Wednesday, February 11, 2026
📜 The Story That Woke Up
Thursday, February 5, 2026
🧠Agent Template Requirements (v0.1)
Overview
This document defines the foundational requirements for a
modular, extensible agent template — designed to support AI-guided workflows
with web interaction, local file I/O, and memory integration. The agent will
serve as a scaffold for building more complex cognitive systems (e.g., Igor)
and will be designed with security, modularity, and introspectability in mind.
Core Capabilities
1. Web Interaction Layer ("Hands")
- Use Selenium
(or optionally Pywinauto) to:
- Navigate
and interact with web pages
- Simulate
user actions (clicks, typing, scrolling)
- Handle
dynamic content and form submissions
- Optional:
Extend to native Windows apps via Pywinauto
2. Local File I/O (Sandboxed)
- Read
and write files within a restricted directory tree
- Support:
- Reading
structured files (e.g., JSON, CSV)
- Writing
AI-generated outputs (e.g., reports, logs)
- Triggering
downloads via browser automation
- Enforce
path whitelisting or containerized sandboxing
3. JSON Chunking for Upstream AI
- Parse
local JSON files
- Break
into semantically meaningful chunks
- Stream
or batch-send to upstream AI for processing
- Preserve
context and traceability of source data
4. File Download Handling
- Detect
and manage downloads initiated by AI (e.g., via browser or direct link)
- Store
in designated sandboxed directory
- Log
metadata (source, timestamp, file type)
5. Memory and Database Integration
- Support
plug-and-play memory backends:
- Relational
(e.g., SQLite, Postgres)
- Vector
(e.g., Chroma, Weaviate)
- Key-value
(e.g., Redis, DuckDB)
- Enable:
- Episodic
memory (interaction logs, state snapshots)
- Semantic
memory (facts, concepts, embeddings)
- Guiding
principles (core cognitive habits)
Optional / Future Layers (for consideration)
|
Layer |
Description |
|
Logging + Replay |
Full trace of actions, inputs, outputs, and memory access |
|
Capsule Execution Framework |
Modular, composable task units with pause/resume/debug |
|
Error Recovery |
Retry logic, fallback strategies, and exception handling |
|
Prompt Guardrails |
Sanitize inputs/outputs to prevent prompt injection |
|
Memory Access Tracing |
Track which memories were read/written per task |
|
Task Orchestration |
Queueing, scheduling, and multi-agent coordination |
|
Authentication Management |
Secure credential handling and session persistence |
|
Human-in-the-Loop Hooks |
Manual override, approvals, or feedback injection |
Design Principles
- Modularity:
Each capability should be encapsulated in a reusable capsule or module
- Security:
File and web access must be sandboxed and auditable
- Transparency:
All actions should be logged and explainable
- Extensibility:
Designed to evolve with Igor’s growing cognitive architecture
