From automated-assessment
Use when adding assessment checkpoints to a skill, evaluating checkpoint suitability, or generating checkpoint YAML from skill requirements. Activate on 'add checkpoints', 'generate checkpoints', or checkpoint schema tasks.
How this skill is triggered — by the user, by Claude, or both
Slash command
/automated-assessment:add-checkpointsThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Analyze a skill and generate appropriate `checkpoints.yaml` for the automated-assessment framework.
Analyze a skill and generate appropriate checkpoints.yaml for the automated-assessment framework.
/add-checkpoints # Analyze current skill directory
/add-checkpoints typo3-docs # Analyze a specific installed skill
/add-checkpoints --dry-run # Show what would be generated, don't write
checkpoints.yaml with mechanical checks and LLM reviewsscripts/run-checkpoints.sh against a sample project to verifyA skill is suitable for checkpoints if it defines:
A skill is NOT suitable if it only provides:
Report suitability with reasoning so the user can decide.
Extract from SKILL.md patterns like:
file_existsfile_not_exists or not_containscontains or regexjson_path or commandDerive from the skill's scope:
file_exists: ext_emconf.phpfile_exists: Dockerfilefile_exists: go.modfile_exists: .claude-plugin/plugin.jsonUse the skill's established prefix from references/migration-guide.md, or derive a 2-letter prefix from the skill name.
error: "must", "required", "never" → blocks releasewarning: "should", "recommended" → suggestioninfo: "consider", "nice to have" → optionalEach checkpoint records its predicted defect class and retirement condition as YAML comments. Caps at info if missing. See automated-assessment/references/calibration.md.
For subjective requirements that can't be mechanically verified:
domain: code-qualitydomain: documentationdomain: architectureGroup by domain, provide clear rubric prompts.
Generates checkpoints.yaml in the skill's directory following the schema at references/checkpoints-schema.md. Also creates a copy in the automated-assessment assets directory.
references/checkpoints-schema.mdreferences/migration-guide.mdassets/*-checkpoints.yaml (as examples)Creates, edits, and optimizes skills for Claude Code, including drafting, evaluating with test prompts, iterating on performance, and improving skill descriptions for better triggering accuracy.
npx claudepluginhub netresearch/claude-code-marketplace --plugin automated-assessment