explore SKILL.md skillA
explore from datit309/supergraph is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add datit309/supergraph/explore@git:20260929.89b73e6Pins git:20260929.89b73e6 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/skills/explore/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260929.89b73e6, committed Sep 29, 2026
- Size
- 2,824 bytes
- Repository stars
- 21
- License
- MIT
Deep codebase exploration, architectural research, and solution discovery. Use when investigating problems, understanding complex flows, or evaluating technical approaches without jumping straight into code mutation or TDD.
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:explore Investigate first. Understand deeply. No unwanted code modification. Announce: "🧭 /supergraph:explore — investigating codebase and tracing flows..." ## When to Use - Understanding an existing feature, module, or architecture - Tracing end-to-end request/event lifecycles (UI → BLoC/Service → API → DB) - Investigating bug symptoms before declaring a fix approach - Evaluating libraries, architectural options, or technical trade-offs - Onboarding to a new workspace or subsystem ## Workflow ### 1. Define Research Scope - **Subject**: What system, flow, or question is being investigated? - **Boundaries**: Known entry points, affected modules, or target concepts. - **Target Output**: Architecture overview, flow diagram, root cause analysis, or comparison matrix. ### 2. Semantic & Graph Discovery - **High-level map**: Use `get_architecture(project=CBM_PROJECT)` or `/zoom-out` to orient. - **Symbol / Route discovery**: Use Serena `find_symbol`, `get_symbols_overview` or Codebase Memory `search_graph`. - **Trace connections**: Use `trace_path` or Serena `find_referencing_symbols` / `find_implementations` to identify callers, callees, and data flow. …
Read the whole file at its exact version.
How to install
mdr add datit309/supergraph/explore@sha256:4e569fde949156c2The line at the top of this page pins the label git:20260929.89b73e6, 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.
[](https://markdownregistry.com/a/art_ml5qtml4rovsrqmt)
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Versions
The registry has recorded 1 version of this file, committed on Sep 29, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2824 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
datit309/supergraph · 21 stars · license MIT · pushed 2026-10-22 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_ml5qtml4rovsrqmt GET https://markdownregistry.com/api/v1/resolve?ref=datit309/supergraph/explore GET https://markdownregistry.com/api/v1/blob/4e569fde949156c2e24234cd115ccec6a91d13ad668014ad2146c4fc76fcca78
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
Every file in datit309/supergraph