finding-unknowns SKILL.md skillA

finding-unknowns from jpeetz/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jpeetz/agent-skills/finding-unknowns@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jpeetz/agent-skills
Path
skills/development/finding-unknowns/SKILL.md
Versions recorded
2
Latest version
v1.0.0, committed Sep 14, 2026
First version recorded
Aug 31, 2026
Size
4,879 bytes
Repository stars
16
License
none declared

Use when entering unfamiliar code or domain territory.

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

# Finding Unknowns — Meta-Cognitive Skill Suite

A collection of 11 meta-cognitive skills that make coding agents surface unknown unknowns before they get expensive. These skills teach agents to discover what they don't know, audit their own context, design better interfaces, and structure implementation for maximum reviewability.

Based on Thariq Shihipar's "finding your unknowns" techniques. Originally published by Neeeophytee at https://github.com/Neeeophytee/finding-unknowns-skills.

## Skills in This Suite

| Skill | Description |
|-------|-------------|
| **blindspot-pass** | Surface unknown unknowns before work starts — landmines, hidden context, quality calibration |
| **interview-me** | One-question-at-a-time targeted interview to resolve remaining ambiguity |
| **reference-hunt** | Extract semantics from existing code as specification, then reimplement |
| **implementation-plan** | Write plans ordered by likelihood of tweaking, not build order |
| **implementation-notes** | Log deviations from plan and discovered edge cases during a build |
| **pitch-packager** | Package work into a single review-ready document that gets fast approvals |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jpeetz/agent-skills/finding-unknowns@sha256:dcf6d828e304c893

The line at the top of this page pins the label v1.0.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_bgs7nkksedpqsnsr.svg)](https://markdownregistry.com/a/art_bgs7nkksedpqsnsr)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Aug 31, 2026 and Sep 14, 2026, about one every 14 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-14 5722530 4,879 BA view · diff
v1.0.02026-08-31 945bdcc 4,878 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (4879 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

jpeetz/agent-skills · 16 stars · license none declared · pushed 2026-10-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bgs7nkksedpqsnsr
GET https://markdownregistry.com/api/v1/resolve?ref=jpeetz/agent-skills/finding-unknowns
GET https://markdownregistry.com/api/v1/blob/dcf6d828e304c8933d2cd334ed7a83c1de5de9c6d2b67397905cd286b816141d

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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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