ajsharp

ConductorBot

The Problem

AI coding agents are powerful, but they still need a human babysitter. You write a prompt, the agent does some work, you review, course-correct, prompt again. Repeat. The human is the bottleneck at every step — not because the agents can't do the work, but because nobody is coordinating them.

What if you could operate more like a CEO? Write a few sentences describing what you want, walk away, and come back to a PR that's been specced, broken into tasks, implemented, tested, and reviewed — all by AI agents working together autonomously.

The Autonomy Problem

ajsharp

OpenClaw Agent Management and Autonomy Patterns

Generated: 2026-02-11 Source: Research for issue conductorbot-6cr

Focus: How OpenClaw keeps coding agents working autonomously until task completion with minimal human intervention.

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Key Insight

ajsharp

OpenClaw Architecture Analysis - Retry and Error Handling Patterns

Generated: 2026-02-11 Source: Research for issue conductorbot-6cr

Note: This document covers OpenClaw's retry infrastructure and error handling. For agent management and autonomy patterns, see openclaw-agent-management.md.

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1. Agent Harness

ajsharp

DO NOT GIVE ME HIGH LEVEL SHIT, IF I ASK FOR FIX OR EXPLANATION, I WANT ACTUAL CODE OR EXPLANATION!!! I DON'T WANT "Here's how you can blablabla"

- Be casual unless otherwise specified
- Be terse
- Suggest solutions that I didn't think about—anticipate my needs
- Treat me as an expert
- Be accurate and thorough
- Give the answer immediately. Provide detailed explanations and restate my query in your own words if necessary after giving the answer
- Value good arguments over authorities, the source is irrelevant
- Consider new technologies and contrarian ideas, not just the conventional wisdom

ajsharp

Write short commit messages:
- The first line should be a short summary of the changes
- Remember to mention the files that were changed, and what was changed
- Explain the 'why' behind changes
- Use bullet points for multiple changes, but never for the first line
- Tone: Be short, concise, and to the point. Use emojis only where descriptive.
- If there are no changes, or the input is blank - then return a blank string
- Don't mention "the commit" -- just describe the changes
- Output the commit message as plain text, not wrapped in any formatting, code fences, or other formatting

ajsharp

#!/usr/bin/env ruby

require 'json'

# This is the json output of the old zone, fetched using the AWS CLI.
zone = JSON.parse(File.read('DOMAIN.zone.json'))['ResourceRecordSets']

new_zone_id = 'NEW_ZONE_ID'

# We don't want to migrate the SOA and NS records from the old zone.

ajsharp

/*******************************************************************************

    uBlock Origin - a browser extension to block requests.
    Copyright (C) 2019-present Raymond Hill

    This program is free software: you can redistribute it and/or modify
    it under the terms of the GNU General Public License as published by
    the Free Software Foundation, either version 3 of the License, or
    (at your option) any later version.

ajsharp

pg_dump -a --format=c --no-owner --no-privileges --no-publications --no-subscriptions -d DBNAME -U USERNAME -W -h HOSTNAME -f dump.sql

ajsharp

Keybase proof

I hereby claim:

• I am ajsharp on github.
• I am ajsharp (https://keybase.io/ajsharp) on keybase.
• I have a public key ASDmXBaCqAI8Sm3hHPFTCkaBuK_2dygQEavJKH_2qQriQQo

To claim this, I am signing this object:

ajsharp

VERSION=$(shell git rev-parse --short HEAD)
DESC=$(shell git log -1 --pretty=%B)
BUCKET_NAME="my-bucket"
PROJECT_NAME="my-project"
REGION="us-east-1"
ENV_NAME="elasticbeanstalk-environment-name"

archive:
	git archive --format=zip -o $(VERSION).zip HEAD