community-harvest

community-harvest is a command for Claude Code from SaigonXIII/evc. It costs 0 tokens per session (1,296 once invoked), scanned A, original, MIT.

A tool that examines conversations in community spaces such as Discord, Slack, and Telegram. It looks for repeated questions, user problems, and requests for new features.

In plain words
What is it for?
Use it to create content briefs, find frequently asked questions, and identify gaps in product documentation over a chosen time period or channel.
Why use it?
It turns scattered community messages into clear themes, so useful feedback is less likely to be missed.

Command for Claude Code

Written for Claude Code: a Claude Code command (commands/*.md).

Good fit Use it to create content briefs, find frequently asked questions, and identify gaps in product documentation over a chosen time period or channel.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/saigonxiii/evc/community-harvest
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/SaigonXIII/evc

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 community-harvest

README.md
[![agentmods](https://agentmods.dev/badge/commands/saigonxiii/evc/community-harvest.svg)](https://agentmods.dev/commands/saigonxiii/evc/community-harvest)
Your own site
<a href="https://agentmods.dev/commands/saigonxiii/evc/community-harvest"><img src="https://agentmods.dev/badge/commands/saigonxiii/evc/community-harvest.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,296 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 $0.00000 $0.01296
Opus 5 $0.00000 $0.00648
Sonnet 5 $0.00000 $0.00259
Haiku 4.5 $0.00000 $0.00130

Measured 8d ago against content hash 7ebf5e4a2711, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

community-harvest 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 8d 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 -s -H "Authorization: Bot $(cat {{SECRETS_DIR}}/discord-token)" \
_templates/commands/community-harvest.md · 176 lines

How it starts

The opening of the file, as written. The whole thing — 176 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Community Harvest

Mine community channels (Discord, Slack, Telegram) for recurring questions, pain points, and feature requests. Produces actionable content briefs and documentation gap reports.

Trigger

User invokes /community-harvest or says "harvest community", "what's the community asking", "community insights", "FAQ harvest"

Arguments

  • Optional: --channel <name> — limit to a specific channel
  • Optional: --days <N> — lookback period (default: 14)
  • Optional: --platform <discord|slack|telegram> — limit to one platform

Steps

1. Gather message history

Scan configured community platforms for the lookback period:

Slack (if Slack MCP available):

  • Use slack_get_channel_history for each configured community channel
  • Include thread replies via slack_get_thread_replies for high-engagement threads (5+ replies)

Discord (if Discord API configured):

# Read from configured Discord channels
# Requires: {{SECRETS_DIR}}/discord-token (bot token)
curl -s -H "Authorization: Bot $(cat {{SECRETS_DIR}}/discord-token)" \
  "https://discord.com/api/v10/channels/{{DISCORD_CHANNEL_ID}}/messages?limit=100"

Telegram (if Telegram API configured):

# Read from configured Telegram groups
# Requires: {{SECRETS_DIR}}/telegram-token (bot token)

Manual fallback: If no API access, ask the user to paste or upload a message export file.

2. Filter noise

Remove from analysis:

  • Bot messages, automated notifications, welcome messages
  • Messages under 10 characters (reactions, "ok", "thanks")
  • Duplicate content (cross-posts, reposts)
  • Off-topic conversation (greetings, general chat unrelated to product)

3. Extract and classify signals

For each substantive message, classify into:

Category Signal Example
Question Direct question about product/service "How do I set up X?"
Pain Point Frustration, confusion, negative experience "I keep getting errors when..."
Feature Request Suggestion for new capability "It would be great if..."
Bug Report Something broken or unexpected "X doesn't work when Y"
Praise Positive feedback, success story "Just shipped using X, works great"
Comparison Mentions competitor or alternative "How does this compare to Z?"

Read the full file on GitHub · 176 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. 8d ago First seen · 176 lines · 0 tokens per session scan A 7ebf5e4a2711

Subscribe to this mod's changes

community-harvest is a command published in the GitHub repository SaigonXIII/evc (56 stars, last pushed 3mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,296 tokens. 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.