Conductor is an open-source platform for running microservice, AI-agent, and adaptive workflows as durable execution graphs, preserving steps and decisions so runs can be inspected and resumed. It is for developers who need workflows to survive failures, support branching, retries, approvals, tool calls, and cancellation. The catalogue entries provide agent and instruction integrations for working with Conductor.
Borrowing it
Nothing to install: this file belongs to conductor-oss/conductor. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/conductor-oss/conductor/main/AGENTS.mdgit clone --depth 1 https://github.com/conductor-oss/conductorWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/conductor-oss/conductor/agents-md)<a href="https://agentmods.dev/instructions/conductor-oss/conductor/agents-md"><img src="https://agentmods.dev/badge/instructions/conductor-oss/conductor/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/conductor-oss/conductor/agents-md"><img src="https://agentmods.dev/badge/instructions/conductor-oss/conductor/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.02170 | $0.02170 |
| Opus 5.5 | $0.00868 | $0.00868 |
| Sonnet 5.5 | $0.00434 | $0.00434 |
| Haiku 4.5 | $0.00217 | $0.00217 |
Grade A, and why
conductor AGENTS.md scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
This matters because plausible-looking docs can be silently wrong. Concretely: a curl equivalent for `conductor workflow start --sync` was once written as `POST /api/workflow/{name}/run` — an endpoint that does not exist How it starts
The opening of the file, as written. The whole thing — 188 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Instructions for AI coding agents working on the Conductor codebase.
Project Overview
Conductor is an open-source, distributed workflow orchestration engine designed for microservices. It uses a pluggable architecture with interface-based abstractions for persistence, queuing, and indexing. The project is built with Java 21 and uses Gradle as the build system.
Setup Commands
| Command | Description |
|---|---|
./gradlew build |
Build the entire project |
./gradlew test |
Run all tests |
./gradlew :module-name:test |
Run tests for a specific module |
./gradlew spotlessApply |
Apply code formatting |
./gradlew clean build |
Clean and rebuild |
Important: Always run
./gradlew spotlessApplyafter making code changes to ensure consistent formatting.
Java Version References
Never link to a specific Java distribution (e.g., Adoptium, Temurin, OpenJDK.org, Amazon Corretto) in docs, READMEs, or comments. Just say "Java 21+" and let users install it however they prefer.
Code Style
- Use the Spotless plugin for uniform code formatting—always run before committing
- Conductor is pluggable: when introducing new concepts, always use an interface-based approach
- DAO interfaces MUST be defined in the
coremodule - Implementation classes go in their respective persistence modules (e.g.,
postgres-persistence,redis-persistence) - Follow existing patterns in the codebase for consistency
- Do not use emojis such as ✅ in the code, logs, or comments. Keep comments professionals
- When adding new logic, comment the algorithm, design etc.
Architecture Guidelines
Module Structure
- core: Contains interfaces, domain models, and core business logic
- persistence modules: Implementations of DAO interfaces (postgres, redis, mysql, etc.)
- server: Spring Boot application that brings everything together
- client: SDK for interacting with Conductor
- ui: React-based user interface
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago Changed · +10 lines · +70 tokens per session 48bcf960760d
- 2mo ago First seen · 178 lines · 2,100 tokens per session scan A f1d8e7ad34f7
conductor AGENTS.md is an instructions file published in the GitHub repository conductor-oss/conductor (32,431 stars, last pushed yesterday), licensed Apache-2.0. It adds 2,170 tokens to every session, about $0.0087 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
conductor AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| conductor AGENTS.mdconductor-oss/conductor | Instructions file | 32k | yesterday | Apache-2.0 | A | 2,170 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,516 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |