diff --git a/CHANGELOG.md b/CHANGELOG.md
index cb8af12f..1b5224b5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,17 @@
Full release notes with details on each version: [GitHub Releases](https://github.com/safishamsi/graphify/releases)
+## 0.7.12 (2026-05-09)
+
+- Fix: `graphify explain` and `graphify path` no longer crash on `MultiGraph` inputs -- new `edge_data()`/`edge_datas()` helpers in `build.py` handle both simple and multi-graphs; all 8 production call sites and 30 skill-file inline heredocs updated (#796)
+- Fix: hollow Ollama responses (0 tokens / empty string) now trigger adaptive retry bisection instead of silently dropping the chunk -- `_response_is_hollow()` detects empty/null/whitespace content and parsed results with no nodes/edges, then rewrites `finish_reason="length"` to route into the existing bisection path (#792)
+- Fix: post-commit hook no longer spawns unbounded parallel rebuilds -- per-repo `fcntl.flock` non-blocking lock in `_rebuild_code`; `changed_paths` wired from hook through to AST extractor; stale nodes evicted on deletion; `GRAPHIFY_REBUILD_TIMEOUT` watchdog; Darwin-aware memory cap (#791)
+- Fix: Antigravity install now writes to `.agents/` (plural) -- corrected in platform config, paths, workflow body, and help text (#453)
+- Fix: Antigravity rules file now includes `trigger: always_on` YAML frontmatter so Antigravity recognises it (#785)
+- Feat: `graphify extract` gains `--max-workers`, `--token-budget`, `--max-concurrency`, `--api-timeout` flags; hard 8-worker AST cap removed; explicit HTTP timeout on OpenAI client (default 600s, `GRAPHIFY_API_TIMEOUT`); ollama API key gate skipped for loopback URLs (#792)
+- Feat: Pascal/Delphi extraction now works without `tree-sitter-pascal` -- regex fallback covers unit/program/library headers, uses clauses, class/interface inheritance, method declarations, and intra-file calls (#781)
+- Feat: `/graphify --help` now prints the Usage block and stops without running pipeline steps (all 12 skill files) (#795)
+
## 0.7.11 (2026-05-09)
- Fix: context-window-exceeded API errors now trigger automatic retry with bisected file chunks -- exponential bisection up to 6 levels deep; covers `"context_length_exceeded"`, `"maximum context length"`, and `"too_large"` across OpenAI-compat backends (#789)
diff --git a/README.md b/README.md
index 3cd2eefe..e48d042c 100644
--- a/README.md
+++ b/README.md
@@ -10,7 +10,7 @@
- 
+ 
@@ -129,7 +129,7 @@ To remove graphify from all platforms at once: `graphify uninstall` (add `--purg
| Type | Extensions |
|------|-----------|
-| Code (28 languages) | `.py .ts .js .jsx .tsx .go .rs .java .c .cpp .rb .cs .kt .scala .php .swift .lua .luau .zig .ps1 .ex .exs .m .jl .vue .svelte .groovy .gradle .sql .f .F .f90 .F90 .f95 .F95 .f03 .F03 .f08 .F08` |
+| Code (29 languages) | `.py .ts .js .jsx .tsx .mjs .go .rs .java .c .cpp .h .hpp .rb .cs .kt .scala .php .swift .lua .luau .zig .ps1 .ex .exs .m .mm .jl .vue .svelte .groovy .gradle .dart .v .sv .sql .f .f90 .f95 .f03 .f08 .pas .pp .dpr .dpk .lpr .inc .dfm .lfm .lpk` |
| Docs | `.md .mdx .qmd .html .txt .rst .yaml .yml` |
| Office | `.docx .xlsx` (requires `pip install graphifyy[office]`) |
| Google Workspace | `.gdoc .gsheet .gslides` (opt-in; requires `gws` auth and `--google-workspace`; Sheets need `pip install graphifyy[google]`) |
@@ -302,8 +302,12 @@ graphify antigravity install / uninstall
graphify extract ./docs # headless LLM extraction for CI (no IDE needed)
graphify extract ./docs --backend gemini # explicit backend: gemini, kimi, claude, openai, ollama, or bedrock
graphify extract ./docs --backend gemini --model gemini-3.1-pro-preview
-graphify extract ./docs --backend ollama # local Ollama (set OLLAMA_BASE_URL / OLLAMA_MODEL)
+graphify extract ./docs --backend ollama # local Ollama (set OLLAMA_BASE_URL / OLLAMA_MODEL) - no API key needed for loopback
graphify extract ./docs --backend bedrock # AWS Bedrock via IAM - no API key, uses AWS credential chain
+graphify extract ./docs --max-workers 16 # AST parallelism (also GRAPHIFY_MAX_WORKERS)
+graphify extract ./docs --token-budget 30000 # smaller semantic chunks for local/small models
+graphify extract ./docs --max-concurrency 2 # fewer parallel LLM calls (useful for local inference)
+graphify extract ./docs --api-timeout 900 # longer HTTP timeout for slow local models (default 600s)
graphify extract ./docs --google-workspace # export .gdoc/.gsheet/.gslides via gws before extraction
graphify extract ./docs --no-cluster # raw extraction only, skip clustering
graphify extract ./docs --dedup-llm # LLM tiebreaker for ambiguous entity pairs (uses same API key)
diff --git a/pyproject.toml b/pyproject.toml
index 7bc7aae7..9b3a66f7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
[project]
name = "graphifyy"
-version = "0.7.11"
+version = "0.7.12"
description = "AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, Aider, OpenClaw, Factory Droid, Trae, Hermes, Kiro, Pi, Google Antigravity) - turn any folder of code, docs, papers, images, or videos into a queryable knowledge graph"
readme = "README.md"
license = { file = "LICENSE" }