Home / llopresto87 / cypress · skills/knowledge-graph/SKILL.md · GitHub

knowledge-graph skillA

knowledge-graph is agent-read markdown (skill) from llopresto87/cypress: Build and maintain the project's knowledge graph — a tiered set of nodes under docs/graph/ that lets an agent load only the few facts a task needs instead of the whole codebase. Use when adopting a project, when a fact changes, when a node grows too large, or when a task should have matched a node's triggers and didn't. Enforces one home per fact (dedup), honest per-node budgets, cite-don't-fabricate, and a mechanical linter. The library wiki (docs/graph/libraries/) is a leaf tier of this graph,.

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

# knowledge-graph

The graph at `docs/graph/` is how a project stays legible when it no
longer fits in a context window. Each node is one subject; edges say
what a task must load with it; tiers bound the depth. An agent starts
at the router index and traverses (see `context-router`); this skill
is the discipline of *authoring and maintaining* what it traverses.

Scale is agnostic: a "subsystem" node may describe a package in a
single repo or a whole repo in a multi-repo program. The graph does
not privilege either shape — nodes describe subjects, and how many
repos those subjects span is a property of the project, not of the
method.

## Tiers

| Tier | What | Loaded |
|---|---|---|
| 0 | The kernel (`AGENTS.md` / `CLAUDE.md`) | Always, by the host tool |
| 1 | `docs/graph/index.md` — the router | Every task, first |
| 2 | `docs/graph/nodes/*.md` — one subject each | By traversal from the router |
| 3 | Detailed collections below `docs/graph/` | Only when a Tier-2 node names the leaf and the task needs it |

A Tier-2 node never loads another node's *content* by copying it. It
names the node id and lets the traversal do the work.

## The node contract
…

Read the whole file at its exact version.

How to install

Latest version
mdr add llopresto87/cypress/knowledge-graph@git:20260917.c81f94c
Exact content
mdr add llopresto87/cypress/knowledge-graph@sha256:778cdc991d2aeee5

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_tmyhfbu77vx3yynf.svg)](https://markdownregistry.com/a/art_tmyhfbu77vx3yynf)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260917.c81f94c latest2026-09-17 c81f94c 14,255 BA view · diff
git:20260915.df305672026-09-15 df30567 13,115 BA view · diff
git:20260909.e9c18962026-09-09 e9c1896 12,973 BA view · diff
git:20260906.53f845a2026-09-06 53f845a 11,313 BA view · diff
git:20260901.c8706d72026-09-01 c8706d7 9,087 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 (14255 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 · 43 stars · license MIT · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tmyhfbu77vx3yynf
GET https://markdownregistry.com/api/v1/resolve?ref=llopresto87/cypress/knowledge-graph
GET https://markdownregistry.com/api/v1/blob/778cdc991d2aeee56253f03b3ab23028529bbaf332d72bb51ef9d6956adb3b5c

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.

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Every file in llopresto87/cypress

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