Agent skill · software engineering · daffy0208
Capability Graph Builder
Build queryable capability graphs from manifests using Codex for relationship inference between skills, resources, and capabilities.
Why this skill is useful
Adds executable scripts for building and querying capability graphs that leverage Codex for relationship inference, which are not commonly available in public documentation.
What it needs
Requires openai installed locally. About 5k tokens when loaded. Last updated 2025-12-25. 33 stars on the source repository.
What this skill does
Capability Graph Builder Build queryable capability graphs from manifests using Codex for relationship inference Purpose Consumes capability manifests (generated by manifest-generator) and constructs a queryable graph structure representing all capabilities and their relationships. Uses OpenAI Codex to infer missing relationships and validate compatibility declarations. When to Use After generating manifests for skills/MCPs/tools When building the orchestration system's knowledge base To discover capability relationships and dependencies To validate manifest consistency across resources To enable graph-based queries for orchestration planning Key Capabilities Graph Construction: Builds nodes (capabilities) and edges (relationships) from manifests Relationship Inference: Uses Codex to discover implicit relationships from descriptions Consistency Validation: Validates bidirectional relationships (if A enables B, does B require A?) Path Finding: Supports queries like "what skills are needed to achieve X?" Subgraph Extraction: Finds all capabilities in a domain or with specific effects Inputs Process Step 1: Scan and Load Manifests Step 2: Build Initial Graph Step 3: Infer Missing Relationships with Codex Step 4: Validate Consistency Step 5: Write Graph Graph Query API The generated graph supports these queries: Find Capabilities by Effect Find Capabilities by Domain Find Dependencies Find Enabled Capabilities Find Conflicts Find Composition Partners Find Path to Goal Example Output Integration With manifest-generator Consumes manifests generated by manifest-generator skill. With orchestration-planner Provides queryable graph for finding capabilities matching goal requirements. With skill-validator Graph structure helps validate that claimed relationships actually exist. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills daffy0208/capability-graph-builder