How does this skill prevent my posts from being flagged as spam by moderators?

This skill uses a strict 70/20/10 value-to-product ratio and narrative-driven drafting to ensure your posts sound like a helpful community member rather than an automated advertisement, effectively bypassing spam filters and avoiding moderator bans.

What specific outputs do I receive when I use this skill?

The skill includes a rule-verification engine, a custom narrative draft (150-400 words), a standalone utility resource, and an objection-handling strategy for managing critical comments.

Can I use this to blast the same post across multiple subreddits or Discord servers at once?

No, the skill is designed to draft for one community at a time to prevent 'cross-posting' penalties, ensuring each piece of content is custom-tailored to the specific culture and rules of that subreddit or group.

Which AI agents or platforms is this community post skill compatible with?

This skill is compatible with any AI agent platform that supports text-based inputs and allows for multi-step drafting workflows.

Do I need to provide anything besides my product details for the skill to work?

You must provide the name of the target community and a manual copy-paste of their current self-promotion rules, as the skill does not scrape live websites to ensure it acts on the most accurate, user-provided guidelines.

Will I get access to updates if the drafting frameworks or community guidelines change?

Yes, you will receive lifetime access to all future updates, including new drafting frameworks and adjustments to the rule-verification logic as community standards evolve.

Community Post: Rule-Checked Launch Posts

I have reviewed the r/selfhosted rules. Since you are a lurker and it is not currently Saturday, I have prepared a draft for the upcoming 'Self-Promotion Saturday' thread. I have also included a participation plan to build your reputation before posting.

Community Post Draft

Rule Check Summary: Allowed only on Saturdays. Since you are a lurker, I recommend commenting on 3-5 existing threads this week before posting your own.

Title: How I got SQLite to read 2GB files in a browser tab without crashing

Body:
I’ve spent the last three months building a local-first SQLite explorer. The biggest hurdle wasn't the UI, but the memory limit in the browser. Most tools chug once you hit 500MB, but I managed to get it stable at 2GB by using a chunked file streaming approach with Web Workers.

Here is the logic I used for the chunked loading (no product needed to implement this):

Use the File API to slice the blob into 64KB pages.
Maintain a LRU cache of recently accessed pages in a SharedArrayBuffer.
Only hydrate the rows currently visible in the virtualized viewport.

I built this because I got tired of downloading remote DBs just to run a quick count query. The tool is fully open source (MIT).

I would love your feedback on the memory management. Does this approach hold up for your larger datasets, or should I be looking at OPFS instead?

Link: https://github.com/example/sqlite-view

Reply Plan:

Comment: "Why not just use [Existing Tool]?"
Response: "[Existing Tool] is great for small sets, but I struggled with it on files over 1GB. I built this specifically to handle larger local files without the browser hanging."
Comment: "Is this just a wrapper for sql.js?"
Response: "It uses sql.js for the engine, but the custom layer is the chunked file reader that avoids loading the whole DB into WASM memory at once."
Comment: "Works poorly on mobile Safari."
Response: "Good catch. Safari's memory limits are tighter. I'll look into reducing the chunk size for mobile browsers."

Next steps

Save this draft for Saturday.
Comment on three 'Help' or 'Showcase' posts in r/selfhosted this week.
Ensure your README clearly states the MIT license as per community rules.

About this skill

Communities reward useful posts and punish ads. Write a post that is worth reading even for someone who never clicks the link.

When to use it: Use it when you want to share your product in a community or ask "where should I post this".

What you get:

Rule-check summary (allowed / allowed in thread X / not yet).
Title + body.
Reply plan: the 3 most likely critical comments and a short, non-defensive answer to each.

Works with Claude Code, Claude Cowork, Claude.ai Projects, Cursor, Codex CLI and any agent that reads SKILL.md. Markdown only: no scripts, no network access, no API keys.

Install: unzip into ~/.claude/skills/ and restart Claude Code, then describe your situation and the skill loads by itself.

Part of the Indie Launch Skills set by KritikosgnsStudio.

Frequently Asked Questions

Community Post: Rule-Checked Launch Posts