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Software Development prompts for AI agents

221 reusable prompts from real Software Development cases. Copy one, change the details, run it once somewhere safe.

Audit what my coding agent can reach before I run it again. List every machine, network, VPN, cloud account, repository and credential it can touch from this setup. Mark which ones belong to an employer or client and which are personal. Tell me which of those my employer's policy would not allow an unapproved tool to touch, and give me the exact steps to cut each one off, such as a separate user account, a separate machine or a sandbox. Finish with a one-page checklist I can run before every session.
Claude Code's 3-word status line reportedly burns 15 to 20% of tokens · Claude Code · Software Development
Help me find out where my coding agent's tokens actually go. Look at my usage logs or the tool's own cost report and break requests down by purpose: main conversation, background agents, summaries, status or title generation, and retries. Show each as a share of total requests and total spend. Flag anything that runs on a timer rather than when I ask, estimate what it costs me per week, and tell me whether the tool has a setting to turn it off or whether I need a workaround. Say clearly which numbers are measured and which are your estimates.
Rocket Money on building agents that fix their own code · Claude · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Claude.
Office Hours: Asynchronous coding and the end of the IDE with Spotify · Claude Code · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Claude Code.
Money Forward builds an AI-native engineering organization with Claude Code · Amazon Bedrock · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Amazon Bedrock.
Legora helps lawyers work more efficiently with Claude · Claude Code · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Claude Code.
LG CNS modernizes 20-year-old enterprise systems with Claude · Amazon Bedrock · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Amazon Bedrock.
How eSentire runs expert-level threat investigations at scale with Claude · Amazon Bedrock · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Amazon Bedrock.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Claude Code.
How Artemis helps security teams cut incident resolution time by 96% · Amazon Bedrock · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Amazon Bedrock.
Goosehead Insurance secures 20 years of client data with Salesforce. · Agentforce · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Agentforce.
Good360 routes disaster recovery donations 3x faster with Agentforce. · Agentforce · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Agentforce.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Claude Code.
Brex reimagines spend management with Claude in Amazon Bedrock · Amazon Bedrock · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Amazon Bedrock.
I want a coding agent to take on work like this across our repositories, show its plan, and wait for review before anything merges. The tool in the source case was Warp Oz.
I want a coding agent to take on work like this across our repositories, show its plan, and wait for review before anything merges. The tool in the source case was Factory.
I want a coding agent to take on work like this across our repositories, show its plan, and wait for review before anything merges. The tool in the source case was CodeRabbit.
I want a coding agent to take on work like this across our repositories, show its plan, and wait for review before anything merges. The tool in the source case was CodeRabbit.
I want a coding agent to take on work like this across our repositories, show its plan, and wait for review before anything merges. The tool in the source case was Factory Droid.
Trellix deploys autonomous security agents with Claude in Amazon Bedrock · Amazon Bedrock · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Amazon Bedrock.
Office Hours: Building for the model that doesn’t exist yet · Claude Code · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Claude Code.
Inscribe cut time spent on fraud review 20x with Claude · Amazon Bedrock · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Amazon Bedrock.
Genspark’s Super Agent orchestrates 150+ tools with Claude · Claude Code · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Claude Code.
Agentforce helps College Possible serve four times more students. · Agentforce · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Agentforce.
I want a coding agent to take on work like this across our repositories, show its plan, and wait for review before anything merges. The tool in the source case was CodeRabbit.
Empower cuts incident response times by 40% using Factory and Review Droid · Factory Review Droid · Software Development
I want a coding agent to take on work like this across our repositories, show its plan, and wait for review before anything merges. The tool in the source case was Factory Review Droid.
Snowflake achieves 2x greater accuracy with text-to-SQL using Mistral models · Snowflake Cortex · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Snowflake Cortex.
How Vercel Uses Notion to Scale Launches Across the Company · Notion AI · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Notion AI.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Augment.
Warp’s big bet on building open source with GPT-5.5 · OpenAI · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was OpenAI.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Copilot Studio.
Visma uses CodeRabbit as a code-review AI on large legacy codebases · CodeRabbit · Software Development
I want a coding agent to take on work like this across our repositories, show its plan, and wait for review before anything merges. The tool in the source case was CodeRabbit.
I want a coding agent to take on work like this across our repositories, show its plan, and wait for review before anything merges. The tool in the source case was CodeRabbit.
Abnormal AI scales autonomous development with CodeRabbit · CodeRabbit · Software Development
I want a coding agent to take on work like this across our repositories, show its plan, and wait for review before anything merges. The tool in the source case was CodeRabbit.
Groq equips its engineers with Factory's model-agnostic Droid coding agents · Factory Droid · Software Development
I want a coding agent to take on work like this across our repositories, show its plan, and wait for review before anything merges. The tool in the source case was Factory Droid.
I want a coding agent to take on work like this across our repositories, show its plan, and wait for review before anything merges. The tool in the source case was Factory.
I want a coding agent to take on work like this across our repositories, show its plan, and wait for review before anything merges. The tool in the source case was Factory Droid.
Improving interview scheduled rate to 89% with AI automation · Paradox Olivia · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Paradox Olivia.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Replit Agent.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Augment.
Why AI could be the best medicine for the NHS · Microsoft 365 Copilot · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Microsoft 365 Copilot.
Vera Delivers the Best of Both Worlds: Highest Throughput and Fastest Agents · Custom agent · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was UiPath.
Model ML completes finance work more efficiently with GPT-5.6 Sol · ChatGPT · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was ChatGPT.
Inside JetBrains—the company reshaping how the world writes code · ChatGPT · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was ChatGPT.
How invideo improves color grading 3x with GPT‑6 Astra · ChatGPT · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was ChatGPT.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was ChatGPT.
How Ramp engineers accelerate code review with Codex · ChatGPT · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was ChatGPT.
How GPT-5.6 Sol helps run quantum computing experiments · ChatGPT · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was ChatGPT.
How CrossnoKaye grounds physical AI with Amazon Bedrock AgentCore · Amazon Bedrock · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Amazon Bedrock.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was LangChain.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was NVIDIA NIM.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was ChatGPT.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Copilot Studio.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Copilot Studio.
Asana completed a years-long code migration in 2 weeks with Codex · OpenAI · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was OpenAI.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Agentforce.
How Zinus Saves $140,000+ and Cuts Development Time by 50% with Replit · Replit Agent · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Replit Agent.
University of Kentucky sparks campus-wide innovation with Microsoft 365 Copilot · GitHub Copilot · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Amazon Bedrock.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Copilot Studio.
How TCS built an agentic test orchestrator with Amazon Bedrock AgentCore · Amazon Bedrock · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Amazon Bedrock.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
Advancing organizational transformation for business innovation · ChatGPT · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was ChatGPT.
Rakuten rolls Claude agents out to four departments in a week · Claude Managed Agents / Claude Code · Software Development
Take this feature request, break it into tasks, write the code and tests, and open a pull request. Flag anything you are unsure about for a human reviewer.
How Rillet ships 3× faster with AI agents on Vercel · Custom agent · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Copilot Studio.
Thomson Reuters CTO on piloting Cowork with Claude Enterprise · Amazon Bedrock · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Amazon Bedrock.
Simplex rethinks software development with Codex · ChatGPT · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was ChatGPT.
Pushing LangSmith to new limits with Replit Agent's complex workflows · LangChain · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was LangChain.
Orange uses GitHub Copilot · GitHub Copilot · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
Office Hours: Building the case for leaders who ship with DoorDash · Claude Code · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Claude Code.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Oracle AI.
How Vercel built an ecosystem on the open skills standard · Claude Code · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Claude Code.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was LangChain.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was LangChain.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
FutureHouse powers scientific discovery agents with Claude · Claude · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Claude.
EY brings more data into focus with Copilot for Microsoft 365 · Microsoft Copilot · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Microsoft Copilot.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was UiPath.
Browse Customers - All · UiPath · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was UiPath.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Copilot Studio.
Accelerating antibiotic discovery with ChatGPT · ChatGPT · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was ChatGPT.
Fix app bugs, harden security and ship fixes autonomously · Hermes Agent · Software Development
On this health app, fix the priority bugs, harden browser/session isolation for automation, and prepare production fixes with health checks. Pause before any production push.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
M&G empowers employees to deliver cost efficiencies with Microsoft AI solutions · GitHub Copilot · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Augment.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was UiPath.
SK Innovation Realizes Multi-Agent Orchestration Based on Microsoft Foundry · Custom agent · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged.
Lumen Technologies Inc uses GitHub Copilot · GitHub Copilot · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
London Stock Exchange Group increases productivity with Windows 365 · GitHub Copilot · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
HM Courts & Tribunals Service elevates DevOps with Kainos and Microsoft Azure · GitHub Copilot · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
Generali boosts developers’ velocity and productivity with GitHub Copilot · GitHub Copilot · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
GET AI runs its business on agents built with Microsoft Copilot Studio · Copilot Studio · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Copilot Studio.
Creating new simulations of black holes with Codex · ChatGPT · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was ChatGPT.
Cactus Life Sciences advances secure medical communication with Microsoft 365 Copilot · Microsoft 365 Copilot · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Microsoft 365 Copilot.
Route wind-turbine software tickets to the right team · Jira Ticket Agent (Dataiku, Snowflake) · Software Development
Read each new support ticket and suggest which component or team should own it. Post the suggestion as a comment with your reasoning, but do not change any fields. A person decides.
A developer says his agents cut an article from hours to 15 minutes · Agents on a Mac mini · Software Development
Draft an article from these notes and my previous posts in my voice. Mark any claim you could not check.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Augment.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Augment.
allpay boosts productivity by 10% with GitHub Copilot · GitHub Copilot · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
Sparking a more productive company with ChatGPT Enterprise · ChatGPT · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was ChatGPT.
Snowflake Cortex AI · Snowflake Cortex · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Snowflake Cortex.
NOS empowers developer collaboration and innovation on GitHub · GitHub Copilot · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
ModMed leverages Databricks to accelerate agentic workflows · Databricks · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Databricks.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Microsoft 365 Copilot.
ESW embraces innovation and more efficient coding with GitHub Copilot · GitHub Copilot · Software Development
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was GitHub Copilot.
Plan meals and track symptoms · Claude Code · Software Development
In this repo, plan meals and track symptoms. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Edit site design visually and have an agent write the code · Claude Code · Software Development
In this repo, edit site design visually and have an agent write the code. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Prototype product features as a non-coding PM · Cursor · Software Development
In this repo, prototype product features as a non-coding PM. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Plan in Claude Code, implement in Codex · Codex · Software Development
Using the approved plan in PLAN.md, implement stage 1 on a new branch, run tests, and open a draft PR. Do not start stage 2 until review comments are addressed.
Build a deals page step by step · Devin · Software Development
In this repo, build a deals page step by step. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Build a cardiac health tracking app · Claude · Software Development
In this repo, build a cardiac health tracking app. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Run parallel local coding agent sessions · Claude Code · Software Development
In this repo, run parallel local coding agent sessions. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Give a coding agent a paper corpus to find new techniques · Claude Code · Software Development
In this repo, give a coding agent a paper corpus to find new techniques. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Cross-family AI review before human PR review · Codex · Software Development
Review this PR as a different model family than the author. Check correctness, security and missing tests. Return only actionable findings; do not rewrite the whole diff.
Keep coding agents running autonomously for long stretches · Cursor · Software Development
In this repo, keep coding agents running autonomously for long stretches. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Ship an iOS app in 17 days with agents · Cursor · Software Development
Map this iOS feature into bite-size prompts. Implement the next slice on a branch with tests. Stop when you hit a multi-layer integration (push, CloudKit, payments) and list what needs a human.
Let an agent start a business from scratch · Devin · Software Development
In this repo, let an agent start a business from scratch. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Test features on screen and merge fixed PRs · Devin · Software Development
In this repo, test features on screen and merge fixed PRs. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Hunt business-logic flaws and open fix PRs · Devin · Software Development
In this repo, hunt business-logic flaws and open fix PRs. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Write, review and document code across a product's PRs · Devin · Software Development
In this repo, write, review and document code across a product's PRs. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Write a Linux kernel improvement · Claude Code · Software Development
In this repo, write a Linux kernel improvement. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Use Codex for non-coding chores · Codex · Software Development
In this repo, use Codex for non-coding chores. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Test how well coding agents can onboard to your product · Custom agent · Software Development
In this repo, test how well coding agents can onboard to your product. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Team playbook for Claude Code and Cursor · Claude Code · Software Development
Before writing code, research the architecture in plan mode. Outline phases. Implement phase 1 only, then pause for review and commit before continuing.
Take ideas to implementation · Claude Code · Software Development
In this repo, take ideas to implementation. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Several coding agents in parallel · Codex · Software Development
Take this small, well-defined task, work on its own branch, and open a draft PR with a short description and test results.
Self-driving docs via Playwright exploration · Claude Code · Software Development
Explore the app with Playwright as a new user. Compare what you find to docs/, list knowledge gaps, and draft PR-ready markdown for the three biggest gaps.
Run real estate transactions · Claude · Software Development
In this repo, run real estate transactions. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Run agents that work Jira tickets, review PRs and send updates · Hermes Agent · Software Development
In this repo, run agents that work Jira tickets, review PRs and send updates. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Pair-program · Claude · Software Development
In this repo, pair-program. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Group outdated packages by upgrade difficulty · Cursor · Software Development
List every package in this project that is not on the latest version, grouped by upgrade difficulty (easy patch/minor, medium single major, hard multi-major or framework-critical). Include current and latest versions.
Generate live-coding music · Claude Code · Software Development
In this repo, generate live-coding music. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Fix and resubmit a rejected app remotely · Dots · Software Development
In this repo, fix and resubmit a rejected app remotely. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Debug overnight · Codex · Software Development
In this repo, debug overnight. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Control robots · Gemini · Software Development
In this repo, control robots. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Build a mental models framework · Claude · Software Development
In this repo, build a mental models framework. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Boring chores for a coding agent · Claude Code · Software Development
Rename every file in this folder to a consistent lowercase-hyphen format and convert any .heic images to .jpg. Show me the plan first.
Automate web configuration from coding sessions · Claude · Software Development
In this repo, automate web configuration from coding sessions. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Voice memo to PRD to shipped feature · Claude Code · Software Development
Here is a raw voice-memo transcript and links to related code. Explore the repo for existing patterns, draft a short PRD, then write PLAN.md with files to touch. Do not implement yet.
Turn one goal into an ordered plan of coding-agent tasks · Custom agent · Software Development
In this repo, turn one goal into an ordered plan of coding-agent tasks. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Slack bug report to Linear ticket and fix · Cursor · Software Development
This Slack bug report just arrived. Check Linear for duplicates, create an issue if new, investigate the root cause in the repo, attempt a fix on a branch, and reply in the thread with a summary.
Run parallel coding agents from Markdown specs in tmux · Claude Code · Software Development
In this repo, run parallel coding agents from Markdown specs in tmux. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Run a personal assistant that handles repo issues and groceries · Custom agent · Software Development
In this repo, run a personal assistant that handles repo issues and groceries. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Find a Linux vulnerability hidden for 23 years · Claude Code · Software Development
In this repo, find a Linux vulnerability hidden for 23 years. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Coordinator agent that hands off to coding agents · Hermes · Software Development
Research the latest changelogs for the tools in my stack, summarize what changed this week, and add the summary to today's note.
Coordinate sub-agents to monitor PRs and fix prod bugs · Cursor · Software Development
In this repo, coordinate sub-agents to monitor PRs and fix prod bugs. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Build and publish a BaZi chart reading agent · Codex · Software Development
In this repo, build and publish a BaZi chart reading agent. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Work on mainframes and COBOL · Custom agent · Software Development
In this repo, work on mainframes and COBOL. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Use a bot as a QA intern on a live app · Grok Bot · Software Development
In this repo, use a bot as a QA intern on a live app. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
XState migration with looked-up docs · Cursor · Software Development
Update xstate and @xstate/react. Before editing, look up the official migration docs and follow them. Keep behavior identical and list any API changes you made.
Surgical Cursor fixes after Claude Code draft · Cursor · Software Development
Fix only this function. Here are the API docs for the return values. Do not refactor callers. Show the diff and how to verify.
Run a multi-bot team that opens draft PRs · Grok Bot · Software Development
Stand up a multi-role bot team on this repo: research context, classify risk, patch minimally, run checks, review the diff, then open a draft PR. Pause before merge or any secret-touching change.
Plan-then-execute coding with stacked review passes · Claude Code · Software Development
Write an implementation plan for this feature to docs/plans/: scope, approach, files touched, risks. Don't write code yet.
Hand off coding sessions between agent accounts at usage limits · Codex · Software Development
In this repo, hand off coding sessions between agent accounts at usage limits. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Finish abandoned side projects with agents · Claude Code · Software Development
Read this half-finished side project and the README wishlist. Propose the smallest path to a usable daily-driver version, then implement the first three items with tests.
Find local pilot customers from the codebase · Claude Code · Software Development
Look at this project directory, summarize what the product does, then list the top 5 companies in <city> that would be good pilot customers. Include why each fits and a LinkedIn search query.
Delegate tiny chores to Devin via Slack · Devin · Software Development
Via Slack: fix this small lint/test failure on main, open a PR with the change, and do not expand scope beyond the failing check.
Claude Code for git, plans and codebase tours · Claude Code · Software Development
Explain how <subsystem> works in this repo. Use explore subagents if helpful. Give me a short architecture note and the five files I should read first.
Agentic codeowners that assign reviewers · Cursor · Software Development
On PR open, classify risk by blast radius, complexity and infra impact. Auto-approve low risk. For higher risk, assign up to two reviewers from contribution history and log the decision.
Spend leftover AI quota on reviewable PRs · Claude · Software Development
In this repo, spend leftover AI quota on reviewable PRs. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
PagerDuty incident to proposed fix PR · Cursor · Software Development
A PagerDuty incident just fired. Use Datadog to inspect related logs, search the repo for recent suspect changes, draft a fix on a branch, and post a Slack summary with the PR link.
Run varied business tasks through a general agent · Manus · Software Development
In this repo, run varied business tasks through a general agent. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Review Linux kernel patches · Custom agent · Software Development
In this repo, review Linux kernel patches. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Investigate broken builds and merge fixes · OpenClaw · Software Development
In this repo, investigate broken builds and merge fixes. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Generate ad-copy variants and scrape competitor ads · Claude · Software Development
In this repo, generate ad-copy variants and scrape competitor ads. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Update a legacy Telegram bot and refactor an app · Replit Agent · Software Development
In this repo, update a legacy Telegram bot and refactor an app. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Run coding agents like a medical team to fix bugs · Custom agent · Software Development
In this repo, run coding agents like a medical team to fix bugs. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Fix a broken API website · Claude Cowork · Software Development
In this repo, fix a broken API website. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Weekly Slack digest of meaningful repo changes · Cursor · Software Development
Summarize meaningful changes to this repository in the last seven days for Slack: major PRs, bug fixes, tech debt and security or dependency updates. Keep it under 400 words.
Ship more pull requests · Devin · Software Development
In this repo, ship more pull requests. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Run multi-stage PR reviews · Claude Code · Software Development
In this repo, run multi-stage PR reviews. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Run a fleet of engineer bots that fix CI and ship PRs · Grok Bot · Software Development
Coordinate a fleet of specialty coding bots on this org: scan for red CI, security issues, and merge conflicts every 30 minutes, send fix agents, and queue draft PRs for human review. No production deploys without approval.
Route Linear tickets to PRs across multiple repos · OpenClaw · Software Development
In this repo, route Linear tickets to PRs across multiple repos. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Refactor a million-line repo with 1,393 subagents · Hermes Agent · Software Development
In this repo, refactor a million-line repo with 1,393 subagents. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Nightly roadmap chipping · Codex · Software Development
Read the roadmap, pick the smallest item that can be safely finished today, implement it on a branch with tests, and summarize the change.
Build data analysis reports and dashboards · Custom agent · Software Development
In this repo, build data analysis reports and dashboards. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Build and deploy a meeting app from a prompt · Replit Agent · Software Development
In this repo, build and deploy a meeting app from a prompt. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Build a C compiler · Claude · Software Development
In this repo, build a C compiler. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Async research projects with coding agents · Claude Code · Software Development
Investigate whether <library> can do <task>. Write small experiments, run them, and commit a README with findings, code and what didn't work.
Review contracts like NDAs and SaaS agreements in Claude Code · Claude Code · Software Development
In this repo, review contracts like NDAs and SaaS agreements in Claude Code. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Surface unanswered emails from the past week · Devin · Software Development
In this repo, surface unanswered emails from the past week. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Read and edit Word, Excel, and PowerPoint files · Claude Code · Software Development
In this repo, read and edit Word, Excel, and PowerPoint files. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Patch annoying software behavior by pointing an agent at it · Codex · Software Development
In this repo, patch annoying software behavior by pointing an agent at it. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Give coding agents git-native persistent memory · Custom agent · Software Development
In this repo, give coding agents git-native persistent memory. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Triage failed GitHub Actions runs and self-heal flaky tests · OpenClaw · Software Development
In this repo, triage failed GitHub Actions runs and self-heal flaky tests. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Source and screen candidates and reply over WhatsApp · OpenClaw · Software Development
In this repo, source and screen candidates and reply over WhatsApp. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Vibe-code a pull request dashboard across Azure DevOps repos · ChatGPT · Software Development
Build a small dashboard that aggregates open PRs across these Azure DevOps repos, highlighting approvals, conflicts, and comment threads. Keep secrets local and show a working read-only view before any write APIs.
Upgrade Remix to React Router overnight · Cursor · Software Development
Upgrade this project from Remix v2 to React Router v7. Look up the official migration guides first, delete obsolete patch files, verify with `npx react-router routes` against main, and open a PR.
Turn tickets into merged pull requests · Claude Code · Software Development
In this repo, turn tickets into merged pull requests. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Test API endpoints in Postman and report results · Perplexity Comet · Software Development
In this repo, test API endpoints in Postman and report results. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Split UI and backend across desktop agents · Codex · Software Development
Backend agent: design the API and data model for this feature. Frontend agent: implement the UI from the Figma MCP once the API contract is in api.md. Do not share a working tree.
Ship a product in 72 hours · Grok Bot · Software Development
In this empty repo, drive toward a shippable product over the next 72 hours. Prefer tiny PRs, reproduce failures before fixing, and stop for approval on migrations, deploys, or anything public.
Run multi-agent LLM financial trading analysis · Custom agent · Software Development
In this repo, run multi-agent LLM financial trading analysis. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Run OpenClaw bots for repo upkeep, note-taking and team Slack help · OpenClaw · Software Development
In this repo, run OpenClaw bots for repo upkeep, note-taking and team Slack help. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Run LLM assistants over company data · n8n · Software Development
In this repo, run LLM assistants over company data. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Review GitHub pull requests for bugs and security · Hermes Agent · Software Development
In this repo, review GitHub pull requests for bugs and security. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Rename a core type across a monorepo · Claude Code · Software Development
Rename type <OldName> to <NewName> across this monorepo. Update imports, tests and docs. Run the test suite after each major package and summarize remaining references.
Queue maintenance and bug fixes for Cursor background agents · Cursor · Software Development
In this repo, queue maintenance and bug fixes for Cursor background agents. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Point a computer-using bot at any repo · Grok Bot · Software Development
In this repo, point a computer-using bot at any repo. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Play mayor in SimCity through an API · Custom agent · Software Development
In this repo, play mayor in SimCity through an API. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Hunt GitHub repos that leak secrets for leads · Claude Code · Software Development
Search public GitHub for repos that appear to commit API keys or tokens and also show evidence of coding-agent use. Rank the top 20 by priority and include a LinkedIn URL when you can find one.
Have Copilot coding agent write and push code · GitHub Copilot · Software Development
In this repo, have Copilot coding agent write and push code. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Give coding agents compiler-accurate Find Usages for C# · Custom agent · Software Development
In this repo, give coding agents compiler-accurate Find Usages for C#. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Fix a broken Delete button in a GitHub repo · Gemini · Software Development
In this repo, fix a broken Delete button in a GitHub repo. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Find and fix flaky tests in a broken CI pipeline overnight · Claude Code · Software Development
In this repo, measure flaky tests from CI history, prioritize the worst offenders, attempt minimal repros and fixes overnight, and open draft PRs. I will review before anything merges.
Draft pull request reviews for you to edit and send · Claude Code · Software Development
In this repo, draft pull request reviews for you to edit and send. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Create accounts, buy domains, and deploy without a human · Custom agent · Software Development
In this repo, create accounts, buy domains, and deploy without a human. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Codex mobile PR for a tiny lint fix · Codex · Software Development
From my phone: fix the failing lint on main for file <path>, open a PR, and keep the diff under 20 lines.
Catch intent conflicts between parallel coding agents · Claude Code · Software Development
In this repo, catch intent conflicts between parallel coding agents. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.
Build SQLite · Custom agent · Software Development
In this repo, build SQLite. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.