goal_provider
Goal Alignment
Evaluates semantic overlap between original requests and current execution focus.
Features
Evidence-based drift detection using multiple pluggable providers. Every run scores nine independent signals and returns an explainable alignment report.
9 Evidence Providers
Evidence-based drift detection using multiple pluggable providers.
scope_provider
Scope
Detects feature creep or unauthorized expansion of the intended task.
execution_provider
Execution
Analyzes commit messages, edited files, and agent reasoning summaries against the goal.
file_graph_provider
File Graph
Tracks which files are being modified against the expected blast radius.
Constraints
Monitors explicit technical constraints and boundaries set in the initial prompt.
Architecture
Checks for unintended architectural changes or new systemic dependencies.
Dependencies
Monitors unexpected dependency changes to package.json, requirements.txt, pyproject.toml, and similar.
Requirement Coverage
Measures coverage of success criteria and ensures requirements are systematically addressed.
Problematic Findings
Flags known antipatterns, hidden rewrites, and risk patterns introduced during execution.