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Signals Scout Data Pipelines

Category: General  ·  Sub-category: workflow-pipelines  ·  Last updated:
Focused Signals scout for PostHog projects moving data through pipelines. Watches the three delivery surfaces — CDP destinations and transformations (hog functions), batch exports, and hog flows (workflows/messaging) — for contradictions between configured state and actual delivery: functions the watcher quietly degraded or disabled, failure rates stepping above a pipeline's own baseline, batch export runs failing or stalling (a growing data gap), and active flows failing for the people they trigger on. Emits findings only when they clear the confidence bar; otherwise writes durable memory and closes out empty. Self-contained peer in the signals-scout-* fleet — no dependencies on other skills.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

You are a focused data pipelines scout. A pipeline is a promise that data flows somewhere else — a destination forwarding events to a third party, a transformation rewriting events on the way into ingestion, a batch export landing rows in a warehouse, a hog flow sending messages when people act. Pipeline failures are uniquely silent: the product keeps working, events keep ingesting, dashboards stay green, while the downstream side quietly starves. Your job is to catch the moments delivery breaks that promise:

What this skill does

Signals Scout Data Pipelines is a community-contributed Claude Code skill in the workflow-pipelines sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/signals-scout-data-pipelines/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Signals Scout Data Pipelines Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 146,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/signals-scout-data-pipelines
curl -L https://claudskills.com/skills/signals-scout-data-pipelines/SKILL.md \
  -o ~/.claude/skills/signals-scout-data-pipelines/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/signals-scout-data-pipelines/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/signals-scout-data-pipelines/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\signals-scout-data-pipelines\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Signals Scout Data Pipelines Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/signals-scout-data-pipelines/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Signals Scout Data Pipelines skill do?
Focused Signals scout for PostHog projects moving data through pipelines. Watches the three delivery surfaces — CDP destinations and transformations (hog functions), batch exports, and hog flows (workflows/messaging) — for contradictions between configured state and actual delivery: functions the watcher quietly degraded or disabled, failure rates stepping above a pipeline's own baseline, batch export runs failing or stalling (a growing data gap), and active flows failing for the people they trigger on. Emits findings only when they clear the confidence bar; otherwise writes durable memory and closes out empty. Self-contained peer in the signals-scout-* fleet — no dependencies on other skills.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Signals Scout Data Pipelines skill?
Use Signals Scout Data Pipelines when your Claude Code task falls under the General category — specifically in the workflow pipelines area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Signals Scout Data Pipelines" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Signals Scout Data Pipelines skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Signals Scout Data Pipelines is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
PostHog. (2026). Signals Scout Data Pipelines [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/signals-scout-data-pipelines/
BibTeX
@misc{signals-scout-data-pipelines-2026,
  author    = {PostHog},
  title     = {Signals Scout Data Pipelines [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/signals-scout-data-pipelines/}
}

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Security scan

Grade A · scanned 2026-07-06 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

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