Intent and specification files

wiki/FunctionalRequirementsSpecification.md

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+# Infospace Bench Functional Requirements Specification V0.1
+
+## infospace-bench
+
+---
+
+## 1. System Overview
+
+infospace-bench is a **workspace and service** that enables users and systems to **create, develop, evaluate, inspect, and export structured knowledge spaces (“infospaces”)**.
+
+This FRS defines the **externally observable functional behavior** of the system.
+
+---
+
+## 2. Actors and Interfaces
+
+### 2.1 Primary Actors
+
+* **User (Human Operator)** working on knowledge projects
+* **Automation System (`atm`)** executing workflows on infospaces
+* **LLM Agent (`agt`)** contributing to knowledge generation and evaluation
+* **External Systems** consuming outputs or interacting with infospaces
+
+---
+
+### 2.2 System Interfaces
+
+* Workspace/project interface (CLI and/or service interface)
+* Programmatic API
+* File system and/or service-backed storage (abstracted)
+
+---
+
+## 3. Functional Requirements
+
+---
+
+## 3.1 Infospace Lifecycle Management
+
+### FR-001: Create Infospace
+
+**Description:**
+The system must allow creation of a new infospace.
+
+**Input:**
+
+* Infospace definition (name, configuration, initial parameters)
+
+**Output:**
+
+* Initialized infospace with identifier
+
+---
+
+### FR-002: Load Infospace
+
+The system must allow loading an existing infospace for interaction.
+
+---
+
+### FR-003: Update Infospace
+
+The system must allow modification of infospace configuration and content.
+
+---
+
+### FR-004: Delete Infospace
+
+The system must allow removal of an infospace.
+
+---
+
+## 3.2 Knowledge Population
+
+### FR-010: Add Knowledge Artifacts
+
+The system must allow adding knowledge artifacts (documents, entities, or content) to an infospace.
+
+---
+
+### FR-011: Modify Knowledge Artifacts
+
+The system must allow modification of existing artifacts within an infospace.
+
+---
+
+### FR-012: Remove Knowledge Artifacts
+
+The system must allow removal of artifacts from an infospace.
+
+---
+
+## 3.3 Structure and Organization
+
+### FR-020: Organize Knowledge
+
+The system must allow organizing artifacts within an infospace.
+
+---
+
+### FR-021: Maintain Relationships
+
+The system must allow defining and retrieving relationships between artifacts within an infospace.
+
+---
+
+## 3.4 Evaluation and Quality Assessment
+
+### FR-030: Evaluate Infospace
+
+The system must allow evaluation of an infospace.
+
+**Output:**
+
+* Evaluation results (e.g. quality indicators, scores, or assessments)
+
+---
+
+### FR-031: Evaluate Individual Artifacts
+
+The system must allow evaluation of individual artifacts within an infospace.
+
+---
+
+### FR-032: Provide Evaluation Results
+
+The system must provide structured evaluation outputs that can be inspected and reused.
+
+---
+
+## 3.5 Inspection and Exploration
+
+### FR-040: Inspect Infospace Structure
+
+The system must allow inspection of:
+
+* Structure
+* Relationships
+* Organization
+
+---
+
+### FR-041: Explore Knowledge Artifacts
+
+The system must allow exploration of artifacts and their connections.
+
+---
+
+### FR-042: Visualize Relationships
+
+The system must provide representations of relationships between artifacts.
+
+---
+
+## 3.6 Transformation and Generation
+
+### FR-050: Apply Transformations
+
+The system must allow applying transformations to infospace content.
+
+---
+
+### FR-051: Generate Knowledge Artifacts
+
+The system must allow generating new artifacts based on:
+
+* Existing content
+* Rules/templates
+* AI-assisted processes
+
+---
+
+### FR-052: Apply Batch Operations
+
+The system must allow transformations and generation across multiple artifacts.
+
+---
+
+## 3.7 Workflow Execution
+
+### FR-060: Execute Infospace Workflows
+
+The system must allow execution of workflows specific to an infospace.
+
+---
+
+### FR-061: Provide Workflow Results
+
+The system must provide outputs and results of workflow execution.
+
+---
+
+## 3.8 Export and Output
+
+### FR-070: Export Infospace
+
+The system must allow exporting an infospace.
+
+---
+
+### FR-071: Export Derived Artifacts
+
+The system must allow exporting generated or transformed outputs.
+
+---
+
+## 3.9 AI Interaction
+
+### FR-080: Support AI-Assisted Operations
+
+The system must allow AI agents to:
+
+* Generate content
+* Evaluate knowledge
+* Suggest modifications
+
+---
+
+### FR-081: Provide Context to AI
+
+The system must provide sufficient context for AI-assisted operations within an infospace.
+
+---
+
+## 3.10 Error Handling
+
+### FR-090: Provide Structured Errors
+
+The system must return structured error information for invalid operations.
+
+---
+
+### FR-091: Avoid Silent Failures
+
+The system must not silently ignore errors affecting results.
+
+---
+
+## 4. Functional Constraints
+
+* All operations must be scoped to a defined infospace
+* Functions must operate on structured knowledge artifacts
+* AI-assisted operations must be optional
+* System must not assume ownership of lower-level tooling or system infrastructure
+
+---
+
+## 5. Traceability
+
+| PRD Concept                 | FRS Coverage  |
+| --------------------------- | ------------- |
+| Infospace lifecycle         | FR-001–FR-004 |
+| Knowledge population        | FR-010–FR-012 |
+| Structure & relationships   | FR-020–FR-021 |
+| Evaluation & quality        | FR-030–FR-032 |
+| Inspection & visualization  | FR-040–FR-042 |
+| Transformation & generation | FR-050–FR-052 |
+| Workflow execution          | FR-060–FR-061 |
+| Export                      | FR-070–FR-071 |
+| AI interaction              | FR-080–FR-081 |
+
+---
+
+## 6. Acceptance Perspective
+
+The system satisfies this FRS when:
+
+* Infospaces can be created, modified, and inspected
+* Knowledge artifacts can be added, transformed, and evaluated
+* Relationships and structure are observable
+* Workflows produce reproducible outputs
+* AI-assisted operations function with appropriate context
+* Errors are explicit and traceable