Agent skill

paid-media-report

Build a reconciled paid-media report or executive summary from deterministic analysis results and render it as a shareable artifact.

activeSelf-containedInstructions only202 words

Filed under ABM and paid and Analytics and reporting.

From langchain-ai/paid-media-agent · 8 skill entries · 61 · pushed 2026-09-14

What it does when it runs

Build a reconciled paid-media report or executive summary from deterministic analysis results and render it as a shareable artifact.

Automated analysis of the skill and the 0 files bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.

Keys and connectors you must supply: None found.
Hosts it reaches: No third-party host appears in the skill or its bundled files.
Tool permissions it declares: No allowed-tools in the frontmatter. It only issues instructions, so there is nothing to bound.
Actions present in the files: None. Instructions only.

Our read

Computed from the artifact. Nothing here has been run, so none of it is a claim about how well the skill works — only about what it is and what it needs.

Maintenanceactive

Pushed within the last 30 days, with commits in the last 90.

CouplingSelf-contained

Nothing outside the agent is required.

Blast radiusInstructions only

No shell, no file writes, no network calls in the skill or its bundled files.

What it does to your systemsAdvice only

No steps that read external data, write records, send messages or spend credits were found in this skill's instructions.

Sends messages: No step found in the source
Writes records: No step found in the source
Spends credits: No step found in the source
Needs credentials: No key or connector found by pattern match

Read from source, not tested by running. Machine-read from SKILL.md at commit 0cc8109 with jev-1.13.0; labels that write, send or spend were also checked against the cited line by a second reviewer. How this is read

Substancebrief

Under 600 words, no bundled reference files.

LicenceAPACHE-2.0

Permits redistribution with attribution, per the repository.

Ask about paid-media-report

Opens your assistant with this page's verified links already in the prompt.

Is this safe to install?Claude ChatGPT

Adapt it to my stackClaude ChatGPT

What else do I need for it to workClaude ChatGPT

Rather ask a human? Talk to Cheetah

Install it

View source on GitHub ↗

git clone --depth 1 --filter=blob:none --sparse https://github.com/langchain-ai/paid-media-agent.git /tmp/paid-media-agent
git -C /tmp/paid-media-agent sparse-checkout set "workspace/skills/paid-media-report"
mkdir -p ~/.claude/skills/paid-media-report
cp -R "/tmp/paid-media-agent/workspace/skills/paid-media-report/." ~/.claude/skills/paid-media-report/

Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗

The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.

The skill

Source on GitHub ↗

Reproduced in full from langchain-ai/paid-media-agent/blob/0cc8109a1984377a573ed8d202b3b054db4d7b90/workspace/skills/paid-media-report/SKILL.md, which is licensed APACHE-2.0 (repository). 202 words, 1 heading.

Paid-media report

Use this skill when the user requests a report, recurring summary, PDF, or portfolio review.

Read /skills/paid-media-wiki/reporting.md and /skills/report-design/SKILL.md.
Confirm scope, source coverage, window, comparison, timezone, and currency.
Generate or reuse a compare_periods analysis artifact id.
Call render_report with the analysis artifact id, a title, a short executive summary (change, business meaning, action, material caveat), and structured recommendations with evidence, expected effect, confidence, measurement, and reversal. Copy no raw rows into prose.
Code renders metric strips, account comparison charts, tables, number formats, missing states, and provenance. Spend charts separate currencies; conversion charts retain platform attribution. Do not replace its reconciled tables with model-authored HTML. Custom HTML briefs use the report-design skill and do not replace the reconciled report.
The tool reconciles every rendered value against the analysis before writing files and returns a report summary plus file paths under workspace/out/. PDF is produced when WeasyPrint's native libraries are installed; otherwise the HTML file is the artifact and the result says so.
Deliver the artifact and the compact accessible summary. Name unavailable platforms and suppressed totals.

Never project, annualize, or convert currency unless the user requested it and deterministic code performed the calculation.

Other skills for the same job

Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.

paid-media-ops by shalintripathi · 14
paid-media-audit by sidchaudhary · 1
sales-report by zubair-trabzada · 1,373
sales-report-pdf by zubair-trabzada · 1,373
ai-citations-report by OpenClaudia · 697
competitor-traffic-report by OpenClaudia · 697
google-ads-report by OpenClaudia · 697
mcp-media-inbox-triage by zapier · 339

Need help setting it up?

This page tells you what paid-media-report does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.

Book a call →

The directory stays free. There is nothing gated behind this.