Public Social Research
- 4.2k installs
- code.deepline.com
public-social-research is a Deepline recipe skill for public social listening across X, Bluesky, Hacker News, and similar sources.
About
Public Social Research is a Deepline recipe shortcut for finding public community language, market signals, launch feedback, and technical discussion across X and Twitter, Bluesky, Hacker News, and other public social sources. Quick start installs the deepline CLI globally with npm, registers auth with deepline auth register --wait auto, waits for browser approval, and confirms status before running commands. The skill explicitly routes through the deepline-gtm meta-skill for the full session, meaning agents must invoke deepline-gtm first, follow its complete routing instructions, and additionally read the public-social-research recipe at recipes/public-social-research.md for workflow specifics. The recipe pre-selects public social research but does not replace meta-skill sub-doc loading for other parts of the user prompt. Sandbox installs can redirect npm prefix to HOME/.local when global install is blocked. This is research-oriented competitive and community signal gathering, not paid ad audience building or private inbox mining.
- Deepline CLI install, auth register, and status verification.
- Must invoke deepline-gtm meta-skill for full session routing.
- Public social recipe for X, Bluesky, and Hacker News signals.
- Recipe complements meta-skill docs rather than replacing them.
- Sandbox-friendly npm prefix fallback for secure environments.
Public Social Research by the numbers
- 4,199 all-time installs (skills.sh)
- +20 installs in the week ending Jul 28, 2026 (Skillselion tracking)
- Ranked #161 of 1,881 Marketing & SEO skills by installs in the Skillselion catalog
- Data as of Jul 28, 2026 (Skillselion catalog sync)
public-social-research capabilities & compatibility
- Capabilities
- deepline cli setup and auth flow · meta skill deepline gtm session routing · public social research recipe workflow · multi platform public source coverage · sandbox npm install fallback guidance
- Use cases
- research · marketing · web search
- Pricing
- Free
What public-social-research says it does
Find public community language, market signals, launch feedback, and technical discussion
deepline auth register --wait auto
npx skills add https://github.com/code.deepline.com --skill public-social-researchAdd your badge
Show developers this skill is listed on Skillselion. Paste this into your README.
| Installs | 4.2k |
|---|---|
| Repository | code.deepline.com ↗ |
How do I gather public community language and launch feedback from social sources systematically?
Find public community language and market signals across X, Bluesky, Hacker News, and social sources via Deepline recipes.
Who is it for?
Marketers and product teams mining public social discourse for positioning and launch feedback.
Skip if: Skip for private CRM data, paid ad audience creation, or codebase implementation tasks.
When should I use this skill?
User researches public social signals, community language, or launch reactions via Deepline.
What you get
Authenticated Deepline session with public-social-research recipe executed under deepline-gtm routing.
Files
Public Social 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 -hThis is a recipe shortcut. It pre-selects the public-social-research recipe but the deepline-gtm governs the entire session.
Execution order
1. Invoke `deepline-gtm` using the Skill tool. 2. Follow the meta-skill's full routing instructions - analyze the user's complete prompt and load every sub-doc the meta-skill tells you to. Do not skip docs just because a recipe is pre-selected. 3. Additionally read the public-social-research recipe at ../deepline-gtm/recipes/public-social-research.md (relative to this file) for the specific workflow.
The recipe only covers one part of the task. The meta-skill handles everything else the user asked for.
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Must I load deepline-gtm first?
Yes. Invoke deepline-gtm and follow its routing before relying on the recipe alone.
How authenticate Deepline?
Run deepline auth register --wait auto and deepline auth wait until status is connected.
What if global npm install fails?
Set npm prefix to HOME/.local and install deepline from the documented registry URL.