Skip to content

Instantly share code, notes, and snippets.

View limcheekin's full-sized avatar

Lim Chee Kin limcheekin

View GitHub Profile
@limcheekin
limcheekin / reverse-prompt.md
Created July 7, 2026 06:25
Reverse Prompting

[Please specify your requirements/objectives]

What would be the best prompt I can use to set this up with you?

@limcheekin
limcheekin / token-efficiency-prompt.md
Created July 6, 2026 06:11
Token Efficiency Prompt for Powerful Models such as Fable/Opus

For all coding tasks use your judgement to decide an appropriate lower power model and run that in a subagent

@limcheekin
limcheekin / code-audit-prompt.md
Last active July 6, 2026 02:22
Code Audit with Fable 5

You're preparing this codebase for a production release.

Context:

  • Stack (find out yourself from the codebase)
  • Run all tests
  • Constraints: public API must not change; no framework swaps or big rewrites

Step 1 — audit only, change nothing yet. Read the entire codebase and produce a findings report grouped by severity (critical / high / medium / low), covering:

@limcheekin
limcheekin / brainstorming.md
Created June 12, 2026 01:01
The "95% Confident" Prompting Trick

The "95% Confident" Trick: Start your prompt by telling Fable, "Ask me clarifying questions until you are 95% confident you can complete this task exceptionally well before writing any code."

AGENTS.md

Behavioral guidelines. Reduce LLM coding mistakes. Merge with project instructions as needed.

Tradeoff: Bias toward caution over speed. Trivial tasks: use judgment.

1. Think Before Coding

Don't assume. Don't hide confusion. Surface tradeoffs.

@limcheekin
limcheekin / env.txt
Created May 18, 2026 01:18
Claude Code Anthropic Environment Variables for Local LLMs
ANTHROPIC_BASE_URL=http://172.22.85.2:8880
ANTHROPIC_API_KEY=sk-1
ANTHROPIC_MODEL=qwopus3.6-35b-a3b-v1
@limcheekin
limcheekin / index.html
Created May 5, 2026 02:05
Repository GenericAgent Wiki — generated by GitNexus
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>GenericAgent — Wiki</title>
<script src="https://cdn.jsdelivr.net/npm/marked@11.0.0/marked.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/mermaid@11/dist/mermaid.min.js"></script>
<style>
@limcheekin
limcheekin / index.html
Created May 5, 2026 01:21
Parlant Repository Wiki — generated by GitNexus
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>parlant — Wiki</title>
<script src="https://cdn.jsdelivr.net/npm/marked@11.0.0/marked.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/mermaid@11/dist/mermaid.min.js"></script>
<style>
@limcheekin
limcheekin / index.html
Created May 4, 2026 23:31
Foundry Repository Wiki — generated by GitNexus
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>nat-projects — Wiki</title>
<script src="https://cdn.jsdelivr.net/npm/marked@11.0.0/marked.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/mermaid@11/dist/mermaid.min.js"></script>
<style>
@limcheekin
limcheekin / index.html
Last active May 4, 2026 23:32
Hermes Agent Repository Wiki — generated by GitNexus
This file has been truncated, but you can view the full file.
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>hermes-agent — Wiki</title>
<script src="https://cdn.jsdelivr.net/npm/marked@11.0.0/marked.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/mermaid@11/dist/mermaid.min.js"></script>
<style>