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#796: add edge_data()/edge_datas() helpers in build.py that tolerate MultiGraph/MultiDiGraph; replace all G.edges[u,v] 2-tuple call sites in __main__.py, serve.py, wiki.py, export.py, analyze.py, benchmark.py; fix same pattern in 10 skill file inline heredocs #795: all 12 skill files now short-circuit on /graphify --help or -h and print the Usage block without running any pipeline steps #792 (hollow response): add _response_is_hollow() predicate in llm.py; when Ollama (or any backend) returns empty/null/whitespace content or a parsed result with no nodes/edges, rewrite finish_reason="length" so _extract_with_adaptive_retry bisects the chunk instead of silently dropping it; applied to _call_openai_compat, _call_claude, _call_bedrock Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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@@ -51,6 +51,8 @@ Use it for:
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## What You Must Do When Invoked
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If the user invoked `/graphify --help` or `/graphify -h` (with no other arguments), print the contents of the `## Usage` section above verbatim and stop. Do not run any commands, do not detect files, do not default the path to `.`. Just print the Usage block and return.
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If no path was given, use `.` (current directory). Do not ask the user for a path.
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Follow these steps in order. Do not skip steps.
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@@ -1061,7 +1063,7 @@ for nid in ranked_nodes:
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lines.append(f' NODE {d.get(\"label\", nid)} [src={d.get(\"source_file\",\"\")} loc={d.get(\"source_location\",\"\")}]')
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for u, v in subgraph_edges:
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if u in subgraph_nodes and v in subgraph_nodes:
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d = G.edges[u, v]
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_raw = G[u][v]; d = next(iter(_raw.values()), {}) if isinstance(G, nx.MultiGraph) else _raw
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lines.append(f' EDGE {G.nodes[u].get(\"label\",u)} --{d.get(\"relation\",\"\")} [{d.get(\"confidence\",\"\")}]--> {G.nodes[v].get(\"label\",v)}')
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output = '\n'.join(lines)
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@@ -1133,7 +1135,7 @@ try:
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for i, nid in enumerate(path):
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label = G.nodes[nid].get('label', nid)
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if i < len(path) - 1:
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edge = G.edges[nid, path[i+1]]
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_raw = G[nid][path[i+1]]; edge = next(iter(_raw.values()), {}) if isinstance(G, nx.MultiGraph) else _raw
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rel = edge.get('relation', '')
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conf = edge.get('confidence', '')
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print(f' {label} --{rel}--> [{conf}]')
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@@ -1203,7 +1205,7 @@ print(f' degree: {G.degree(nid)}')
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print()
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print('CONNECTIONS:')
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for neighbor in G.neighbors(nid):
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edge = G.edges[nid, neighbor]
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_raw = G[nid][neighbor]; edge = next(iter(_raw.values()), {}) if isinstance(G, nx.MultiGraph) else _raw
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nlabel = G.nodes[neighbor].get('label', neighbor)
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rel = edge.get('relation', '')
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conf = edge.get('confidence', '')
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