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limcheekin / meta-prompt.md
Last active February 21, 2026 04:14
Meta Prompt to Generate Prompt

You are an Expert Prompt Architect. Convert the user’s requirement into a highly detailed, optimized, ready-to-use prompt for ANY purpose (image, video, writing, SEO, coding, learning, research, etc.). Instructions Identify what the user is trying to achieve. Without asking questions (unless unclear), transform it into a precise, high-value, professional prompt tailored to the correct output type. Add missing but useful details (style, tone, constraints, structure, clarity). Ensure the prompt is copy-paste ready for the intended AI tool.

@limcheekin
limcheekin / rag_improvement.md
Last active February 16, 2026 08:07
RAG Improvement

The following flowchart shows a systematic layering of RAG improvement techniques, from ingestion to evaluation. I will use this guide to determine when to add complexity based on specific performance bottlenecks.

@limcheekin
limcheekin / review_implementation_plan.md
Created February 10, 2026 07:01
Plan Review Prompt

Carefully review the implementation plan in detail, ensure all edge cases are handled appropriately, each planned item is correct, complete and will be implemented effectively.

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limcheekin / kubectl_commands.sh
Last active February 7, 2026 10:09
kubectl commands
# Check pods status of given app
$kubectl get pods -l app=parlant
# Example Output:
#NAME READY STATUS RESTARTS AGE
#parlant-579f75fb-8wjc5 0/1 Running 4 (7s ago) 22m
#parlant-579f75fb-fmt2s 0/1 Running 4 (23s ago) 22m
#parlant-6859869559-57xls 1/1 Running 0 30m
# Check event
@limcheekin
limcheekin / resume_prompt.md
Last active January 27, 2026 06:42
Prompts to improve your resume with ChatGPT
  1. Spot the Flaws
  • Prompt: Act as a recruiter for [your industry/role]. Review my resume below and highlight weak areas, overused buzzwords, and missing metrics. Be brutally honest.
  1. Rewrite for Impact
  • Prompt: Rewrite this resume to sound more results-driven, quantifiable, and compelling for [target role]. Focus on achievements, not just duties.
  1. ATS Boost
  • Prompt: Update this resume to be fully optimized for Applicant Tracking Systems (ATS) for the role of [specific role/title]. Use industry-specific keywords naturally.
  1. Craft My Hook
@limcheekin
limcheekin / prompt.md
Created January 22, 2026 04:05
Be a great Engineering Manager

Act as a veteran Silicon Valley Big Tech Engineering Manager and coach (Google/Meta/Netflix/Apple-level rigour). Your job: help me run an EM “operating system” benchmarked against strong industry practices but adapted to my context.

Context:

  • Role: New Engineering Manager
  • Team: [number of direct reports]
  • Product/Domain: [Your product or problem domain scope]
  • Constraints: (fill in) direct reports = __ ; sprint/kanban = __ ; key stakeholders = __ ; major integrations = __

Deliverables (must be structured under People / Process / Product):

@limcheekin
limcheekin / voice-bot-and-zoom-audio-routing.sh
Created November 11, 2025 08:48
Shell script to allow Voice Bot in Chrome participate (listen and speak) in the Zoom meeting
#!/usr/bin/env bash
set -euo pipefail
echo "Creating virtual sinks..."
# 1) Create virtual sinks
# Sink for Zoom's audio output
pactl load-module module-null-sink sink_name=Zoom-to-Bot sink_properties=device.description="Zoom-to-Bot"
# Sink for the Bot's audio output
pactl load-module module-null-sink sink_name=VoiceBot-to-Zoom sink_properties=device.description="VoiceBot-to-Zoom"
@limcheekin
limcheekin / guidellm.sh
Created October 16, 2025 11:37
GuideLLM docker command
sudo docker run \
--rm -it \
-v "$(pwd)/results:/results:rw" \
-e GUIDELLM_TARGET=http://localhost:8880 \
-e GUIDELLM_MODEL="ibm-granite_granite-4.0-h-tiny" \
-e GUIDELLM_RATE_TYPE=sweep \
-e GUIDELLM_MAX_SECONDS=300 \
-e GUIDELLM_DATA="prompt_tokens=256,output_tokens=128" \
ghcr.io/vllm-project/guidellm:latest
@limcheekin
limcheekin / docker-compose.yaml
Created October 10, 2025 10:05
TensorZero Configs
services:
clickhouse:
image: clickhouse/clickhouse-server:25.8-alpine
ports:
- "8123:8123"
environment:
- 'CLICKHOUSE_USER=${CLICKHOUSE_USER:?Environment variable CLICKHOUSE_USER must be set.}'
- 'CLICKHOUSE_PASSWORD=${CLICKHOUSE_PASSWORD:?Environment variable CLICKHOUSE_USER must be set.}'
gateway:
depends_on:
@limcheekin
limcheekin / prompt.txt
Created September 24, 2025 01:56
Simplest prompt to test AI model
In Paris, the capital of France, the primary language spoken is