Agent skill

deepline-quickstart

Run a quick Deepline demo with a maintained Play.

activeReaches the webActs undeclared224 words

From getaero-io/gtm-eng-skills · 23 skill entries · 66 · pushed 2026-10-12

What it does when it runs

Run a quick Deepline demo with a maintained Play.

Automated analysis of the skill and the 1 file 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: www.linkedin.com
Tool permissions it declares: No allowed-tools in the frontmatter. It does act, so it runs under whatever permissions your session already grants.
Actions present in the files: shellwrites files

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.

CouplingReaches the web

Reaches a third-party host at runtime, but needs no key of its own.

Blast radiusActs undeclared

It acts, and declares no `allowed-tools`, so it inherits whatever your session already permits.

What it does to your systemsUnreviewed

The source changed after it was read, so the earlier reading is not shown.

Sends messages: Unreviewed
Writes records: Unreviewed
Spends credits: Unreviewed
Needs credentials: No key or connector found by pattern match

Read from source, not tested by running. Machine-read from SKILL.md at commit ce24f7d 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.

LicenceMIT

Permits redistribution with attribution, per the repository.

Ask about deepline-quickstart

Opens your assistant with this page's recorded context. Check the linked sources before relying on it.

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/getaero-io/gtm-eng-skills.git /tmp/gtm-eng-skills
git -C /tmp/gtm-eng-skills sparse-checkout set "skills/deepline-quickstart"
mkdir -p ~/.claude/skills/deepline-quickstart
cp -R "/tmp/gtm-eng-skills/skills/deepline-quickstart/." ~/.claude/skills/deepline-quickstart/

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 ↗

Or take the whole library

This repo ships a .claude-plugin manifest, so Claude Code can install all 23 skills at once. Plugin skills are invoked as /<plugin>:<skill>, so they never collide with your own.

/plugin marketplace add getaero-io/gtm-eng-skills
/plugin

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 getaero-io/gtm-eng-skills/blob/82169c50ba8b15193c6249f4c7e862becd02e8df/skills/deepline-quickstart/SKILL.md, which is licensed MIT (repository). 224 words, 4 headings.

Deepline Quickstart

Quick Start

npm install -g deepline
deepline auth register --wait auto
deepline -h

Use the current Plays workflow for quick demos. Do not use the retired CSV enrichment command or its flags.

Single record

Ask which field the user wants to enrich and what identifiers they have.

Search for a maintained Play and inspect its input and output contract:

deepline search email --type prebuilts
deepline plays describe prebuilt/<play-from-search> --json

Confirm the user wants to spend credits, then pilot one real record:

deepline plays run prebuilt/<play-from-search> \
  --input '{"linkedin_url":"https://www.linkedin.com/in/example/"}'

Report the run result and the exact next step. Do not claim an output file exists unless one was written.

CSV

Inspect the file and choose a batch Play whose input schema matches its columns. Run a representative pilot before the full file:

deepline search email --type prebuilts
deepline plays describe prebuilt/<batch-play-from-search> --json
deepline plays check prebuilt/<batch-play-from-search>
WORKDIR="deepline/data/quickstart-pilot" && mkdir -p "$WORKDIR"
head -n 4 leads.csv > "$WORKDIR/leads-pilot.csv"
deepline plays run prebuilt/<batch-play-from-search> --csv "$WORKDIR/leads-pilot.csv"
deepline runs export <run-id> --out "$WORKDIR/leads-pilot-enriched.csv"

Wait for a terminal run result before exporting. Review row alignment and results before asking whether to process the rest of the file. Never substitute a scalar Play for a batch Play unless its contract explicitly accepts rows.

Files bundled with it

These load only when the skill asks for them, so they cost nothing until it runs.

skill-metadata.json

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.

cargo-quickstart by getcargohq · 19
oxygen-quickstart by timscheuerai · 13
attio-deepline-enrich by NachoLafuente · 3

Need help setting it up?

This page tells you what deepline-quickstart 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.