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Official agent skill

Signals Scout Revenue Analytics

by PostHog in PostHog/posthog

Signals scout for PostHog revenue analytics. An agent skill from PostHog/posthog.

OfficialCustom licenceAuto-check passed

Install Signals Scout Revenue Analytics

skills CLI
$ npx skills add PostHog/posthog --skill signals-scout-revenue-analytics -a claude-code

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

GitHub CLI
$ gh skill install PostHog/posthog signals-scout-revenue-analytics --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/signals-scout-revenue-analytics .claude/skills/signals-scout-revenue-analytics && 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
signals-scout-revenue-analytics
GitHub stars
40k
Token cost
~5.8k tokens
SKILL.md length
2,810 words
Files
1
Skills in repo
254
Repo updated
First seen
Licence
Custom licence

At a glance

Signals scout for PostHog revenue analytics. An agent skill from PostHog/posthog.

  • Works in 4 steps: external-data-sources-retrieve for the… → external-data-sync-logs for the failure… → execute-sql against system.insights… → …
  • SKILL.md covers Read the revenue config, Quick close-out: is revenue…, How a run works and Disqualifiers (skip these), plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Signals Scout Revenue Analytics is an agent skill from PostHog/posthog, published by the product's own GitHub organization. Signals scout for PostHog revenue analytics. Watches for upstream failures (Stripe sync stalls, capture regressions), and config drift.

Its SKILL.md is about 5.8k 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 analytics plus signalscoutinternal:write (for scratchpad) +…

It works with PostHog and Stripe. 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

  • “Use the signals-scout-revenue-analytics skill to signal scout for PostHog revenue analytics. An agent skill from PostHog/posthog”
  • “/signals-scout-revenue-analytics”

Requirements

  • Compatibility (from SKILL.md): Designed for the PostHog Signals agent in a Claude sandbox with PostHog MCP scopes: read-only analytics 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 tool family plus the warehouse and analytics tools listed in the body's MCP tools section.

Workflow steps

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

  1. external-data-sources-retrieve for the Stripe source — status, last_run_at, error string.
  2. external-data-sync-logs for the failure pattern — one-off vs recurring.
  3. execute-sql against system.insights filtered to name ILIKE '%revenue%' OR query::text ILIKE '%revenue_analytics%' for blast radius.
  4. Cross-check inbox-reports-list for an open warehouse-source report — if so, append_note the revenue-specific angle (which finance metrics…

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 (its code samples are sql).

    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.

  • Compatibility

    Designed for the PostHog Signals agent in a Claude sandbox with PostHog MCP scopes: read-only analytics 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 tool family plus the warehouse and analytics tools listed in the body's MCP tools section.

    From compatibility in the SKILL.md frontmatter.

Context cost

Signals Scout Revenue Analytics loads about 5.8k tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 2,810 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~42
When it runs · the whole SKILL.md, loaded when a task matches
~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); 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 2,810 words (~5,844 tokens).

“You are a focused revenue analytics scout. Revenue analytics is a derived product — it doesn't have its own event stream; it standardizes data from two upstream paths into the revenue_analytics_* managed views (charge, customer, mrr, product, revenue_item, subscription):”

— opening of SKILL.md by PostHog, Custom licence
name
signals-scout-revenue-analytics
compatibility
Designed for the PostHog Signals agent in a Claude sandbox with PostHog MCP scopes: read-only analytics 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 tool family plus the warehouse and analytics tools listed in the body's MCP tools section.
scout-display-name
Revenue analytics
metadata.owner_team
signals
metadata.scope
revenue_analytics

Read the full SKILL.md on GitHub

Files

Just SKILL.md in products/signals/skills/signals-scout-revenue-analytics 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 Revenue Analytics 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.

Signals Scout Revenue Analytics compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Signals Scout Revenue Analytics this skillPostHog/posthog40k—~5.8kAutomated safety check: PassCustom licence
Firecrawl Build Onboardingfirecrawl/firecrawl190k1 repos~1.4kAutomated safety check: NotesISC
Minimax PDFpoco-ai/poco-claw1.4k6 repos~2.1kAutomated safety check: PassMIT
Get API Docs with chubandrewyng/context-hub14k1 repos~775Automated safety check: PassMIT
Stripe Projectsfossasia/eventyay1.7k5 repos~2kAutomated safety check: NotesApache-2.0
Effect Client WrapperUsefulSoftwareCo/executor4.1k1 repos~1.4kAutomated safety check: PassMIT

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Works with

Questions about Signals Scout Revenue Analytics

What does Signals Scout Revenue Analytics do?

Signals scout for PostHog revenue analytics. An agent skill from PostHog/posthog. Signals Scout Revenue Analytics is an agent skill from PostHog/posthog, published by the product's own GitHub organization. Signals scout for PostHog revenue analytics.

How do I install Signals Scout Revenue Analytics in Claude Code?

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

How do I install Signals Scout Revenue Analytics in Codex?

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

Can I use Signals Scout Revenue Analytics 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-revenue-analytics -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-revenue-analytics, .gemini/skills/signals-scout-revenue-analytics, .github/skills/signals-scout-revenue-analytics and .opencode/skills/signals-scout-revenue-analytics in your project.

What does Signals Scout Revenue Analytics need to run?

SKILL.md names no scripts, command-line tools or credentials: Signals Scout Revenue Analytics 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 analytics 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 tool family plus the warehouse and analytics tools listed in the body's MCP tools section. .

Does Signals Scout Revenue Analytics 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 Signals Scout Revenue Analytics 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 Revenue Analytics use?

Signals Scout Revenue Analytics 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 Revenue Analytics use?

About 5.8k tokens (SKILL.md is roughly 23k 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 Revenue Analytics?

Skills that share tags, products or a category with Signals Scout Revenue Analytics: Firecrawl Build Onboarding (firecrawl/firecrawl, 190k stars), Minimax PDF (poco-ai/poco-claw, 1.4k stars), Get API Docs with chub (andrewyng/context-hub, 14k stars) and Stripe Projects (fossasia/eventyay, 1.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Signals Scout Revenue Analytics?

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.