Official agent skill

Survey SDK Audit

by PostHog in PostHog/posthog

Audit PostHog survey SDK features and version requirements, and implement survey changes across the backend, UI, and SDK repositories.

OfficialCustom licenceAuto-check passedDevelopment

Install Survey SDK Audit

skills CLI
$ npx skills add PostHog/posthog --skill survey-sdk-audit -a claude-code

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

GitHub CLI
$ gh skill install PostHog/posthog survey-sdk-audit --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/PostHog/posthog.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/survey-sdk-audit .claude/skills/survey-sdk-audit && 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
survey-sdk-audit
GitHub stars
40k
Token cost
~4.3k tokens
SKILL.md length
1,362 words
Files
4 (incl. scripts, references)
Skills in repo
252
Repo updated
First seen
Licence
Custom licence

At a glance

Audit PostHog survey SDK features and version requirements, and implement survey changes across the backend, UI, and SDK repositories.

  • Works in 5 steps: Understand the Feature → Search Changelogs First → Search Code If Not in Changelog → …
  • Tasks that involve Changelog and release notes
  • SKILL.md covers Setup Check (Run First), Using SDK Paths in Commands, Issue Visibility and SDK Paths and Changelogs, plus 9 more sections
  • Runs Python scripts from its folder; calls gh, git and pnpm; reaches github.com

What it does

Survey SDK Audit is an agent skill from PostHog/posthog, published by the product's own GitHub organization. Audit PostHog survey SDK features and version requirements, and implement survey changes across the backend, UI, and SDK repositories.

Its SKILL.md is about 4.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `references/contributing-surveys.md`, `references/local-repos.md` and `scripts/repos.py`).

It sits in Development, covering Changelog and release notes and Cross-platform mobile apps. It works with PostHog, Flutter and Bash. 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…

When your agent uses it

  • Tasks that involve Changelog and release notes
  • Tasks that involve Cross-platform mobile apps

Example prompts

  • “/survey-sdk-audit”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Understand the Feature
  2. Search Changelogs First
  3. Search Code If Not in Changelog
  4. For Flutter, Find When Native Dependency Was Bumped
  5. Verify Feature Actually Works (Not Just Types)

What it can do on your machine

Read from SKILL.md and the folder at commit 812e5c6. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • gh
    • git
    • pnpm

    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:

    • github.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.

Context cost

Survey SDK Audit loads about 4.3k tokens when it runs, and up to ~5.8k if it reads all its reference files. Until then it costs about 38 tokens; SKILL.md has 1,362 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~38
When it runs · the whole SKILL.md, loaded when a task matches
~4.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.8k

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); the scripts in this folder 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 1,362 words (~4,301 tokens).

“Use this skill when auditing survey feature support across PostHog SDKs for surveyVersionRequirements.ts.”

— opening of SKILL.md by PostHog, Custom licence
name
survey-sdk-audit

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (scripts, references) in .agents/skills/survey-sdk-audit of PostHog/posthog.

  • SKILL.md
  • references/contributing-surveys.md
  • references/local-repos.md
  • scripts/repos.py

Open the folder on GitHubat commit 812e5c6

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 7, 2026.

Compare with similar skills

Survey SDK Audit 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.

Survey SDK Audit compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Survey SDK Audit this skillPostHog/posthog40k—~4.3kAutomated safety check: PassCustom licence
Flutter Pub ReleaseMixinNetwork/flutter-plugins512—~1.3kAutomated safety check: PassMIT
Release Pluginflutter/flutter-intellij2k—~1kAutomated safety check: PassBSD-3-Clause
Frb Write Changelogfzyzcjy/flutter_rust_bridge5.4k—~2kAutomated safety check: PassMIT
Frb Publish Releasefzyzcjy/flutter_rust_bridge5.4k—~2.9kAutomated safety check: PassMIT
Engine Whats Newflutter/flutter179k—~978Automated safety check: PassBSD-3-Clause

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Questions about Survey SDK Audit

What does Survey SDK Audit do?

Audit PostHog survey SDK features and version requirements, and implement survey changes across the backend, UI, and SDK repositories. Survey SDK Audit is an agent skill from PostHog/posthog, published by the product's own GitHub organization. Audit PostHog survey SDK features and version requirements, and implement survey changes across the backend, UI, and SDK repositories.

When should I use Survey SDK Audit?

Survey SDK Audit fits situations like: tasks that involve Changelog and release notes; tasks that involve Cross-platform mobile apps.

How do I install Survey SDK Audit in Claude Code?

Run `npx skills add PostHog/posthog --skill survey-sdk-audit -a claude-code`. Or copy the skill folder (.agents/skills/survey-sdk-audit in PostHog/posthog) into .claude/skills/survey-sdk-audit in your project. Claude Code loads it when a task matches its description.

How do I install Survey SDK Audit in Codex?

Run `npx skills add PostHog/posthog --skill survey-sdk-audit -a codex`. Or copy the skill folder (.agents/skills/survey-sdk-audit in PostHog/posthog) into .agents/skills/survey-sdk-audit in your project. Codex loads it when a task matches its description.

Can I use Survey SDK Audit 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 survey-sdk-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/survey-sdk-audit, .gemini/skills/survey-sdk-audit, .github/skills/survey-sdk-audit and .opencode/skills/survey-sdk-audit in your project.

What does Survey SDK Audit need to run?

Going by SKILL.md and its folder, Survey SDK Audit needs Python for the scripts in its folder and the command-line tools its instructions call (gh, git and pnpm). Our summary lists: Python 3.

Does Survey SDK Audit access the network?

SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Survey SDK Audit 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Survey SDK Audit use?

Survey SDK Audit 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 Survey SDK Audit use?

About 4.3k tokens (SKILL.md is roughly 17k 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 1.5k tokens, read only when the agent opens those files.

What are the alternatives to Survey SDK Audit?

Skills that share tags, products or a category with Survey SDK Audit: Flutter Pub Release (MixinNetwork/flutter-plugins, 512 stars), Release Plugin (flutter/flutter-intellij, 2k stars), Frb Write Changelog (fzyzcjy/flutter_rust_bridge, 5.4k stars) and Frb Publish Release (fzyzcjy/flutter_rust_bridge, 5.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Survey SDK Audit?

PostHog (a GitHub organization, an official publisher) maintains it in PostHog/posthog, which has 40,200 GitHub stars. The repository holds 252 skills in this directory. The repository was last updated on October 9, 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.