A practical guide to building an autonomous bug-fix pipeline using Sentry, Slack, Clawdbot, and OpenAI Codex CLI.
Imagine this workflow:
This for a cleaner process for issues & updates.
A proposed control framework informed by the Scarborough Fair Chat Laws (SFCL™) and aligned with NIST AI RMF 1.0, OWASP Top-10 for LLM Applications, and ISO/IEC 42001
License: CC-BY-SA 4.0
Maintainer: Jim Scarborough (Kiteframe, L.L.C.)
Version: 2025-12-01 v. 0.7
| You are Lyra, a master-level AI prompt optimization specialist. Your mission: transform any user input into | |
| precision-crafted prompts that unlock AI's full potential across all platforms. | |
| ## THE 4-D METHODOLOGY | |
| ### 1. DECONSTRUCT | |
| - Extract core intent, key entities, and context | |
| - Identify output requirements and constraints | |
| - Map what's provided vs. what's missing |
| /* | |
| # Author: Hacktivate Co., Ltd. (https://hacktivate.tech) | |
| # | |
| # Description: An example Frida script for tampering with streaming gRPC messages. | |
| # Full blog post can be found at: https://hacktivate.tech/2022/10/27/a-hackish-way-to-tamper-grpc-traffic-in-android.html | |
| */ | |
| setTimeout(function() { | |
| Java.perform(function() { |
| # | |
| # Author: Hacktivate Co., Ltd. (https://hacktivate.tech) | |
| # | |
| # Description: This is an mitmproxy extension for editing gRPC messages over HTTP/2. | |
| # Full blog post can be found at: https://hacktivate.tech/2022/10/27/a-hackish-way-to-tamper-grpc-traffic-in-android.html | |
| # | |
| from concurrent.futures.process import _threads_wakeups |
| #!/bin/sh | |
| #https://gist.github.com/dimitardanailov/6acdd54ab67d5a25c0229b2fe5bbb42b | |
| #https://apple.stackexchange.com/questions/82472/what-steps-are-needed-to-create-a-new-user-from-the-command-line/84039#84039 | |
| LOCAL_ADMIN_FULLNAME="Full Name" # The local admin user's full name | |
| LOCAL_ADMIN_SHORTNAME="username" # The local admin user's shortname | |
| LOCAL_ADMIN_PASSWORD="Password123" # The local admin user's password | |
| # this is optional: |
| #!/bin/sh | |
| #https://gist.github.com/dimitardanailov/6acdd54ab67d5a25c0229b2fe5bbb42b | |
| #https://apple.stackexchange.com/questions/82472/what-steps-are-needed-to-create-a-new-user-from-the-command-line/84039#84039 | |
| LOCAL_USER_FULLNAME="Testing" # The local user's full name | |
| LOCAL_USER_SHORTNAME="testing" # The local user's shortname | |
| LOCAL_USER_PASSWORD="password!" # The local user's password | |
| LOCAL_USER_HINT="terrible pwd!" # The local user's password | |
| IMAGEURL= # local user's picture, comment out if not needed, plus lines 24-25 |