Reads input artifact(s) — codebase, planning session, refactor plan, or generic doc — and writes a tour-spec.json describing sections, embedded sources, cross-refs, quizzes, and external link maps. Use when the user wants a fresh learning guide built from source material; auto-hands-off to learning-guide:render. Trigger phrases — "create a learning guide for X", "make an interactive tour", "generate onboarding doc", "build a learning module".
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Analyze — Tour Spec Authoring
Read input artifact(s) and write a `tour-spec.json` that the renderer consumes. Hand off to `learning-guide:render` at the end.
## Trigger phrases
- "create a learning guide for X"
- "make an interactive tour"
- "generate onboarding doc"
- "build a learning module from this session"
## Inputs to collect from the user
1. **Source artifact path(s)** — required. One or more files/folders.
2. **Output directory** — default `<input-parent>/learning/`.
3. **Archetype hint** — optional; auto-detect with these rules:
- Filename ends `.observations.md` OR YAML frontmatter contains `session_date:` → `planning-session`.
- Input is a directory of source files with no obvious doc layer → `codebase`.
- Input contains "Phase 1", "Phase 2", "rollout", "blockers" structure → `refactor-plan`.
- Otherwise → `generic`.
4. **Language** — auto-detect from input text dominance; require >80% single-locale tokens to commit, otherwise default `en`. Always state the detected language and offer an override before drafting.
## Flow
1. **Resolve inputs.** Confirm path(s) and output dir before reading anything large. Reject non-existent paths.
…
The line at the top of this page pins the label git:20260630.f2104e5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_sboymsc6rap6oa7j
GET https://markdownregistry.com/api/v1/resolve?ref=dmitriyyukhanov/agent-plugins/analyze
GET https://markdownregistry.com/api/v1/blob/5336ad0627433e6e3a3ce14f72117d91d1de6970e8219544bc50e7fe2d088a29
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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