill from https://github.com/shepherdjerred/monorepo/tree/main/.agents/skills/posthog-operations into .cursor/skills/posthog-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "posthog-operations", 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/shepherdjerred/monorepo.git --path .agents/skills/posthog-operations--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 shepherdjerred/monorepo --skill posthog-operations -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install shepherdjerred/monorepo posthog-operations --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shepherdjerred/monorepo.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/posthog-operations .gemini/skills/posthog-operations && 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 "posthog-operations" agent skill from https://github.com/shepherdjerred/monorepo/tree/main/.agents/skills/posthog-operations into .gemini/skills/posthog-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "posthog-operations", 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 shepherdjerred/monorepo posthog-operationsInstalls 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 shepherdjerred/monorepo --skill posthog-operations -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/shepherdjerred/monorepo.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/posthog-operations .github/skills/posthog-operations && 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 "posthog-operations" agent skill from https://github.com/shepherdjerred/monorepo/tree/main/.agents/skills/posthog-operations into .github/skills/posthog-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "posthog-operations", 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 shepherdjerred/monorepo --skill posthog-operations -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install shepherdjerred/monorepo posthog-operations --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shepherdjerred/monorepo.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/posthog-operations .opencode/skills/posthog-operations && 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 "posthog-operations" agent skill from https://github.com/shepherdjerred/monorepo/tree/main/.agents/skills/posthog-operations into .opencode/skills/posthog-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "posthog-operations", 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
posthog-operations- GitHub stars
- 112
- Token cost
- ~321 tokens
- SKILL.md length
- 123 words
- Files
- 1
- Skills in repo
- 63
- Repo updated
- First seen
- Licence
- GPL-3.0
At a glance
Query or manage this repository's PostHog analytics, schema, dashboards, insights, feature flags, experiments, replay, and observability through toolkit posthog.
- Works in 5 steps: identify the repository/OpenTofu owner… → inspect the exact API tool and every… → perform a dry run when supported; → …
- Analytics investigations
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Governed PostHog changes
What it does
Posthog Operations is an agent skill from shepherdjerred/monorepo. Query or manage this repository's PostHog analytics, schema, dashboards, insights, feature flags, experiments, replay, and observability through toolkit posthog. Use for analytics investigations or governed PostHog changes.
Its SKILL.md is about 320 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. It works with PostHog. The repository describes itself as: Monorepo for all of my projects. The licence is GPL-3.0.
When your agent uses it
- Analytics investigations
- Governed PostHog changes
Example prompts
- “/posthog-operations”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- identify the repository/OpenTofu owner and avoid dashboard drift;
- inspect the exact API tool and every hinted schema field;
- perform a dry run when supported;
- require confirmation only for the user-authorized target;
- read the object back and exercise the query where practical.
What it can do on your machine
Read from SKILL.md and the folder at commit da14ae9. 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
Posthog Operations loads about 321 tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 123 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 shepherdjerred/monorepo at commit da14ae9, republished under its GPL-3.0 licence (© shepherdjerred). 123 words, ~321 tokens.
Download SKILL.mdSave it as
.claude/skills/posthog-operations/SKILL.md (or your agent's skills folder).- name
- posthog-operations
- description
- Query or manage this repository's PostHog analytics, schema, dashboards, insights, feature flags, experiments, replay, and observability through toolkit posthog. Use for analytics investigations or governed PostHog changes.
PostHog operations
Use the agent-first API surface and ambient credential:
toolkit posthog --version
toolkit posthog api search read-data-schema
toolkit posthog api info read-data-schema
toolkit posthog api call read-data-schema '{"query":{"kind":"events"}}'Before querying, discover the live event and property schema. Do not guess event names or property types from source alone. Scope time range, environment, identity, and grouping explicitly.
Before a mutation:
- identify the repository/OpenTofu owner and avoid dashboard drift;
- inspect the exact API tool and every hinted schema field;
- perform a dry run when supported;
- require confirmation only for the user-authorized target;
- read the object back and exercise the query where practical.
Source instrumentation, an accepted capture request, stored events, and a working insight are separate acceptance claims. Use live events or the API to prove storage. Never print, persist, or pass the PostHog token in command text.
© shepherdjerred, GPL-3.0. 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 .agents/skills/posthog-operations of shepherdjerred/monorepo.
Open the folder on GitHubat commit da14ae9
Compare with similar skills
Posthog Operations 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 |
|---|---|---|---|---|---|---|
| Posthog Operations this skillshepherdjerred/monorepo | 112 | — | ~321 | Automated safety check: Pass | GPL-3.0 | |
| Telemetry AnalyticsOpenHands/OpenHands | 90k | — | ~305 | Automated safety check: Pass | MIT | |
| Temps Best Practicesgotempsh/temps | 826 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| Exploring Apm TracesPostHog/posthog | 40k | — | ~3.5k | Automated safety check: Pass | Custom licence | |
| Exploring LLM TracesPostHog/posthog | 40k | — | ~4.4k | Automated safety check: Pass | Custom licence | |
| Analyzing Expensive UsersPostHog/posthog | 40k | — | ~3.9k | Automated safety check: Pass | Custom licence |
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Works with
Categories
Questions about Posthog Operations
What does Posthog Operations do?
Query or manage this repository's PostHog analytics, schema, dashboards, insights, feature flags, experiments, replay, and observability through toolkit posthog. Posthog Operations is an agent skill from shepherdjerred/monorepo. Query or manage this repository's PostHog analytics, schema, dashboards, insights, feature flags, experiments, replay, and observability through toolkit posthog.
When should I use Posthog Operations?
Posthog Operations fits situations like: analytics investigations; governed PostHog changes.
How do I install Posthog Operations in Claude Code?
Run `npx skills add shepherdjerred/monorepo --skill posthog-operations -a claude-code`. Or copy the skill folder (.agents/skills/posthog-operations in shepherdjerred/monorepo) into .claude/skills/posthog-operations in your project. Claude Code loads it when a task matches its description.
How do I install Posthog Operations in Codex?
Run `npx skills add shepherdjerred/monorepo --skill posthog-operations -a codex`. Or copy the skill folder (.agents/skills/posthog-operations in shepherdjerred/monorepo) into .agents/skills/posthog-operations in your project. Codex loads it when a task matches its description.
Can I use Posthog Operations 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 shepherdjerred/monorepo --skill posthog-operations -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/posthog-operations, .gemini/skills/posthog-operations, .github/skills/posthog-operations and .opencode/skills/posthog-operations in your project.
What does Posthog Operations need to run?
SKILL.md names no scripts, command-line tools or credentials: Posthog Operations is instructions for the agent only.
Does Posthog Operations 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 Posthog Operations 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 Posthog Operations use?
Posthog Operations is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Posthog Operations use?
About 321 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 Posthog Operations?
Skills that share tags, products or a category with Posthog Operations: Telemetry Analytics (OpenHands/OpenHands, 90k stars), Temps Best Practices (gotempsh/temps, 826 stars), Exploring Apm Traces (PostHog/posthog, 40k stars) and Exploring LLM Traces (PostHog/posthog, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Posthog Operations?
shepherdjerred (a GitHub user) maintains it in shepherdjerred/monorepo, which has 112 GitHub stars. The repository holds 63 skills in this directory. The repository was last updated on October 8, 2026.
Source: shepherdjerred/monorepo on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.