Agent skill

deepline-pre-research

Deprecated alias.

activeReaches the webActs undeclared178 words

From getaero-io/gtm-eng-skills · 21 skill entries · 60 · pushed 2026-09-21

What it does when it runs

Deprecated alias. This skill was renamed to `deepline-research`. Use when a user or script still invokes `/deepline-pre-research`: immediately load and follow the `deepline-research` skill instead. Triggers: pre-research, source discovery, provider strategy, research data sources, ScrapeCreators, X/Twitter data, Reddit comments, public and private datasets, CRM data, workflow data, custom language, messaging language, pain language.

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: code.deepline.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: shell

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 systemsReads outside data

Has the agent query external services or accounts, without changing records or contacting anyone.

- **Run live web search. Do not answer public-source discovery from model memory.** Every run MUST execute real searches (`serper`/`exa`, or the equivalent web-search tool) during the public-source …

skills/deepline-research/SKILL.md, line 38 at ce24f7d ↗

Sends messages: No step found in the source
Writes records: No step found in the source
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-pre-research

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

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 21 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/ce24f7d2f73830ad3690ff2e6c57c375d818e6fc/skills/deepline-pre-research/SKILL.md, which is licensed MIT (repository). 178 words, 4 headings.

deepline-pre-research (renamed to deepline-research)

Quick Start

npm install -g deepline
# Fallback for secure sandboxes: mkdir -p "$HOME/.local" && npm config set prefix "$HOME/.local" && export PATH="$HOME/.local/bin:$PATH" && npm install -g deepline --registry https://code.deepline.com/api/v2/npm/
deepline auth register --wait auto
deepline auth wait --timeout 120 # completes Cowork/browser approval; no-op if already connected
deepline auth status
deepline -h

This skill was renamed. deepline-pre-research is a temporary alias kept so existing prompts, scripts, and saved commands keep working. It will be removed.

What to do

Load the deepline-research skill and follow it for this request. Do not answer from this file; it contains no instructions of its own.

If the skill loader supports names, invoke deepline-research. Otherwise read the entrypoint directly, trying these roots in order and using the first that exists:

for candidate in \
  "$PWD/.skills/deepline-research" \
  "$HOME/.claude/skills/deepline-research" \
  "$HOME/.agents/skills/deepline-research"; do
  [ -d "$candidate" ] && { echo "$candidate/SKILL.md"; break; }
done

Then tell the user once, in a single line, that /deepline-pre-research is now /deepline-research, and continue with the actual request.

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.

customer-research by coreyhaines31 · 51,063
sales-research by zubair-trabzada · 1,373
geo-content-research by onvoyage-ai · 1,308
reddit-opportunity-research by onvoyage-ai · 1,308
research-brand by onvoyage-ai · 1,308
research-keywords by onvoyage-ai · 1,308
auto-research-public by growthenginenowoslawski · 718
domain-research by OpenClaudia · 697

Need help setting it up?

This page tells you what deepline-pre-research 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.