finding-unknowns

finding-unknowns is a plugin for Claude Code from baizhiyuan/finding-unknowns-skill. Its manifest loads nothing; the 1 skill, 4 commands, 4 agents it bundles cost 493 tokens per session together, scanned A, original, MIT.

A plugin for finding unknowns: facts, risks, or questions that may be missed before or during implementation.

In plain words
What is it for?
Use it for unknowns reviews, interviews, prototypes, notes, plans, quizzes, and a tracked ledger of open uncertainties.
Why use it?
It helps expose blind spots and unresolved assumptions before they become expensive changes or failures.

Plugin for Claude Code

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Claude Code
/plugin marketplace add baizhiyuan/finding-unknowns-skill
agentmods
npx agentmods add plugins/baizhiyuan/finding-unknowns-skill/finding-unknowns-skill
Clone the repo
git clone --depth 1 https://github.com/baizhiyuan/finding-unknowns-skill

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for finding-unknowns

README.md
[![agentmods](https://agentmods.dev/badge/plugins/baizhiyuan/finding-unknowns-skill/finding-unknowns-skill.svg)](https://agentmods.dev/plugins/baizhiyuan/finding-unknowns-skill/finding-unknowns-skill)
Your own site
<a href="https://agentmods.dev/plugins/baizhiyuan/finding-unknowns-skill/finding-unknowns-skill"><img src="https://agentmods.dev/badge/plugins/baizhiyuan/finding-unknowns-skill/finding-unknowns-skill.svg" alt="Measured on agentmods" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 1 skill, 4 commands, 4 agents cost 493 tokens a session between them.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

finding-unknowns scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude-plugin/plugin.json · 9 lines

What it actually says

{
  "name": "finding-unknowns",
  "description": "Surface your unknowns (unknown unknowns / unknown knowns) before, during, and after implementation — eight lightweight techniques, Cartographer mode (a quadrant-coverage-gated, regret-weighted interview backed by a lifecycle-persistent unknowns ledger), and four companion agents: blindspot-scout, prototype-smith, ledger-keeper, quiz-master.",
  "version": "3.7.0",
  "author": { "name": "baizhiyuan" },
  "homepage": "https://github.com/baizhiyuan/finding-unknowns-skill",
  "license": "MIT"
}
Contents

What it installs

The manifest is a name and a version. 1 skill, 4 commands, 4 agents travel with it, and installing the plugin installs all of them — 493 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Files

What ships with it

1 file beside plugin.json in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 9 lines scan A 6dd833a2d218

Subscribe to this mod's changes

finding-unknowns is a plugin published in the GitHub repository baizhiyuan/finding-unknowns-skill (5 stars, last pushed 1mo ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other plugins, from other repositories

prompt-refiner

Hybrid prompt linter — deterministic Node detector for 18 of 20 rules plus an LLM model layer for PR003, PR009, and semantic cases of PR002, PR005, and PR010. Lint, don't rewrite. Markdown or JSON output, suppression comments, baseline mode, conformance corpus (25 cases), CI recipes. Never imposes a framework, never…

HenrikBrehm/prompt-refiner-skill · not measured

antimicrobial-resistance-scientist

Reasons from MIC distributions, ECOFFs, and phenotype–genotype concordance through EUCAST/CLSI AST, CARD/RGI and AMRFinderPlus resistomes, GLASS/WHONET/NARMS surveillance, carbapenemase/ESBL/MRSA mechanism panels, and heteroresistance PAP while treating breakpoint mixing, genotype-without-phenotype overclaim…

K-Dense-AI/scientific-agents · not measured

milestone-driver

Drives a GitHub milestone to completion: triages each issue for design gaps + dependency order up front, then for each buildable issue finds the root cause (or parks it), dispatches a TDD implementer subagent, runs unit + E2E tests + code review, opens a PR, and auto-merges issues on CI green. The whole loop sits…

kenmulford/milestone-driver · not measured

motion-design-skills

Motion design fundamentals, engines, and brand elements as installable skills for AI coding agents — timing, typography, color, composition, After Effects, Remotion, logos, and backgrounds.

iart-ai/motion-design-skills · not measured

sharp-edges

Identify error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes.

stefaniuk/loadout · not measured

artifact-organizer

Generate self-contained HTML pages for diagrams, slides, tables, architecture overviews, and visual explanations. LLM emits semantic JSON; renderer produces HTML.

keepYaoung/artifact-organizer · not measured