validate-knowledge SKILL.md skillA

validate-knowledge from llopresto87/cypress is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add llopresto87/cypress/validate-knowledge@git:20260930.dd7591d

Pins git:20260930.dd7591d in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
llopresto87/cypress
Path
skills/validate-knowledge/SKILL.md
Versions recorded
4
Latest version
git:20260930.dd7591d, committed Sep 30, 2026
First version recorded
Aug 31, 2026
Size
6,233 bytes
Repository stars
121
License
MIT

Prove that a knowledge base actually works before trusting it — after building or adopting docs, a knowledge graph, or a wiki, verify it can orient a fresh agent and resist false premises. Use at the end of an adoption, after a large docs change, or before relying on the graph to route work. Two methods: clean-context test agents answering known-answer and adversarial questions, and enforcement tests that plant a violation and confirm the linter catches it. A smoke test proves code runs; this…

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

# validate-knowledge

Documentation you wrote is documentation you already believe. That is
exactly why you cannot validate it yourself: you fill every gap from
memory the reader won't have. A knowledge base is only proven when a
context that does *not* share your memory can use it to reach correct
answers, and when its own guard rails demonstrably catch violations.

This complements the code smoke test. A smoke test proves a snippet
runs; this proves the surrounding knowledge is correct, navigable, and
honest.

For version drift specifically (whether the library wiki's pins still
match the resolved dependencies), the complementary check is the
lightweight source-reconciliation pass in `research-and-ingest`; this
skill tests prose, not pin freshness.

## Method 1: clean-context test agents

Spawn agents with **no prior context** on the project and have them
answer questions using only the knowledge base. A fork of yourself
inherits your assumptions and passes a base a stranger would fail. Grade
the answers against ground truth you already know.

1. **Give them the entry point, not the answers.** Tell them to read the
   kernel and follow it, the same cold start a real session has.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add llopresto87/cypress/validate-knowledge@sha256:94da01b1a9d3abcc

The line at the top of this page pins the label git:20260930.dd7591d, 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_x6oaewgl5hhmccbc.svg)](https://markdownregistry.com/a/art_x6oaewgl5hhmccbc)

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

Versions

The registry has recorded 4 versions of this file, between Aug 31, 2026 and Sep 30, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
git:20260930.dd7591d latest2026-09-30 dd7591d 6,233 BA view · diff
git:20260915.df305672026-09-15 df30567 6,814 BA view · diff
git:20260901.c8706d72026-09-01 c8706d7 6,670 BA view · diff
git:20260831.6dde4342026-08-31 6dde434 6,179 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 (6233 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

llopresto87/cypress · 121 stars · license MIT · pushed 2026-10-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_x6oaewgl5hhmccbc
GET https://markdownregistry.com/api/v1/resolve?ref=llopresto87/cypress/validate-knowledge
GET https://markdownregistry.com/api/v1/blob/94da01b1a9d3abcc0d5e6094b0065009aa03d9cc854c292b60aaf2992a37e26d

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.

More from llopresto87/cypress

CLAUDE.md CLAUDE.md file
llopresto87/cypress · CLAUDE.md
git:20261014.eff8d56 · audit A · 121 stars
AGENTS.md@core AGENTS.md file
llopresto87/cypress · core/AGENTS.md
git:20261009.024beb7 · audit A · 121 stars
adopt-existing SKILL.md skill
llopresto87/cypress · skills/adopt-existing/SKILL.md · Source-first growth of an existing single- or multi-repository project into CYPRESS's unified docs/graph knowledge…
git:20261014.eff8d56 · audit A · 121 stars
adr-writer SKILL.md skill
llopresto87/cypress · skills/adr-writer/SKILL.md · Author an Architecture Decision Record that captures a non-obvious technical choice — its context, the decision, the…
git:20261006.fa6eac5 · audit A · 121 stars
brainstorm-internal SKILL.md skill
llopresto87/cypress · skills/brainstorm-internal/SKILL.md · The divergence technique CYPRESS applies to itself, with no user in the loop — generating genuinely distinct options…
git:20260930.dd7591d · audit A · 121 stars
brainstorm-socratic SKILL.md skill
llopresto87/cypress · skills/brainstorm-socratic/SKILL.md · The Socratic questioning technique that converges a vague goal — question selection, one-to-three-per-turn pacing, the…
git:20260930.dd7591d · audit A · 121 stars
context-router SKILL.md skill
llopresto87/cypress · skills/context-router/SKILL.md · Resolve the minimum set of knowledge-graph nodes needed for a task before reading any source file. Use at the start of…
git:20261009.25653b8 · audit A · 121 stars
grill-planner SKILL.md skill
llopresto87/cypress · skills/grill-planner/SKILL.md · The authoring discipline for the project's plan-of-record at docs/graph/plans/grill.md — what a worker filling any…
git:20260930.dd7591d · audit A · 121 stars
holistic-editing SKILL.md skill
llopresto87/cypress · skills/holistic-editing/SKILL.md · The discipline for any change, fix, refactor, or review whose unit of work is larger than a trivial one-liner. Use…
git:20261006.fa6eac5 · audit A · 121 stars
humanizer SKILL.md skill
llopresto87/cypress · skills/humanizer/SKILL.md · Draft or revise prose a person will read (documentation, README text, ADR and spec bodies, runbooks, pull-request…
git:20260930.dd7591d · audit A · 121 stars
knowledge-graph SKILL.md skill
llopresto87/cypress · skills/knowledge-graph/SKILL.md · Build and maintain the project's knowledge graph — a tiered set of nodes under docs/graph/ that lets an agent load only…
git:20261014.eff8d56 · audit A · 121 stars
library-wiki SKILL.md skill
llopresto87/cypress · skills/library-wiki/SKILL.md · Maintain a project-local, version-pinned wiki of every external dependency. Use whenever a new library is being added…
git:20261014.eff8d56 · audit A · 121 stars

Every file in llopresto87/cypress

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