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- <analysis_techniques>
- <overview>
- Heuristics for analyzing a codebase to extract reliable, user-facing documentation.
- This file contains technique checklists only—no tool instructions or invocations.
- </overview>
- <ui_ux_analysis_techniques>
- <technique name="component_discovery">
- <description>Find and analyze UI components and their interactions</description>
- <heuristics>
- <rule>Start from feature or route directories and enumerate components related to the requested topic.</rule>
- <rule>Differentiate container vs presentational components; note composition patterns.</rule>
- <rule>Trace inputs/outputs: props, state, context, events, and side effects.</rule>
- <rule>Record conditional rendering that affects user-visible states.</rule>
- </heuristics>
- <evidence_to_collect>
- <item>Primary components and responsibilities.</item>
- <item>Props/state/context that change behavior.</item>
- <item>High-level dependency/composition map.</item>
- </evidence_to_collect>
- </technique>
- <technique name="style_analysis">
- <description>Analyze styling and visual elements</description>
- <heuristics>
- <rule>Identify design tokens and utility classes used to drive layout and state.</rule>
- <rule>Capture responsive behavior and breakpoint rules that materially change UX.</rule>
- <rule>Document visual affordances tied to state (loading, error, disabled).</rule>
- </heuristics>
- <evidence_to_collect>
- <item>Key classes/selectors influencing layout/state.</item>
- <item>Responsive behavior summary and breakpoints.</item>
- </evidence_to_collect>
- </technique>
- <technique name="user_flow_mapping">
- <description>Map user interactions and navigation flows</description>
- <analysis_areas>
- <area>Route definitions and navigation</area>
- <area>Form submissions and validations</area>
- <area>Button clicks and event handlers</area>
- <area>State changes and UI updates</area>
- <area>Loading and error states</area>
- </analysis_areas>
- <heuristics>
- <rule>Outline entry points and expected outcomes for each primary flow.</rule>
- <rule>Summarize validation rules and failure states the user can encounter.</rule>
- <rule>Record redirects and deep-link behavior relevant to the feature.</rule>
- </heuristics>
- <evidence_to_collect>
- <item>Flow diagrams or bullet sequences for main tasks.</item>
- <item>Validation conditions and error messages.</item>
- <item>Navigation transitions and guards.</item>
- </evidence_to_collect>
- </technique>
- <technique name="user_feedback_analysis">
- <description>Analyze how the system communicates with users</description>
- <elements_to_find>
- <element>Error messages and alerts</element>
- <element>Success notifications</element>
- <element>Loading indicators</element>
- <element>Tooltips and help text</element>
- <element>Confirmation dialogs</element>
- <element>Progress indicators</element>
- </elements_to_find>
- <heuristics>
- <rule>Map message triggers to the user actions that cause them.</rule>
- <rule>Capture severity, persistence, and dismissal behavior.</rule>
- <rule>Note localization or accessibility considerations in messages.</rule>
- </heuristics>
- <evidence_to_collect>
- <item>Catalog of messages with purpose and conditions.</item>
- <item>Loading/progress patterns and timeouts.</item>
- </evidence_to_collect>
- </technique>
- <technique name="accessibility_analysis">
- <description>Check for accessibility features and compliance</description>
- <accessibility_checks>
- <check>ARIA labels and roles</check>
- <check>Keyboard navigation support</check>
- <check>Screen reader compatibility</check>
- <check>Focus management</check>
- <check>Color contrast considerations</check>
- </accessibility_checks>
- <heuristics>
- <rule>Confirm interactive elements have clear focus and labels.</rule>
- <rule>Describe keyboard-only navigation paths for core flows.</rule>
- </heuristics>
- <evidence_to_collect>
- <item>Accessibility gaps affecting task completion.</item>
- </evidence_to_collect>
- </technique>
- <technique name="responsive_design_analysis">
- <description>Analyze responsive design and mobile experience</description>
- <analysis_points>
- <point>Breakpoint definitions</point>
- <point>Mobile-specific components</point>
- <point>Touch event handlers</point>
- <point>Viewport configurations</point>
- <point>Media queries</point>
- </analysis_points>
- <heuristics>
- <rule>Summarize layout changes across breakpoints that alter workflow.</rule>
- <rule>Note touch targets and gestures required on mobile.</rule>
- </heuristics>
- <evidence_to_collect>
- <item>Table of key differences per breakpoint.</item>
- </evidence_to_collect>
- </technique>
- </ui_ux_analysis_techniques>
- <code_analysis_techniques>
- <technique name="entry_point_analysis">
- <description>Understand feature entry points and control flow</description>
- <steps>
- <step>Identify main functions, controllers, or route handlers.</step>
- <step>Trace execution and decision branches.</step>
- <step>Document input validation and preconditions.</step>
- </steps>
- <evidence_to_collect>
- <item>Entry points list and short purpose statements.</item>
- <item>Decision matrix or flow sketch.</item>
- </evidence_to_collect>
- </technique>
- <technique name="api_extraction">
- <description>Extract API specifications from code</description>
- <patterns>
- <pattern type="rest">
- <extraction>
- <item>HTTP method and route path</item>
- <item>Path/query parameters</item>
- <item>Request/response schemas</item>
- <item>Status codes and error bodies</item>
- </extraction>
- </pattern>
- <pattern type="graphql">
- <extraction>
- <item>Schema and input types</item>
- <item>Resolvers and return types</item>
- <item>Field arguments and constraints</item>
- </extraction>
- </pattern>
- </patterns>
- </technique>
- <technique name="dependency_mapping">
- <description>Map dependencies and integration points</description>
- <analysis_points>
- <point>Imports and module boundaries</point>
- <point>Package and runtime dependencies</point>
- <point>External API/SDK usage</point>
- <point>DB connections and migrations</point>
- <point>Messaging/queue/event streams</point>
- <point>Filesystem or network side effects</point>
- </analysis_points>
- <evidence_to_collect>
- <item>Dependency graph summary and hot spots.</item>
- <item>List of external integrations and auth methods.</item>
- </evidence_to_collect>
- </technique>
- <technique name="data_model_extraction">
- <description>Extract data models, schemas, and type definitions</description>
- <sources>
- <source type="typescript">
- <patterns>- interfaces, types, classes, enums</patterns>
- </source>
- <source type="database">
- <patterns>- Schema definitions, migration files, ORM models</patterns>
- </source>
- <source type="validation">
- <patterns>- JSON Schema, Joi/Yup/Zod schemas, validation decorators</patterns>
- </source>
- </sources>
- <evidence_to_collect>
- <item>Canonical definitions and field constraints.</item>
- <item>Entity relationships and ownership.</item>
- </evidence_to_collect>
- </technique>
- <technique name="business_logic_extraction">
- <description>Identify and document business rules</description>
- <indicators>
- <indicator>Complex conditionals</indicator>
- <indicator>Calculation functions</indicator>
- <indicator>Validation rules</indicator>
- <indicator>State machines</indicator>
- <indicator>Domain-specific constants and algorithms</indicator>
- </indicators>
- <documentation_focus>
- <focus>Why the logic exists (business need)</focus>
- <focus>When the logic applies (conditions)</focus>
- <focus>What the logic does (transformation)</focus>
- <focus>Edge cases and invariants</focus>
- <focus>Impact of changes</focus>
- </documentation_focus>
- </technique>
- <technique name="error_handling_analysis">
- <description>Document error handling and recovery</description>
- <analysis_areas>
- <area>try/catch blocks and error boundaries</area>
- <area>Custom error classes and codes</area>
- <area>Logging, fallbacks, retries, circuit breakers</area>
- </analysis_areas>
- <evidence_to_collect>
- <item>Error taxonomy and user-facing messages.</item>
- <item>Recovery/rollback strategies and timeouts.</item>
- </evidence_to_collect>
- </technique>
- <technique name="security_analysis">
- <description>Identify security measures and vulnerabilities</description>
- <security_checks>
- <check category="authentication">JWT, sessions, OAuth, API keys</check>
- <check category="authorization">RBAC, permission checks, ownership validation</check>
- <check category="data_protection">Encryption, hashing, sensitive data handling</check>
- <check category="input_validation">Sanitization and injection prevention</check>
- </security_checks>
- <evidence_to_collect>
- <item>Threat surfaces and mitigations relevant to the feature.</item>
- </evidence_to_collect>
- </technique>
- <technique name="performance_analysis">
- <description>Identify performance factors and optimization opportunities</description>
- <analysis_points>
- <point>Expensive loops/algorithms</point>
- <point>DB query patterns (e.g., N+1)</point>
- <point>Caching strategies</point>
- <point>Concurrency and async usage</point>
- <point>Batching and resource pooling</point>
- <point>Memory management and object lifetimes</point>
- </analysis_points>
- <metrics_to_document>
- <metric>Time/space complexity</metric>
- <metric>DB query counts</metric>
- <metric>API response times</metric>
- <metric>Memory usage</metric>
- <metric>Concurrency handling</metric>
- </metrics_to_document>
- </technique>
- <technique name="test_coverage_analysis">
- <description>Assess test coverage at a useful granularity</description>
- <test_types>
- <type name="unit">
- <analysis>Function-level coverage and edge cases</analysis>
- </type>
- <type name="integration">
- <analysis>Workflow coverage and contract boundaries</analysis>
- </type>
- <type name="api">
- <analysis>Endpoint success/failure paths and schemas</analysis>
- </type>
- </test_types>
- <evidence_to_collect>
- <item>List of critical behaviors missing tests.</item>
- </evidence_to_collect>
- </technique>
- <technique name="configuration_extraction">
- <description>Extract configuration options and their impacts</description>
- <configuration_sources>
- <source>.env files, config files, CLI args, feature flags</source>
- </configuration_sources>
- <documentation_requirements>
- <requirement>Default values and valid ranges</requirement>
- <requirement>Behavioral impact of each option</requirement>
- <requirement>Dependencies between options</requirement>
- <requirement>Security implications</requirement>
- </documentation_requirements>
- </technique>
- </code_analysis_techniques>
- <workflow_analysis>
- <technique name="user_journey_mapping">
- <description>Map user workflows through the feature</description>
- <steps>
- <step>Identify entry points (UI, API, CLI)</step>
- <step>Trace user actions and decision points</step>
- <step>Map data transformations</step>
- <step>Identify outcomes and completion criteria</step>
- </steps>
- <deliverables>
- <deliverable>Flow diagrams, procedures, decision trees, state diagrams</deliverable>
- </deliverables>
- </technique>
- <technique name="integration_flow_analysis">
- <description>Document integration with other systems</description>
- <integration_types>
- <type>Sync API calls, async messaging, events, batch processing, streaming</type>
- </integration_types>
- <documentation_focus>
- <focus>Protocols, auth, error handling, data transforms, SLAs</focus>
- </documentation_focus>
- </technique>
- </workflow_analysis>
- <metadata_extraction>
- <technique name="version_compatibility">
- <description>Summarize version constraints and compatibility</description>
- <sources>
- <source>package manifests, READMEs, migration guides, breaking changes docs</source>
- </sources>
- <evidence_to_collect>
- <item>Minimum/recommended versions and notable constraints.</item>
- </evidence_to_collect>
- </technique>
- <technique name="deprecation_tracking">
- <description>Track deprecations and migrations</description>
- <indicators>
- <indicator>Explicit deprecation notices and TODO markers</indicator>
- <indicator>Legacy code paths and adapters</indicator>
- </indicators>
- <documentation_requirements>
- <requirement>Deprecation date and removal timeline</requirement>
- <requirement>Migration path and alternatives</requirement>
- </documentation_requirements>
- </technique>
- </metadata_extraction>
- <quality_indicators>
- <indicator name="documentation_completeness">
- <checks>
- <check>Public APIs documented with inputs/outputs and errors</check>
- <check>Examples for complex features</check>
- <check>Error scenarios covered with recovery guidance</check>
- <check>Config options explained with defaults and impacts</check>
- <check>Security considerations addressed</check>
- </checks>
- </indicator>
- <indicator name="code_quality_metrics">
- <metrics>
- <metric>Cyclomatic complexity</metric>
- <metric>Code duplication</metric>
- <metric>Test coverage and gaps</metric>
- <metric>Documentation coverage for user-visible behaviors</metric>
- <metric>Known technical debt affecting UX</metric>
- </metrics>
- </indicator>
- </quality_indicators>
- </analysis_techniques>
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