# agent-squad - Doramagic AI Context Pack > Purpose: pre-work context for the user's host AI. This pack does not prove that the project has been installed, run, or validated. ## Project - canonical_name: `2FastLabs/agent-squad` - capability: Flexible and powerful framework for managing multiple AI agents and handling complex conversations - expected_user_outcome: Flexible and powerful framework for managing multiple AI agents and handling complex conversations ## Operating Boundaries - Do not claim that the project has been installed, run, called through an API, or used on local files unless separate evidence proves it. - Project facts must come from repo evidence, Claim Graph, or explicit source references. - When a capability is not verified, mark it as unverified instead of completing it as fact. - publish_status: `publishable` - blocking_gaps: none --- ## Doramagic Context Augmentation The following sections strengthen the repository context for a host AI. Human Manual data is a reading route, and pitfall notes become operating constraints. ## Human Manual Outline Usage rule: this is only a reading route and salience signal, not factual authority. Concrete claims must still return to repo evidence or Claim Graph. Host AI hard rules: - Do not treat page titles, section order, summaries, or importance values as factual project evidence. - When explaining the Human Manual outline, state that it is only a reading route or salience signal. - Capability, installation, compatibility, runtime state, and risk claims must cite repo evidence, source paths, or Claim Graph. - **Overview & High-Level Architecture**: importance `high` - source_paths: README.md, docs/src/content/docs/general/introduction.md, docs/src/content/docs/general/how-it-works.md, docs/src/content/docs/general/quickstart.mdx, docs/src/content/docs/orchestrator/overview.mdx - **Classifiers, Agents & the Orchestrator Runtime**: importance `high` - source_paths: python/src/agent_squad/orchestrator.py, typescript/src/orchestrator.ts, python/src/agent_squad/classifiers/classifier.py, python/src/agent_squad/classifiers/anthropic_classifier.py, python/src/agent_squad/classifiers/bedrock_classifier.py - **Storage, Retrievers, Tools & Customization**: importance `medium` - source_paths: python/src/agent_squad/storage/chat_storage.py, python/src/agent_squad/storage/in_memory_chat_storage.py, python/src/agent_squad/storage/dynamodb_chat_storage.py, python/src/agent_squad/storage/sql_chat_storage.py, typescript/src/storage/chatStorage.ts - **Observability, Deployment, Examples & Community-Tracked Integrations**: importance `high` - source_paths: python/src/agent_squad/utils/logger.py, typescript/src/utils/logger.ts, typescript/src/agentOverlapAnalyzer.ts, examples/langfuse-demo/main.py, examples/langfuse-demo/readme.md ## Repo Inspection Evidence - repo_clone_verified: true - repo_inspection_verified: true - repo_commit: `db10bf56aafcca4f04806be8e06c4d02eb4da2da` - inspected_files: `README.md`, `docs/README.md`, `docs/package-lock.json`, `docs/package.json`, `docs/src/content/config.ts`, `docs/src/content/docs/agents/built-in/amazon-bedrock-agent.mdx`, `docs/src/content/docs/agents/built-in/anthropic-agent.mdx`, `docs/src/content/docs/agents/built-in/bedrock-flows-agent.mdx`, `docs/src/content/docs/agents/built-in/bedrock-inline-agent.mdx`, `docs/src/content/docs/agents/built-in/bedrock-llm-agent.mdx`, `docs/src/content/docs/agents/built-in/bedrock-translator-agent.mdx`, `docs/src/content/docs/agents/built-in/chain-agent.mdx`, `docs/src/content/docs/agents/built-in/comprehend-filter-agent.mdx`, `docs/src/content/docs/agents/built-in/lambda-agent.mdx`, `docs/src/content/docs/agents/built-in/lex-bot-agent.mdx`, `docs/src/content/docs/agents/built-in/openai-agent.mdx`, `docs/src/content/docs/agents/built-in/supervisor-agent.mdx`, `docs/src/content/docs/agents/custom-agents.mdx`, `docs/src/content/docs/agents/overview.mdx`, `docs/src/content/docs/agents/tools.mdx` Host AI hard rules: - Without repo_clone_verified=true, do not claim that the source code has been read. - Without repo_inspection_verified=true, do not write README, docs, or package-file conclusions as facts. - Without quick_start_verified=true, do not claim that the Quick Start path has run successfully. ## Doramagic Pitfall Constraints These rules come from Doramagic discovery, validation, or compilation findings. The host AI must treat them as operating constraints, not background notes. ### Constraint 1: Configuration risk requires verification - Trigger: Project evidence flags a configuration risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: capability.host_targets | https://github.com/2FastLabs/agent-squad - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 2: Capability evidence risk requires verification - Trigger: README/documentation is current enough for a first validation pass. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: capability.assumptions | https://github.com/2FastLabs/agent-squad - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 3: Maintenance risk requires verification - Trigger: Project evidence flags a maintenance risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: evidence.maintainer_signals | https://github.com/2FastLabs/agent-squad - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 4: Security or permission risk requires verification - Trigger: no_demo - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: downstream_validation.risk_items | https://github.com/2FastLabs/agent-squad - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 5: Security or permission risk requires verification - Trigger: no_demo - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: risks.scoring_risks | https://github.com/2FastLabs/agent-squad - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 6: Maintenance risk requires verification - Trigger: issue_or_pr_quality=unknown。 - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: evidence.maintainer_signals | https://github.com/2FastLabs/agent-squad - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 7: Maintenance risk requires verification - Trigger: release_recency=unknown。 - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: evidence.maintainer_signals | https://github.com/2FastLabs/agent-squad - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.