Official agent skill

Exploring Scouts

by PostHog in PostHog/posthog

How to explore and make sense of PostHog Signals scouts — the scheduled agents that scan a project and write reports into the Signals inbox.

OfficialCustom licenceAuto-check passedProductivity & Automation

Install Exploring Scouts

skills CLI
$ npx skills add PostHog/posthog --skill exploring-scouts -a claude-code

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

GitHub CLI
$ gh skill install PostHog/posthog exploring-scouts --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/products/signals/skills/exploring-scouts .claude/skills/exploring-scouts && 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
exploring-scouts
GitHub stars
40k
Token cost
~11k tokens
SKILL.md length
5,818 words
Files
6 (incl. scripts, references)
Skills in repo
252
Repo updated
First seen
Licence
Custom licence

At a glance

How to explore and make sense of PostHog Signals scouts — the scheduled agents that scan a project and write reports into the Signals inbox.

  • Works in 2 steps: scout-config-list — the roster. → scout-runs-list once with a small limit…
  • A user wants to understand what scouts they have
  • SKILL.md covers Output handling: expect to…, Start here: is the fleet even…, Workflow: survey the fleet and Workflow: understand one scout…, plus 7 more sections
  • Runs Python scripts from its folder; calls python

What it does

Exploring Scouts is an agent skill from PostHog/posthog, published by the product's own GitHub organization. How to explore and make sense of PostHog Signals scouts — the scheduled agents that scan a project and write reports into the Signals inbox. Use when a user wants to understand what scouts they have, how each one is behaving, and whether the fleet is actually working. Covers surveying the fleet and its schedules, reading recent scout runs and drilling into a single run's reasoning, inspecting the durable scratchpad memory the fleet has built up, tracing a run to the reports it wrote or edited, reading the…

Its SKILL.md is about 11k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `references/assessing-performance.md`, `references/scout-data-model.md` and `scripts/assess_health.py`).

It sits in Productivity & Automation, covering Email management. 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…

When your agent uses it

  • A user wants to understand what scouts they have
  • How each one is behaving
  • Whether the fleet is actually working
  • What are my scouts doing

Example prompts

  • “what are my scouts doing”
  • “how is my <x scout performing”
  • “show me recent scout runs”
  • “/exploring-scouts”

Requirements

  • Python 3

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

  1. scout-config-list — the roster.
  2. scout-runs-list once with a small limit and pick the newest run per skill_name (runs come back newest-first across the whole fleet, so one…

What it can do on your machine

Read from SKILL.md and the folder at commit 10f9ad7. 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 3 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    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

Exploring Scouts loads about 11k tokens when it runs, and up to ~25k if it reads all its reference files. Until then it costs about 248 tokens; SKILL.md has 5,818 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~248
When it runs · the whole SKILL.md, loaded when a task matches
~11k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~25k

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 5,818 words (~11,262 tokens).

“A scout is a scheduled agent that wakes on its own interval, looks at one PostHog project, decides what's genuinely worth surfacing, and either writes it into the Signals inbox as a report or closes out empty (a real, valid…”

— opening of SKILL.md by PostHog, Custom licence
name
exploring-scouts
metadata.owner_team
signals

Read the full SKILL.md on GitHub

Files

SKILL.md and 5 other files (scripts, references) in products/signals/skills/exploring-scouts of PostHog/posthog.

  • SKILL.md
  • references/assessing-performance.md
  • references/scout-data-model.md
  • scripts/assess_health.py
  • scripts/fleet_survey.py
  • scripts/render_run_report.py

Open the folder on GitHubat commit 10f9ad7

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

Exploring Scouts 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.

Exploring Scouts compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Exploring Scouts this skillPostHog/posthog40k—~11kAutomated safety check: PassCustom licence
Process Inboxtelegramdesktop/tdesktop33k2 repos~4.5kAutomated safety check: PassGPL-3.0
Continuetelegramdesktop/tdesktop33k2 repos~9.4kAutomated safety check: PassGPL-3.0
Garden Inboxpaperclipai/paperclip99k—~1.1kAutomated safety check: PassMIT
Career-Ops Gmail Lead Plugincareer-ops-hq/career-ops74k—~233Automated safety check: NotesMIT
Skill CompassEvol-ai/SkillCompass2161 repos~3.1kAutomated safety check: PassMIT

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Works with

Questions about Exploring Scouts

What does Exploring Scouts do?

How to explore and make sense of PostHog Signals scouts — the scheduled agents that scan a project and write reports into the Signals inbox. Exploring Scouts is an agent skill from PostHog/posthog, published by the product's own GitHub organization. How to explore and make sense of PostHog Signals scouts — the scheduled agents that scan a project and write reports into the Signals inbox.

When should I use Exploring Scouts?

Exploring Scouts fits situations like: A user wants to understand what scouts they have; how each one is behaving; whether the fleet is actually working; what are my scouts doing.

How do I install Exploring Scouts in Claude Code?

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

How do I install Exploring Scouts in Codex?

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

Can I use Exploring Scouts 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 exploring-scouts -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/exploring-scouts, .gemini/skills/exploring-scouts, .github/skills/exploring-scouts and .opencode/skills/exploring-scouts in your project.

What does Exploring Scouts need to run?

Going by SKILL.md and its folder, Exploring Scouts needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Exploring Scouts 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 Exploring Scouts 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 Exploring Scouts use?

Exploring Scouts 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 Exploring Scouts use?

About 11k tokens (SKILL.md is roughly 45k 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 14k tokens, read only when the agent opens those files.

What are the alternatives to Exploring Scouts?

Skills that share tags, products or a category with Exploring Scouts: Process Inbox (telegramdesktop/tdesktop, 33k stars), Continue (telegramdesktop/tdesktop, 33k stars), Garden Inbox (paperclipai/paperclip, 99k stars) and Career-Ops Gmail Lead Plugin (career-ops-hq/career-ops, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Exploring Scouts?

PostHog (a GitHub organization, an official publisher) maintains it in PostHog/posthog, which has 40,182 GitHub stars. The repository holds 252 skills in this directory. The repository was last updated on October 8, 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.