supergraph SKILL.md skillA

supergraph from datit309/supergraph is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add datit309/supergraph/supergraph@git:20261015.757bcde

Pins git:20261015.757bcde in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
datit309/supergraph
Path
plugins/supergraph/SKILL.md
Versions recorded
5
Latest version
git:20261015.757bcde, committed Oct 15, 2026
First version recorded
May 13, 2026
Size
2,560 bytes
Repository stars
21
License
MIT

Meta-orchestrator — dispatches to the right skill for the task. Use before any non-trivial work.

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

# supergraph

Graph evidence uses `codebase-memory-mcp` scoped by `CBM_PROJECT`. Orientation
loads `get_architecture` aspects `overview`, `layers`, `boundaries`, `clusters`,
and `hotspots`, plus validated `hubs`, `bridges`, and `test-gaps` recipes. If
optional graph evidence is unavailable, label it unavailable and use Serena or
filesystem evidence.

Dispatch to the right skill. 1% rule: if it *might* apply, invoke it.

## Priority

1. User CLAUDE.md / AGENTS.md (highest)
2. This skill set
3. Default system behavior

## Dispatch Table

| User intent | Skill to invoke |
|-------------|----------------|
| "start", "begin", unclear scope | `/supergraph:analyze` |
| "plan", "lên kế hoạch", explicit plan request | `/supergraph:plan` |
| "implement", "build", "execute" (plan saved) | `/supergraph:execute` |
| "fix bug", "debug", "why failing" | `/supergraph:fix` |
| "test", "TDD", "add tests" | `/supergraph:tdd` |
| "refactor", "clean up", "reorganize" | `/supergraph:plan` (then execute) |
| integration/e2e tests, after unit green | `/supergraph:integration` |
| "done?", "verify", before commit/PR | `/supergraph:verify` |
| "review", "merge", "PR", before merge | `/supergraph:review` |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add datit309/supergraph/supergraph@sha256:9df316572526f2c0

The line at the top of this page pins the label git:20261015.757bcde, 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_7hdjhv4e3hf2ozqc.svg)](https://markdownregistry.com/a/art_7hdjhv4e3hf2ozqc)

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

Versions

The registry has recorded 5 versions of this file, between May 13, 2026 and Oct 15, 2026, about one every 39 days.

versioncommittedcommitsizeaudit
git:20261015.757bcde latest2026-10-15 757bcde 2,560 BA view · diff
git:20260826.57446532026-08-26 5744653 2,516 BA view · diff
git:20260710.52a3b742026-07-10 52a3b74 2,467 BA view · diff
git:20260514.6784d632026-05-14 6784d63 2,126 BA view · diff
git:20260513.d5313c02026-05-13 d5313c0 2,124 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 (2560 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

datit309/supergraph · 21 stars · license MIT · pushed 2026-10-22 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_7hdjhv4e3hf2ozqc
GET https://markdownregistry.com/api/v1/resolve?ref=datit309/supergraph/supergraph
GET https://markdownregistry.com/api/v1/blob/9df316572526f2c0de406709cb93703e9c99d2acdabf1b9688c125e60d8f85e9

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 datit309/supergraph

AGENTS.md@.opencode/plugins/supergraph AGENTS.md file
datit309/supergraph · .opencode/plugins/supergraph/AGENTS.md
git:20260706.3f5d0e0 · audit B · 21 stars
AGENTS.md AGENTS.md file
datit309/supergraph · AGENTS.md
git:20261022.c245456 · audit A · 21 stars
CLAUDE.md CLAUDE.md file
datit309/supergraph · CLAUDE.md
git:20261015.4c65c28 · audit A · 21 stars
AGENTS.md@plugins/supergraph AGENTS.md file
datit309/supergraph · plugins/supergraph/AGENTS.md
git:20261022.c245456 · audit A · 21 stars
CLAUDE.md@plugins/supergraph CLAUDE.md file
datit309/supergraph · plugins/supergraph/CLAUDE.md
git:20261015.4c65c28 · audit A · 21 stars
analyze SKILL.md skill
datit309/supergraph · plugins/supergraph/skills/analyze/SKILL.md · Risk analysis and approach selection before planning. Use when requirements are ambiguous, approaches vary, or work…
git:20260916.9261b03 · audit A · 21 stars
architecture SKILL.md skill
datit309/supergraph · plugins/supergraph/skills/architecture/SKILL.md · Proactive architecture review — explore codebase structure, generate a self-contained HTML report with Mermaid diagrams…
git:20260826.3720324 · audit A · 21 stars
browser-agent SKILL.md skill
datit309/supergraph · plugins/supergraph/skills/browser-agent/SKILL.md · Autonomous human-like browser control and professional QA/QC testing. Powered by agent-browser (Rust native CDP, zero…
git:20261015.5053f3b · audit C · 21 stars
caveman SKILL.md skill
datit309/supergraph · plugins/supergraph/skills/caveman/SKILL.md · Persistent token-compression mode (~75% reduction) — now always-on by default. Strips filler while keeping code exact.
git:20260827.dce0fb4 · audit A · 21 stars
database-migrations SKILL.md skill
datit309/supergraph · plugins/supergraph/skills/database-migrations/SKILL.md · Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across…
git:20260710.92fdf2f · audit A · 21 stars
design-taste-frontend SKILL.md skill
datit309/supergraph · plugins/supergraph/skills/design-taste-frontend/SKILL.md · Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right…
git:20260916.6b6ff2a · audit B · 21 stars
diagnose SKILL.md skill
datit309/supergraph · plugins/supergraph/skills/diagnose/SKILL.md · Structured 6-phase debugging. Build feedback loop first, reproduce deterministically, hypothesize with ranked…
git:20260710.bbe810d · audit A · 21 stars

Every file in datit309/supergraph

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