Detect design documentation drift by extracting assertions and verifying codebase alignment.
npx skills add https://github.com/n0rvyn/indie-toolkit --skill design-drift
Please help me install this Agent Skill. Skill: design-drift Source: https://github.com/n0rvyn/indie-toolkit/tree/main/dev-workflow/skills/design-drift Command: npx skills add https://github.com/n0rvyn/indie-toolkit --skill design-drift
Detects and surfaces mismatches between a project's design documentation and its codebase to replace manual, ad-hoc checks with a structured audit that highlights aligned, drifted, partial, and unresolved assertions.
Check for design drift across the repository and trace any flagged call flows to produce a consolidated drift report.
High-intent search queries and answers about installing and using this skill.
To detect design drift, you can extract assertions from standardized project docs and verify implementation alignment. This Skill dispatches auditor agents to check the code, categorizes findings as aligned, drifted, partial, or unresolved, and surfaces remediation recommendations.
Assertion extraction mechanically parses standardized design documents to derive verification assertions and maps them to code checks. This replaces manual, ad-hoc reviews with a structured audit that dispatches agents to validate implementation alignment.
Yes, you can run focused code audits by category or specific document instead of a full scan. This allows targeted verification of implementation alignment and optional flow-trace follow-ups for specific call chains.
Flow tracing validates call chains by producing hop-by-hop traces with file:line references. You need it as a follow-up when design drift detection flags mismatches, allowing you to pinpoint exactly where the code diverges from the design docs.
Yes, standardized design documents are required. The Skill mechanically extracts verification assertions from these docs and maps them to code checks, so projects without standardized documentation cannot be audited for implementation alignment.
The Skill handles truncated agent runs by aggregating available summary statistics and surfacing partial results. It provides repair recommendations or decision-point prompts for user approval, ensuring you still get actionable drift status counts.
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