knowledge-graph SKILL.md skillA

knowledge-graph 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/knowledge-graph@git:20261014.eff8d56

Pins git:20261014.eff8d56 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
llopresto87/cypress
Path
skills/knowledge-graph/SKILL.md
Versions recorded
9
Latest version
git:20261014.eff8d56, committed Oct 14, 2026
First version recorded
Sep 1, 2026
Size
15,466 bytes
Repository stars
121
License
MIT

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…

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

# 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 fallback map | When the routed plan (`graph-lint.py --plan`) fails, stays empty or looks wrong |
| 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 names another node by id and lets the traversal load its
content.

## The node contract
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add llopresto87/cypress/knowledge-graph@sha256:799de3649c7594fe

The line at the top of this page pins the label git:20261014.eff8d56, 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_tmyhfbu77vx3yynf.svg)](https://markdownregistry.com/a/art_tmyhfbu77vx3yynf)

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

Versions

The registry has recorded 9 versions of this file, between Sep 1, 2026 and Oct 14, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20261014.eff8d56 latest2026-10-14 eff8d56 15,466 BA view · diff
git:20261001.6a329d02026-10-01 6a329d0 13,830 BA view · diff
git:20260930.dd7591d2026-09-30 dd7591d 13,762 BA view · diff
git:20260927.b4072312026-09-27 b407231 15,812 BA view · diff
git:20260917.c81f94c2026-09-17 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. 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 (15466 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_tmyhfbu77vx3yynf
GET https://markdownregistry.com/api/v1/resolve?ref=llopresto87/cypress/knowledge-graph
GET https://markdownregistry.com/api/v1/blob/799de3649c7594fe2ea0ae3851f6ab0b2a5897b2d94012dda6b1ff45e532ae65

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
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adopt-existing SKILL.md skill
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adr-writer SKILL.md skill
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brainstorm-internal SKILL.md skill
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brainstorm-socratic SKILL.md skill
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context-router SKILL.md skill
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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…
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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…
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humanizer SKILL.md skill
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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…
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Every file in llopresto87/cypress

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