ZaneL1u/gsd-graphify

<cursor_skill_adapter>

A. Skill Invocation

• This skill is invoked when the user mentions gsd-graphify or describes a task matching this skill.
• Treat all user text after the skill mention as {{GSD_ARGS}}.
• If no arguments are present, treat {{GSD_ARGS}} as empty.

B. User Prompting

When the workflow needs user input, prompt the user conversationally:

• Present options as a numbered list in your response text
• Ask the user to reply with their choice
• For multi-select, ask for comma-separated numbers

C. Tool Usage

Use these Cursor tools when executing GSD workflows:

• Shell for running commands (terminal operations)
• StrReplace for editing existing files
• Read, Write, Glob, Grep, Task, WebSearch, WebFetch, TodoWrite as needed

D. Subagent Spawning

When the workflow needs to spawn a subagent:

• Use Task(subagent_type="generalPurpose", ...)
• The model parameter maps to Cursor's model options (e.g., "fast") </cursor_skill_adapter>

STOP -- DO NOT READ THIS FILE. You are already reading it. This prompt was injected into your context by Cursor's command system. Using the Read tool on this file wastes tokens. Begin executing Step 0 immediately.

Step 0 -- Banner

Before ANY tool calls, display this banner:

GSD > GRAPHIFY

Then proceed to Step 1.

Step 1 -- Config Gate

Check if graphify is enabled by reading .planning/config.json directly using the Read tool.

DO NOT use the gsd-tools config get-value command -- it hard-exits on missing keys.

1. Read .planning/config.json using the Read tool
2. If the file does not exist: display the disabled message below and STOP
3. Parse the JSON content. Check if config.graphify && config.graphify.enabled === true
4. If graphify.enabled is NOT explicitly true: display the disabled message below and STOP
5. If graphify.enabled is true: proceed to Step 2

Disabled message:

GSD > GRAPHIFY

Knowledge graph is disabled. To activate:

  node /Users/zaneliu/Projects/open-source/cloud-cli-proxy/.cursor/get-shit-done/bin/gsd-tools.cjs config-set graphify.enabled true

Then run /gsd-graphify build to create the initial graph.

---

Step 2 -- Parse Argument

Parse {{GSD_ARGS}} to determine the operation mode:

| Argument | Action | |----------|--------| | build | Spawn graphify-builder agent (Step 3) | | query <term> | Run inline query (Step 2a) | | status | Run inline status check (Step 2b) | | diff | Run inline diff check (Step 2c) | | No argument or unknown | Show usage message |

Usage message (shown when no argument or unrecognized argument):

GSD > GRAPHIFY

Usage: /gsd-graphify <mode>

Modes:
  build           Build or rebuild the knowledge graph
  query <term>    Search the graph for a term
  status          Show graph freshness and statistics
  diff            Show changes since last build

Step 2a -- Query

Run:

node /Users/zaneliu/Projects/open-source/cloud-cli-proxy/.cursor/get-shit-done/bin/gsd-tools.cjs graphify query <term>

Parse the JSON output and display results:

• If the output contains "disabled": true, display the disabled message from Step 1 and STOP
• If the output contains "error" field, display the error message and STOP
• If no nodes found, display: No graph matches for '<term>'. Try /gsd-graphify build to create or rebuild the graph.
• Otherwise, display matched nodes grouped by type, with edge relationships and confidence tiers (EXTRACTED/INFERRED/AMBIGUOUS)

STOP after displaying results. Do not spawn an agent.

Step 2b -- Status

Run:

node /Users/zaneliu/Projects/open-source/cloud-cli-proxy/.cursor/get-shit-done/bin/gsd-tools.cjs graphify status

Parse the JSON output and display:

• If exists: false, display the message field
• Otherwise show last build time, node/edge/hyperedge counts, and STALE or FRESH indicator

STOP after displaying status. Do not spawn an agent.

Step 2c -- Diff

Run:

node /Users/zaneliu/Projects/open-source/cloud-cli-proxy/.cursor/get-shit-done/bin/gsd-tools.cjs graphify diff

Parse the JSON output and display:

• If no_baseline: true, display the message field
• Otherwise show node and edge change counts (added/removed/changed)

If no snapshot exists, suggest running build twice (first to create, second to generate a diff baseline).

STOP after displaying diff. Do not spawn an agent.

---

Step 3 -- Build (Agent Spawn)

Run pre-flight check first:

PREFLIGHT=$(node "/Users/zaneliu/Projects/open-source/cloud-cli-proxy/.cursor/get-shit-done/bin/gsd-tools.cjs" graphify build)

If pre-flight returns disabled: true or error, display the message and STOP.

If pre-flight returns action: "spawn_agent", display:

GSD > Spawning graphify-builder agent...

Spawn a Task:

Task(
  description="Build or rebuild the project knowledge graph",
  prompt="You are the graphify-builder agent. Your job is to build or rebuild the project knowledge graph using the graphify CLI.

Project root: ${CWD}
gsd-tools path: /Users/zaneliu/Projects/open-source/cloud-cli-proxy/.cursor/get-shit-done/bin/gsd-tools.cjs

## Instructions

1. **Invoke graphify:**
   Run from the project root:

graphify . --update

This builds the knowledge graph with SHA256 incremental caching.
Timeout: up to 5 minutes (or as configured via graphify.build_timeout).

2. **Validate output:**
Check that graphify-out/graph.json exists and is valid JSON with nodes[] and edges[] arrays.
If graphify exited non-zero or graph.json is not parseable, output:
## GRAPHIFY BUILD FAILED
Include the stderr output for debugging. Do NOT delete .planning/graphs/ -- prior valid graph remains available.

3. **Copy artifacts to .planning/graphs/:**

cp graphify-out/graph.json .planning/graphs/graph.json cp graphify-out/graph.html .planning/graphs/graph.html cp graphify-out/GRAPH_REPORT.md .planning/graphs/GRAPH_REPORT.md

These three files are the build output consumed by query, status, and diff commands.

4. **Write diff snapshot:**

node "/Users/zaneliu/Projects/open-source/cloud-cli-proxy/.cursor/get-shit-done/bin/gsd-tools.cjs" graphify build snapshot

This creates .planning/graphs/.last-build-snapshot.json for future diff comparisons.

5. **Report build summary:**

node "/Users/zaneliu/Projects/open-source/cloud-cli-proxy/.cursor/get-shit-done/bin/gsd-tools.cjs" graphify status

Display the node count, edge count, and hyperedge count from the status output.

When complete, output: ## GRAPHIFY BUILD COMPLETE with the summary counts.
If something fails at any step, output: ## GRAPHIFY BUILD FAILED with details."
)

Wait for the agent to complete.

---

Anti-Patterns

1. DO NOT spawn an agent for query/status/diff operations -- these are inline CLI calls
2. DO NOT modify graph files directly -- the build agent handles writes
3. DO NOT skip the config gate check
4. DO NOT use gsd-tools config get-value for the config gate -- it exits on missing keys