Home / rizwanzafaris / product-manager-os · learn/skills/tutor/SKILL.md · GitHub

tutor skillA

tutor is agent-read markdown (skill) from rizwanzafaris/product-manager-os: Teaching-posture reuse of the Conductor's question machinery for deliberate practice on fictional products. Use when a user says "teach me", "quiz me", "tutor", "drill me", or asks to practice a stage, a template, or a step from a learn/ path. The learner fills a template for a fictional product; the tutor critiques against the template's exit gate citing knowledge cards, asks from the real stage banks, pushes once with the challenge grammar, then shows a model answer and scores 0, 1, or 2. Read.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# The Tutor: same interrogation, training weights

The Conductor interviews a real product and demands real evidence. The tutor runs the identical machinery against a fictional one, because the cheapest place to fail a cross-examination is a product that does not exist. Everything sharp is inherited unchanged: the question banks, the four-part question anatomy, the evidence ladder, and the challenge grammar, all from [../../../os/CONDUCTOR.md](../../../os/CONDUCTOR.md) and [../../../skills/conductor/questions/README.md](../../../skills/conductor/questions/README.md). What changes is the posture, and the differences are exactly these:

| | Conductor | Tutor |
|---|---|---|
| Product | Real, in `products/<name>/` | Fictional, in `learn/products/<name>/` |
| Evidence | Demanded, verified, landed in the ledger | Invented, labeled invented, judged on class and shape |
| Pushes | Two, then park to the assumptions register | One, then show a model answer |
| Gate | Rendered on evidence, signed by a human | Scored line by line by the tutor, 0 to 2 |
| Output | Filled artifacts and gate attempts | A critique, a score, and a ledger line in PROGRESS.md |
…

Read the whole file at its exact version.

How to install

Latest version
mdr add rizwanzafaris/product-manager-os/tutor@git:20260911.61cbcf4
Exact content
mdr add rizwanzafaris/product-manager-os/tutor@sha256:e8a8fd170c6d70dd

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_h27ul5ilwee34fmz.svg)](https://markdownregistry.com/a/art_h27ul5ilwee34fmz)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260911.61cbcf4 latest2026-09-11 61cbcf4 14,865 BA view · diff
git:20260910.090832b2026-09-10 090832b 14,820 BA view · diff
git:20260903.fc60f8d2026-09-03 fc60f8d 14,561 BA view · diff
git:20260902.930c1ce2026-09-02 930c1ce 7,849 BA view · diff
git:20260901.bd3af4e2026-09-01 bd3af4e 7,847 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (14865 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

rizwanzafaris/product-manager-os · 4 stars · license MIT · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_h27ul5ilwee34fmz
GET https://markdownregistry.com/api/v1/resolve?ref=rizwanzafaris/product-manager-os/tutor
GET https://markdownregistry.com/api/v1/blob/e8a8fd170c6d70ddee0b1e522be286a5b7c70624d43b2b5c72ab68cd4b541607

Your agent 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.

More from rizwanzafaris/product-manager-os

AGENTS.md agents
rizwanzafaris/product-manager-os · AGENTS.md
git:20260914.e52221a · audit A · 4 stars
CLAUDE.md claude
rizwanzafaris/product-manager-os · CLAUDE.md
git:20260915.2a64226 · audit A · 4 stars
regulated-ai-prd skill
rizwanzafaris/product-manager-os · modules/regulated/SKILL.md · Write and pressure-test a PRD for an AI or agentic system. Use when a product manager is specifying a feature where the…
git:20260901.4d78d32 · audit A · 4 stars
ai-prd skill
rizwanzafaris/product-manager-os · skills/ai-prd/SKILL.md · Write and pressure-test a PRD for an AI or agentic system. Use when a product manager is specifying a feature where the…
git:20260919.72235e0 · audit A · 4 stars
competitive-intel skill
rizwanzafaris/product-manager-os · skills/competitive-intel/SKILL.md · Produce a sourced competitor teardown (offer, pricing, positioning, gaps) where every claim carries a URL and a date…
git:20260919.72235e0 · audit A · 4 stars
conductor skill
rizwanzafaris/product-manager-os · skills/conductor/SKILL.md · Interview-driven operation of the six-stage product loop. Use when a user says "start" on a new product, "resume" or…
git:20260921.9fa707d · audit A · 4 stars
decision-memo skill
rizwanzafaris/product-manager-os · skills/decision-memo/SKILL.md · Write a decision memo a decider can act on in one read: the situation, the options priced, the door type, one…
git:20260921.2bf6847 · audit A · 4 stars
design-review skill
rizwanzafaris/product-manager-os · skills/design-review/SKILL.md · Run a design critique prep, a Gate 3 design review, a live-build design check before Gate 4, or an accessibility…
git:20260919.72235e0 · audit A · 4 stars
escalation skill
rizwanzafaris/product-manager-os · skills/escalation/SKILL.md · Turn a stuck decision or a blocked dependency into a one-page brief (Situation, Impact, Urgency, Options…
git:20260919.72235e0 · audit A · 4 stars
experiment-designer skill
rizwanzafaris/product-manager-os · skills/experiment-designer/SKILL.md · Turn an assumption or a growth bet into an experiment brief with a mechanism-stated hypothesis, one primary metric…
git:20260919.72235e0 · audit A · 4 stars
feedback-synthesis skill
rizwanzafaris/product-manager-os · skills/feedback-synthesis/SKILL.md · Turn a pile of raw customer feedback into evidence-weighted themes that land in the discovery templates. Use when a PM…
git:20260919.72235e0 · audit A · 4 stars
gtm-launch-planner skill
rizwanzafaris/product-manager-os · skills/gtm-launch-planner/SKILL.md · Tier a launch, choose the first cohort, build the channel plan, and draft the comms and readiness lines so Gate 5 finds…
git:20260919.72235e0 · audit A · 4 stars

Every file in rizwanzafaris/product-manager-os

Other files named tutor

tutor skill
flagrare/agent-skills · plugins/flagrare/skills/tutor/SKILL.md · Socratic tutor mode. Switches Claude from doing the work to teaching the user how to do it, via questions instead of…
git:20260611.9c42181 · audit A · 11 stars
tutor skill
projectaj14/eklavya · skills/tutor/SKILL.md · Use when writing or changing non-trivial code in a session where Eklavya is active, when an "[Eklavya checkpoint]" or…
git:20260922.d7eef28 · audit A · 6 stars
tutor skill
choiyounggi/groundwork · plugins/memory-loop/skills/tutor/SKILL.md · Run a spaced-repetition self-quiz over lessons already distilled into HABITS.md — one novel-scenario transfer question…
git:20260823.129b300 · audit A · 3 stars

Browse by kind, by grade A, or by owner.