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Development of Paperclip-Client Module for haih-agentHAIH-agent

In Progress

Learn how to integrate haih-agent with Paperclip to create an autonomous AI-driven enterprise. Build a custom client module for seamless task orchestration, goal alignment, and automated reasoning reporting.

Goal

Enable haih-agent to autonomously pull tasks from and report completion to the Paperclip orchestration server, transforming haih-agent into a proactive, "first-class" contributor within a Paperclip-managed digital organization.

Description

Develop and integrate a Paperclip-Client module into the core architecture of haih-agent (at the Knowledge/Reasoning loop level). This client will allow the agent to authenticate with the Paperclip API, perform task polling (Task Pulling), and submit structured completion reports that include its internal reasoning logs, ensuring full transparency in the Paperclip dashboard.

Output

  1. paperclip-client.ts: A robust set of JS/TS functions for Paperclip API interactions (Authentication, Task Fetching, Result Submission, and Subtask Creation).
  2. Agent Integration Layer: Logic injected into the agent's workflow that enables it to interpret Paperclip status codes and triggers, effectively bridging the gap between passive orchestration and active autonomous execution.

Definition of Done (DoD)

  •  Implemented core API methods for task CRUD operations.
  •  Developed an "Output Wrapper" that serializes the agent's reasoning logs into the format expected by the Paperclip API.
  •  Implemented periodic API polling mechanism that activates when the agent enters an idle state.
  •  API configuration (endpoints, authentication tokens) is fully managed via environment variables.

Acceptance Criteria

  • S1 (Task Consumption): When an Issue is created in the Paperclip Dashboard, haih-agent detects it via the new client module and successfully moves it to an in-progress state.
  • S2 (Reasoning Loop Reporting): Upon completing a task, haih-agent issues an API call to Paperclip with a status: "completed" and attaches its granular reasoning explanation as an audit trail.
  • S3 (Self-Governance via Subtasks): If the agent determines a task is too complex, it leverages the Paperclip-Client to spawn subtasks directly into the project's Org Chart.

Dependencies

  • A running instance of the Paperclip API.
  • Secure access to the Paperclip API key within the haih-agent environment.