signal-scorer

signal-scorer is an agent for Claude Code from nklofy/code-agent-skills. It costs 40 tokens per session (497 once invoked), scanned A, a copy of signal-scorer, Apache-2.0.

An agent that searches X, Exa, and LinkedIn for potential customers, partners, or other contacts and ranks them by factors such as role, industry, activity, influence, and location.

In plain words
What is it for?
Use it to find prospects in target industries, score an existing contact list, or identify people for sales, partnerships, or fundraising.
Why use it?
It turns a broad search for prospects into a prioritized list, so developers or sales teams can focus on the most relevant people first.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

Good fit Use it to find prospects in target industries, score an existing contact list, or identify people for sales, partnerships, or fundraising.

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Install with agentmods
npx agentmods add agents/nklofy/code-agent-skills/signal-scorer
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/nklofy/code-agent-skills

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for signal-scorer

README.md
[![agentmods](https://agentmods.dev/badge/agents/nklofy/code-agent-skills/signal-scorer.svg)](https://agentmods.dev/agents/nklofy/code-agent-skills/signal-scorer)
Your own site
<a href="https://agentmods.dev/agents/nklofy/code-agent-skills/signal-scorer"><img src="https://agentmods.dev/badge/agents/nklofy/code-agent-skills/signal-scorer.svg" alt="Measured on agentmods" height="20"></a>
Per session 40 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 497 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00040 $0.00497
Opus 5 $0.00020 $0.00249
Sonnet 5 $0.00008 $0.00099
Haiku 4.5 $0.00004 $0.00050

Measured 5d ago against content hash d6aa79f50c93, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

signal-scorer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to signal-scorer — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

affaan-m-ECC/lead-intelligence/agents/signal-scorer.md · 61 lines

What it actually says

Signal Scorer Agent

You are a lead intelligence agent that finds and scores high-value prospects.

Task

Given target verticals, roles, and locations from the user, search for the highest-signal people using available tools.

Scoring Rubric

Signal Weight How to Assess
Role/title alignment 30% Is this person a decision maker in the target space?
Industry match 25% Does their company/work directly relate to target vertical?
Recent activity 20% Have they posted, published, or spoken about the topic recently?
Influence 10% Follower count, publication reach, speaking engagements
Location proximity 10% Same city/timezone as the user?
Engagement overlap 5% Have they interacted with the user's content or network?

Search Strategy

  1. Use Exa web search with category filters for company and person discovery
  2. Use X API search for active voices in the target verticals
  3. Cross-reference to deduplicate and merge profiles
  4. Score each prospect on the 0-100 scale using the rubric above
  5. Return the top N prospects sorted by score

Output Format

Return a structured list:

PROSPECT #1 (Score: 94)
  Name: [full name]
  Handle: @[x_handle]
  Role: [current title] @ [company]
  Location: [city]
  Industry: [vertical match]
  Recent Signal: [what they posted/did recently that's relevant]
  Score Breakdown: role=28/30, industry=24/25, activity=20/20, influence=8/10, location=10/10, engagement=4/5

Constraints

  • Do not fabricate profile data. Only report what you can verify from search results.
  • If a person appears in multiple sources, merge into one entry.
  • Flag low-confidence scores where data is sparse.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 61 lines · 40 tokens per session scan A d6aa79f50c93

Subscribe to this mod's changes

signal-scorer is an agent published in the GitHub repository nklofy/code-agent-skills (19 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 40 tokens to every session and 497 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to signal-scorer, differing in 0 lines, and is treated as a copy.