niche-signal-discovery
Agent skill from code.deepline.com.
What it does
- Python 3 stdlib only — no pip dependencies for any shipped script.
- Won and lost customer domain lists (≥20 won + ≥10 lost for statistical significance)
- Lookalikes can supplement Won if Closed Won < 15. Add a Dataset Caveat to the report.
- Target company context from Step 0 — what they sell, who they sell to, key personas.
- Competitors — "{product category} software alternatives competitors" → 3-5 names
- Tech stack — "{buyer persona} software stack" → 10-15 tools by category
- Job roles — "{buyer persona} job titles" → 10-15 title variations
Requirements & configuration
- Tech stack tools need context — do they create or solve the target's problem?
- 4. Trusting n=1 signals → require 3+ companies for Tier 1 scoring; flag single-company signals with a verification note.
Configuration: HOMEPATHINPUT_ROWSOUTPUT_ROWS
Derived from the skill's own SKILL.md documentation · extracted 2026-07-23
Source
Repository: https://github.com/code.deepline.com
niche-signal-discovery FAQ
What does the niche-signal-discovery skill do?
Discover niche first-party signals that differentiate Closed Won vs Closed Lost accounts for ICP analysis. Use when the user provides won/lost customer domain lists and wants differential signals (website content, job listings, tech stack, maturity markers) to build account scoring models and prospecting criteria. Triggers: ICP analysis, niche signals, won vs lost analysis, differential signals, signal discovery, ICP signal report, account scoring signals, lead scoring, first-party signals, buyer signals. Before reading this file, first read deepline-gtm to understand the Deepline CLI tool and how to use it. Then read this file for guidance on the task. Python 3 stdlib only — no pip dependencies for any shipped script. Won and lost customer domain lists (≥20 won + ≥10 lost for statistical significance)
What does niche-signal-discovery require?
Tech stack tools need context — do they create or solve the target's problem? 4. Trusting n=1 signals → require 3+ companies for Tier 1 scoring; flag single-company signals with a verification note. Configuration keys: HOME, PATH, INPUT_ROWS, OUTPUT_ROWS.
How do I install niche-signal-discovery?
Run: npx -y skills add https://github.com/code.deepline.com --skill niche-signal-discovery --agent claude-code — the source lives at github.com/code.deepline.com.
Maintain niche-signal-discovery?
Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.
[](https://getagentictools.com/skills/code-deepline-com-niche-signal-discovery?ref=badge) npx agentictools info skills/code-deepline-com-niche-signal-discovery The second line is the CLI lookup for this page — handy in READMEs and docs.
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