agentmods.dev

reddit

reddit is a skill for Claude Code from sky-flux/skills. It costs 226 tokens per session (4,247 once invoked), scanned A, original, MIT.

A research tool for scanning Reddit communities for repeated complaints, unmet needs, and requests for products or tools. Reddit is a network of topic-based discussion communities.

In plain words
What is it for?
Use it to scan selected communities, keywords, languages, industries, and markets, then produce reports assessing possible small products or MVPs.
Why use it?
It helps developers find real problems people are already discussing instead of guessing what to build. It focuses on product opportunities, not individual sales leads.

Skill for Claude Code

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

Part of the sky-flux plugin — 5 skills shipped together

not rated 10repo 2mo ago A scan 226 tokens original MIT

Good fit Use it to scan selected communities, keywords, languages, industries, and markets, then produce reports assessing possible small products or MVPs.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/sky-flux/skills/reddit
View source ↗ sky-flux/skills
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 sky-flux/skills --skill reddit
Clone the repo
git clone --depth 1 https://github.com/sky-flux/skills

Made for: Claude Code.

Or install sky-flux, 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

README.md
[![agentmods](https://agentmods.dev/badge/skills/sky-flux/skills/reddit/github.svg)](https://agentmods.dev/skills/sky-flux/skills/reddit)
Your own site
<a href="https://agentmods.dev/skills/sky-flux/skills/reddit"><img src="https://agentmods.dev/badge/skills/sky-flux/skills/reddit/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

Your own site · 80×15
<a href="https://agentmods.dev/skills/sky-flux/skills/reddit"><img src="https://agentmods.dev/badge/skills/sky-flux/skills/reddit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 226 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,247 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.
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 $0.00226 $0.04247
Opus 5 $0.00113 $0.02124
Sonnet 5 $0.00045 $0.00849
Haiku 4.5 $0.00023 $0.00425

Measured 10d ago against content hash 15656cda79b3, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

reddit 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 10d ago.

The scan reads SKILL.md. This mod also ships 23 executable files (scripts/algo_analysis.sh, scripts/algo_engine.sh, scripts/algo_scheduling.sh, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/web search cannot access reliably.
skills/reddit/SKILL.md · 387 lines

How it starts

The opening of the file, as written. The whole thing — 387 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Reddit Opportunity Hunter

Mission

Product Opportunity Hunting, NOT Lead Hunting.

  • Input: Reddit discussions from high-purchasing-power markets
  • Output: Actionable product opportunity reports with build assessments
  • Goal: Surface 1-2 week MVP opportunities in USD/EUR/GBP markets
  • You are scanning for patterns of unmet need, not individual sales leads
  • Every recommendation must pass the Solo Dev Fit test before being highlighted
  • Reference data lives in references/ — subreddits, keywords, seasonal patterns

Quick Start / First Run

  1. Install dependencies: brew install curl jq
  2. Run health check: reddit.sh diagnose — verifies curl, jq, network connectivity
  3. The script auto-creates .reddit/ with reports/, opportunities/, archive/
  4. Verify .gitignore includes .reddit/ — the script warns if missing
  5. Review references/subreddits.json — confirm subreddits match the user's domain
  6. Review references/intent_keywords.json — adjust if the user targets a specific niche
  7. Configure preferences: reddit.sh config show — set language, industries, currency
  8. First scan: 
    reddit.sh fetch --campaign global_english --sort new --pages 1
  9. Inspect the enriched JSON output, then proceed to Phase 2 (Analysis)

Configuration

On first run, .reddit/config.json is auto-created with defaults. Check and customize it:

reddit.sh config show          # view current config
reddit.sh config set <key> <value>   # change a setting
reddit.sh config reset         # restore defaults
Setting Description Default Example
output_language Language for reports and analysis en zh, ja, de
focus_industries Only surface opportunities in these industries [] (all) ["SaaS","DevTools"]
excluded_subreddits Skip these subreddits during scan [] ["Entrepreneur"]
score_threshold Minimum score to include in reports 7 8
max_build_complexity Filter out opportunities above this level Heavy Medium
currency_display Currency for revenue estimates USD CNY, EUR
sub_quality_threshold Minimum quality score for auto-adding discovered subs 7.0 6.0

Read the full file on GitHub · 387 lines

Files

What ships with it

35 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 10d ago First seen · 387 lines · 226 tokens per session scan A 15656cda79b3

Subscribe to this mod's changes

reddit is a skill published in the GitHub repository sky-flux/skills (10 stars, last pushed 2mo ago), licensed MIT. It adds 226 tokens to every session and 4,247 once invoked, about $0.0011 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 2026-08-31.

Marketing and SEOResearch
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