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Markitect Tool Functional Requirements Specification V0.1

markitect-tool


1. System Overview

markitect-tool is a markdown-native toolkit and CLI that enables users and systems to parse, validate, transform, query, and generate markdown-based knowledge artifacts.

This FRS defines the externally observable functional behavior of the system.


2. Actors and Interfaces

2.1 Primary Actors

  • User (Human Operator) via CLI (mkt)
  • Automation System (atm) via CLI or API
  • LLM Agent (agt) via API or CLI orchestration
  • External Systems integrating via programmatic interface

2.2 System Interfaces

  • CLI interface (mkt <command>)
  • Programmatic API (library usage)
  • File system (markdown documents and configuration files)

3. Functional Requirements


3.1 Markdown Parsing and Structuring

FR-001: Parse Markdown into Structured Representation

Description: The system must parse markdown documents into a structured, machine-interpretable representation.

Input:

  • Markdown file(s)

Output:

  • Structured representation (accessible via CLI/API)

FR-002: Preserve Structural Elements

The system must preserve:

  • Sections and headings
  • Metadata (e.g. frontmatter)
  • Content blocks

in the structured representation.


3.2 Schema Definition and Validation

FR-010: Define Schema from Input

The system must allow users to define or derive schemas from markdown documents.


FR-011: Validate Documents Against Schema

Input:

  • Markdown document(s)
  • Schema definition

Output:

  • Validation result indicating compliance or violations

FR-012: Report Validation Results

The system must provide:

  • Clear identification of violations
  • Location/context of errors

3.3 Transformation and Composition

FR-020: Transform Markdown Documents

The system must allow transformation of markdown documents based on defined rules or operations.


FR-021: Compose Documents from Multiple Sources

The system must support combining multiple markdown inputs into a single output document.


FR-022: Support Content Inclusion (Transclusion)

The system must allow content from one document to be included in another.


3.4 Query and Extraction

FR-030: Query Structured Content

The system must allow querying of structured representations of markdown documents.


FR-031: Extract Content Based on Criteria

Input:

  • Query parameters

Output:

  • Matching content or elements

3.5 Templating and Generation

FR-040: Generate Markdown from Templates

The system must generate markdown documents based on:

  • Input content
  • Templates and/or rules

FR-041: Support Rule-Based Generation

The system must allow generation driven by defined rules expressed in markdown or configuration.


FR-042: Support LLM-Assisted Generation

The system must support generation workflows that incorporate LLM-based processing.

(Note: LLM usage is optional and externally provided.)


3.6 Automation and Workflow Execution

FR-050: Execute Operations via CLI

The system must expose all core functions via CLI commands.


FR-051: Support Batch Processing

The system must allow operations to be applied to multiple documents in a single execution.


FR-052: Support Repeatable Workflows

The system must allow the same operation to be executed repeatedly with consistent results for identical inputs.


3.7 Configuration Handling

FR-060: Load Configuration

The system must load configuration from:

  • Files (e.g. project-level configuration)
  • Environment

FR-061: Apply Configuration to Operations

The system must apply configuration consistently across operations.


3.8 Caching and Incremental Processing

FR-070: Cache Processing Results

The system must store intermediate or final results to avoid redundant computation.


FR-071: Detect Changes

The system must detect changes in input data and reprocess only affected parts.


3.9 Error Handling

FR-080: Provide Structured Errors

The system must return structured error information for:

  • Invalid input
  • Schema violations
  • Execution failures

FR-081: Avoid Silent Failures

The system must not silently ignore errors that affect output correctness.


4. Functional Constraints

  • All functions must operate on markdown-based input/output
  • LLM-assisted functions must degrade gracefully when unavailable
  • Operations must not require persistent system infrastructure

5. Traceability

PRD Concept FRS Coverage
Structured markdown manipulation FR-001FR-022
Schema validation FR-010FR-012
Querying and extraction FR-030FR-031
Templating and generation FR-040FR-042
CLI and automation FR-050FR-052
Configuration FR-060FR-061
Efficiency via caching FR-070FR-071

6. Acceptance Perspective

The system satisfies this FRS when:

  • Each function can be invoked via CLI or API
  • Outputs match defined inputoutput expectations
  • Validation, transformation, and generation behaviors are observable and verifiable
  • Errors are explicit and traceable