exploration: workflow network, heatmap, bipartite graph

[Copilot]

Generates three at-a-glance visualizations of the 172 agentic workflows in this repo, surfacing domain clusters, semantic overlap, and capability coverage from a parsed JSON inventory.

Outputs (docs/public/viz/)

• workflow-network.png — Domain-clustered spring-layout network. Node size = degree centrality. Dashed edges = overlap ≥ 60%; annotated ⚠ at ≥ 75% (redundancy risk). Bridge agents called out explicitly.
• workflow-heatmap.png — Pairwise overlap matrix sorted by domain. White separators = domain boundaries; yellow cell borders = overlap ≥ 75%.
• workflow-bipartite.png — 12 capability types (left) connected to workflows (right). Node size = connectivity; color = domain.
• workflow-inventory.json — Full structured inventory: domain, engine, triggers, capabilities, and top-30 redundancy pairs.

Methodology

Overlap score = mean of four Jaccard-like signals: domain match, trigger set, capability set, name keyword set. Domains assigned by keyword rules across workflow name + description.

Key findings

Pair	Overlap	Domain
daily-doc-healer ↔ daily-doc-updater	88%	docs
copilot-pr-nlp-analysis ↔ copilot-pr-prompt-analysis	86%	quality
copilot-agent-analysis ↔ copilot-pr-nlp-analysis	82%	quality
daily-regulatory ↔ daily-repo-chronicle	81%	reporting
spec-extractor ↔ spec-librarian	80%	docs
duplicate-code-detector ↔ go-pattern-detector	80%	quality

Domain distribution: quality (49) · reporting (27) · docs (26) · security (24) · ci (20).

[mnkiefer]

• Exploration complete