Ground acceptance criteria against codebase evidence and recall with citations.
npx skills add https://github.com/paulingham/.claude --skill spec-grounding
Please help me install this Agent Skill. Skill: spec-grounding Source: https://github.com/paulingham/.claude/tree/main/skills/spec-grounding Command: npx skills add https://github.com/paulingham/.claude --skill spec-grounding
Ground raw acceptance criteria against codebase evidence and recall to verify that plans are grounded in verifiable sources.
Run the grounding workflow by supplying the intake ACs and the repository root to the grounding helper to produce a spec-grounding.md report.
High-intent search queries and answers about installing and using this skill.
Grounding acceptance criteria involves verifying raw ACs against codebase evidence by traversing up to 5000 files in large monorepos. The Skill reads intake.md and outputs a spec-grounding.md report containing per-AC citations and a final verdict.
When acceptance criteria lack grounding evidence, the Skill detects these grounding gaps and flags them in the spec-grounding.md report. This highlights missing evidence to enable necessary architect review before proceeding.
Yes, recall integration is optionally supported to verify acceptance criteria grounding by setting the CLAUDE_RECALL_DB_PATH environment variable. This supplements codebase traversal to recall evidence and generate grounded ACs.
When contradictions exist between acceptance criteria, the grounding process flags them for non-blocking advisory guidance. This helps architects review conflicting ACs without halting the overall codebase grounding workflow.
Codebase grounding works for large monorepos by applying bounded traversal to read up to 5000 files. This constrains the search scope while extracting sufficient evidence to generate grounded acceptance criteria and identify gaps.
EstomDefine structured feature specifications with EARS requirements and Given/When/Then acceptance criteria.
AsiaOstrichMap acceptance criteria to tests and generate a traceability matrix.
trycompaiConfigure Better Auth for TypeScript projects with database adapters and environment variables.
brand6Audit test evidence and QA documents for coverage, readiness, and traceability.
