#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>
10 skill-*.md files had descriptions that only described what graphify does (input->pipeline->output), not when agents should use it. This meant skills never loaded proactively on codebase questions.
Changed to hybrid descriptions that retain the pipeline summary but add trigger conditions: 'Use when user asks any question about a codebase, project content, architecture, or file relationships'.
#655 and #656 already fixed in cache.py and security.py.
#657: add rationale to file_type schema in all 12 skill variants; warn against inventing concept.
#658: add explicit chunk-merge step with token summation before save_semantic_cache.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- #550: _file_stem() includes parent dir to prevent node ID collisions for same-named files
- #555: extract() relativizes source_file paths before returning for cross-machine portability
- #562: to_json() returns bool; _rebuild_code() writes report/html only if json succeeded
- #563: skill prompts store rationale as node attribute, not separate node; enforce calls direction
- #566: Show All / Hide All buttons added to HTML community panel
- #575: _import_js() resolves tsconfig.json compilerOptions.paths aliases before external fallback
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Safi