MCPInstall

add-checkpoints

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.

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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/netresearch/automated-assessment-skill --skill add-checkpoints
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads add-checkpoints automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Add Checkpoints to a Skill

Analyze a skill and generate appropriate checkpoints.yaml for the automated-assessment framework.

Command

/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

Workflow

  1. Locate the skill — find SKILL.md, references/, scripts/, assets/
  2. Analyze suitability — determine if checkpoints make sense (see criteria below)
  3. Extract requirements — parse SKILL.md for verifiable rules and patterns
  4. Generate checkpoints — create checkpoints.yaml with mechanical checks and LLM reviews
  5. Add preconditions — determine which project types this skill applies to
  6. Validate — ${CLAUDE_PLUGIN_ROOT}/skills/automated-assessment/scripts/validate-checkpoints.sh, then ${CLAUDE_PLUGIN_ROOT}/skills/automated-assessment/scripts/run-checkpoints.sh on a sample project. Treat its warnings as findings: they name the defect classes below. A blocked result means the runner refused the command — the checkpoint never ran, so it is a defect in your YAML, not in the sample project.
  7. Report — explain what was generated and why, or why checkpoints don't fit

Suitability Criteria

A skill is suitable for checkpoints if it defines:

  • File structure requirements (directories, config files, manifests)
  • Content patterns (must contain X, must not contain Y)
  • Naming conventions (prefixes, suffixes, case rules)
  • Tool configurations (PHPStan level, linter rules, CI steps)
  • Metadata standards (license, author, version format)

A skill is NOT suitable if it only provides:

  • Conceptual guidance without verifiable outputs
  • Interactive workflows with no persistent artifacts
  • Runtime behavior patterns (performance, caching strategies)

Report suitability with reasoning.

Checkpoint Generation Rules

Mechanical Checks

Extract from SKILL.md patterns like:

  • "must exist" / "required" → file_exists
  • "must not" / "never" / "avoid" → file_not_exists or not_contains
  • "must contain" / "should have" → contains or regex
  • Version/format constraints → json_path or command

Preconditions

Derive from the skill's scope:

  • TYPO3 extensions → file_exists: ext_emconf.php
  • Docker projects → file_exists: Dockerfile
  • Go projects → file_exists: go.mod
  • Skill repos → file_exists: .claude-plugin/plugin.json
  • Universal (any project) → no preconditions

ID Convention

Use the skill's established prefix from ../automated-assessment/references/migration-guide.md, or derive a 2-letter prefix from the skill name.

Severity Assignment

  • error: "must", "required", "never" → blocks release
  • warning: "should", "recommended" → suggestion
  • info: "consider", "nice to have" → optional

The three defect classes — check every generated checkpoint against them

A checkpoint that reports something untrue is worse than no checkpoint. Three shapes do that, all found in the shipped estate, none of them visibly wrong in the YAML. Full evidence and correct spellings: ../automated-assessment/references/checkpoints-schema.md → "Three defect classes that make a checkpoint misreport".

  1. Vendor leakage — a find, file_exists glob or precondition with no exclusion for vendor/, node_modules/, .Build/. The runner's auto-exclude covers ONLY glob targets of content checks; everywhere else the exclusion is yours to write. One leaking precondition ran all 14 typo3-ckeditor5 checks against an extension with no RTE code.
  2. Skill-relative script path — bash scripts/check-foo.sh. A checkpoint runs from the repository under test, where the skill's scripts/ does not exist, and the allowlist rejects path-prefixed commands anyway. Inline the logic (php -r '...' for anything non-trivial); keep the shipped script as the human entry point.
  3. Pipe-into-head exit trap — ... | head -1 && echo ... && exit 1 || exit 0 reports a failure on every project, because head exits 0 on empty input. Let the exit status come from the match (grep -q, or regex_not with no command at all).

Calibration Anchor

Each checkpoint records its predicted defect class and retirement condition as YAML comments. Caps at info if missing. See automated-assessment/references/calibration.md.

LLM Reviews

Only for what no command can decide. A prompt opening a line with a command belongs in mechanical; keep both halves only with # mechanical-counterpart: <ID>.

  • Code quality judgments → domain: code-quality
  • Documentation completeness → domain: documentation
  • Architecture decisions → domain: architecture

Output

Generates checkpoints.yaml in the skill's directory (schema: ../automated-assessment/references/checkpoints-schema.md), plus a copy in the assets directory.

References

  • Schema: ../automated-assessment/references/checkpoints-schema.md
  • Migration guide: ../automated-assessment/references/migration-guide.md
  • Existing checkpoints: assets/*-checkpoints.yaml (as examples)

FAQ

What does the add-checkpoints skill do?

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 do I install add-checkpoints?

Run npx skills add https://github.com/netresearch/automated-assessment-skill --skill add-checkpoints in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/add-checkpoints/ (personal) or .claude/skills/add-checkpoints/ (project).

Which AI agents can use add-checkpoints?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is add-checkpoints safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains add-checkpoints?

It is published by netresearch in netresearch/automated-assessment-skill. It has 76 recorded installs.

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