Graphify — Workflow

Overview

How the graphify skill works, step by step.

Source Workflow

Claude skill workflow.

Step-by-step Workflow

graphify — Workflow

Auto-generated from SKILL.md. The skill itself is the source of truth; this is a human-readable map of what it does and how it runs.

What it does & when to use

any input (code, docs, papers, images, videos) to knowledge graph. Use when user asks any question about a codebase, documents, or project content - especially if graphify-out/ exists, treat the question as a /graphify query.

How it works

Workflow outline (sections of SKILL.md):

  1. Usage
  2. What graphify is for
  3. What You Must Do When Invoked
  4. Interpreter guard for subcommands
  5. For --update (incremental re-extraction)
  6. For --cluster-only
  7. For /graphify query
  8. For /graphify path
  9. For /graphify explain
  10. For /graphify add
  11. For --watch
  12. For git commit hook
  13. For native CLAUDE.md integration
  14. Honesty Rules

Components

Single-file skill — all instructions live in SKILL.md.

Invoke

  • Slash: /graphify
  • Or a natural-language request matching the triggers above.

Source: SKILL.md in this directory.

Execution Logic

The skill executes when its trigger fires (slash command, natural-language match, or direct invocation). It reads its references, applies its rules, and produces the documented outputs.

Edge Cases

See the source skill's references/ and scripts/ folders for edge-case handling.

Failure Handling

A skill failure surfaces as a tool error or a partial output; never a silent skip. Re-run with --verbose (where applicable) for diagnostics.

Integration Notes

  • Claude — invoked via the Skill tool with skill: "graphify".
  • Codex — referenced from AGENTS.md if mirrored.
  • Antigravity — referenced from the workspace agent rules if mirrored.
  • HQ Project — listed on the landing page Skills section + post-login sidebar.
  • MD Project (md.sgnk.ai) — file rendered from Skills/Graphify/workflow.md.
  • Obsidian — file rendered with frontmatter + tags.

Usage Examples

Invoke via slash command or natural language matching the skill description.

Source: ~/.claude/skills/graphify/WORKFLOW.md