reddit-leads

reddit-leads is a skill for Claude Code from lignertys/reddit-research-skills. It costs 71 tokens per session (3,782 once invoked), scanned A, original, MIT.

A Reddit research tool that finds posts showing possible business buying interest, then scores and groups them by intent.

In plain words
What is it for?
Use it to find sales prospects, competitor complaints, requests for solutions, and product pain points.
Why use it?
It reduces the time spent scanning unrelated Reddit discussions and helps separate likely prospects from general conversation.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the reddit-research plugin — 5 skills shipped together

Good fit Use it to find sales prospects, competitor complaints, requests for solutions, and product pain points.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/lignertys/reddit-research-skills/reddit-leads
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.

Any agent
npx skills add lignertys/reddit-research-skills --skill reddit-leads
Clone the repo
git clone --depth 1 https://github.com/lignertys/reddit-research-skills

Made for: Claude Code.

Or install reddit-research, the plugin that ships this one along with the rest of its 5 skills.

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 reddit-leads

README.md
[![agentmods](https://agentmods.dev/badge/skills/lignertys/reddit-research-skills/reddit-leads/github.svg)](https://agentmods.dev/skills/lignertys/reddit-research-skills/reddit-leads)
Your own site
<a href="https://agentmods.dev/skills/lignertys/reddit-research-skills/reddit-leads"><img src="https://agentmods.dev/badge/skills/lignertys/reddit-research-skills/reddit-leads/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for reddit-leads

Your own site · 80×15
<a href="https://agentmods.dev/skills/lignertys/reddit-research-skills/reddit-leads"><img src="https://agentmods.dev/badge/skills/lignertys/reddit-research-skills/reddit-leads.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 71 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,782 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 7 Aug 2026
  • Snyk warn 7 Aug 2026
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 6 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Supply Chain · line 131
    Remote code is downloaded and executed. This bypasses code review and could introduce malicious code.
    Fix: Avoid downloading and executing remote scripts. Use trusted packages from PyPI/npm. If remote fetch is required, verify checksums and use HTTPS.
  • medium Excessive Agency · line 55
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
  • medium Excessive Agency · line 60
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
  • medium Data Exfiltration · line 115
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 131
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 290
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
How audits are shown
Origin original No closer match found 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 $0.00071 $0.03782
Opus 5 $0.00036 $0.01891
Sonnet 5 $0.00014 $0.00756
Haiku 4.5 $0.00007 $0.00378

Measured 12d ago against content hash 04045e769e04, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

reddit-leads scanned grade A with 1 finding 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 12d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -X POST "https://reddapi.dev/api/v1/leads" \
skills/reddit-leads/SKILL.md · 391 lines

How it starts

The opening of the file, as written. The whole thing — 391 lines — stays where its author put it; the contents beside it link to each section on GitHub.

reddit-leads Skill

Overview

AI-powered B2B lead discovery from Reddit. Finds users actively expressing buying intent, scores them 0-100, and classifies by lead type - so you can focus on the warmest prospects first.

Powered by reddapi.dev - The Lead Engine indexes 50K+ subreddits with 20M+ posts and 40M+ comments, using 1024D vector search to match on meaning, not just keywords.

Key Advantage:

  • AI lead scoring - Every post scored 0-100 on buying intent signal strength
  • 5 lead type categories - pain_point, solution_request, complaint, feature_request, comparison
  • Industry inference - AI auto-detects industry/context from discussion content
  • Zero noise - Filters out support tickets, memes, and irrelevant mentions
  • Competitor intelligence - Find users actively complaining about or switching from competitors

Setup

Plan requirement

API access requires a paid plan (Lite $19.9/mo, Starter $49/mo, Pro $99/mo, Team $249/mo). Free gives 3 web-app searches and no API access. Accounts and keys are managed by the user at https://reddapi.dev/account.

Credentials

REDDAPI_API_KEY lives in the environment of the shell that runs the request. Its value is never needed in this conversation.

The operator sets both variables once, in their own shell, before the agent runs anything. The agent never reads, writes, or transports the key's value:

export REDDAPI_API_KEY=...                                  # from https://reddapi.dev/account
export REDDAPI_AUTH="Authorization: Bearer $REDDAPI_API_KEY"

Every request below sends -H "$REDDAPI_AUTH". No command in this skill names the key's value, and no example needs it substituted in.

  • Reference the key only as $REDDAPI_API_KEY. Never substitute the literal value into a command, a file, a code block, or a reply.
  • Never ask the user to paste, type, or send the key in chat. If they send it anyway, don't repeat it back, don't store it in a file, and suggest they rotate it at https://reddapi.dev/account.
  • Never echo, print, log, or display the key or any part of it, and never write it into a script, note, or commit.
  • If $REDDAPI_AUTH is not set, stop and say so. Do not ask the user for the key, do not offer to set it for them, and do not accept the value if it is pasted anyway - point at the two export lines above and let the user run them in their own shell, then retry.
  • On a failed request, report the HTTP status and response body only - never the request headers.

Read the full file on GitHub · 391 lines

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. 12d ago First seen · 391 lines · 71 tokens per session scan A 04045e769e04

Subscribe to this mod's changes

reddit-leads is a skill published in the GitHub repository lignertys/reddit-research-skills (433 stars, last pushed 1mo ago), licensed MIT. It adds 71 tokens to every session and 3,782 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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