Commit Graph

648 Commits

Author SHA1 Message Date
Safi f85339bcb1 fix(extract): don't require LLM API key for code-only corpus (#1122)
Backend resolution now defers until after file detection. A code-only
corpus (pure AST, zero LLM calls) runs without any API key.
Key validation only fires when needs_llm=True (semantic_files non-empty
or --dedup-llm passed). Error message now names why a key is needed and
notes that code-only corpora need none.

Applied from PR #1123 with one fix: _clear_backend_keys in tests now
also clears AWS_PROFILE/REGION, OLLAMA_BASE_URL to prevent CI flakes
on machines with ambient credentials.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-05 22:28:57 +01:00
Safi 3a4bdf54cc fix(install): route kiro install/uninstall through shared progressive helper (#1142)
_kiro_install was using a bare write_text that bypassed _copy_skill_file,
so the references/ sidecar and .graphify_version stamp were never written
despite kiro declaring skill_refs: "kiro". This left SKILL.md with 8 dead
references/*.md pointers on every install.

Fix: call _copy_skill_file("kiro", project=True) for the skill+sidecar+stamp,
keep the steering-file block inline. Uninstall now calls _remove_skill_file
which also cleans .graphify_version and references/.

Adds regression test asserting SKILL.md + references/ + .graphify_version +
no references.tmp + steering file, and that uninstall removes all of them.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-05 22:15:09 +01:00
Safi 6e860e018a docs: clarify .graphifyignore vs .gitignore fallback behaviour (#1137)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-05 22:06:02 +01:00
Safi b368c0eb25 revert: remove importorskip now that uv.lock includes tree-sitter-hcl
CI installs --all-extras so all 8 Terraform tests run fully.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-05 21:46:25 +01:00
Safi 78e70ea194 chore: update uv.lock with tree-sitter-hcl in all and terraform extras
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-05 21:45:34 +01:00
Safi 30f6f6fb85 fix(tests): skip Terraform tests when tree-sitter-hcl not installed
pytest.importorskip at module level matches the pattern used for other
optional extras (sql, dm) so CI passes without the optional dep.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-05 21:43:30 +01:00
Safi 200edecea5 feat(extract): add Terraform/HCL AST extraction via tree-sitter-hcl (#1129)
Adds extract_terraform() for .tf/.tfvars/.hcl files. Nodes: resources,
data sources, modules, variables, outputs, providers, locals. Edges:
contains, references (interpolation), depends_on. Node IDs are
directory-scoped for cross-file resolution. tree-sitter-hcl added as
optional extra (graphify[terraform]) matching sql/dm precedent.
8 tests including .tfvars documented no-op behaviour.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-05 21:38:56 +01:00
Safi fff1c980ac fix: correct language grammar count to 27 tree-sitter grammars in README
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-05 13:15:20 +01:00
Safi 75c4de7759 honour GRAPHIFY_API_TIMEOUT in claude-cli and Anthropic SDK backends (#1112)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-05 10:45:01 +01:00
William Mcgrann 830f0396d8 build: add version floors to networkx, datasketch, rapidfuzz
Adds lower-bound version constraints matching tested versions in uv.lock. networkx>=3.4 is the binding constraint (edges= kwarg on node_link_data introduced in 3.4). rapidfuzz>=3.0 guards against the 2.x→3.x API break in rapidfuzz.distance. datasketch>=1.6 is conservative but correct. Also fixes stale uv.lock version metadata (0.8.30→0.8.31).
2026-06-05 10:14:46 +01:00
Safi 863f0c1e9f update README: manifest.json is now portable, safe to commit
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-03 23:08:55 +01:00
Safi 7a588fb1d2 release 0.8.31 v0.8.31 2026-06-03 21:04:01 +01:00
Safi b7a9b8158c document query logging and hook interpreter pinning in README
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-03 21:04:01 +01:00
Safi 3a90ac2784 add query logging to ~/.cache/graphify-queries.log (#1128)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-03 21:04:01 +01:00
Dennis Cornwell 25df580061 fix: relativize manifest, .graphify_root, and cache source_file fields (#777)
Fixes #777. Relativize manifest keys, .graphify_root, and cache source_file fields on persist; re-anchor on load. In-memory callers still see absolute paths. Symlink round-trip fixed in follow-up commit 8f09326.
2026-06-03 21:03:06 +01:00
Safi 0fdfdedcaa harden hook interpreter detection against injection and unquoted exec
Per adversarial review of the #1127 fix:

- Apply the filesystem-path allowlist to sys.executable before embedding it in
  the generated hook script. Paths with metacharacters outside [a-zA-Z0-9/_.@:\-]
  (spaces, dollar signs, backticks, semicolons) are replaced with an empty string
  so the pinned probe is safely skipped rather than injecting shell commands that
  execute on every git commit.
- Change _PINNED='...' to single-quote assignment so no shell expansion can occur
  even if a character slipped through the allowlist (belt and suspenders).
- Quote $GRAPHIFY_PYTHON in both nohup exec lines so paths with spaces work
  (common in Windows C:\Program Files\... installs).
- Update test to assert the sanitized value, not raw sys.executable, so the test
  stays correct after any future sanitization changes.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-03 15:40:06 +01:00
Safi 2d5a10c0a2 also probe graphify-out/.graphify_python in hook interpreter detection
The issue reporter correctly noted that the hooks never consulted
graphify-out/.graphify_python -- the runtime interpreter source the skill and
README already rely on. Added as a second probe (after the pinned sys.executable,
before the launcher shebang and python3/python fallbacks). This covers Windows/Git
Bash where the uv-tool launcher is a binary with no parseable shebang, and where
the pinned exe may go stale after a reinstall.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-03 15:40:06 +01:00
Safi 88bb1864aa fix hook install silent no-op for uv tool and pipx installs (#1127)
graphify hook install generated scripts that resolved the Python interpreter
purely at git-trigger time via 'command -v graphify'. GUI git clients (VS Code,
GitKraken), CI runners, and non-login shells often run with a minimal PATH that
omits ~/.local/bin -- the uv-tool / pipx launcher location. command -v graphify
returned empty, the python3/python fallbacks could not import graphify (it lives
only in the isolated venv), and the hook silently exited 0 with no output.

Fix: embed sys.executable of the currently-running install process as a pinned
first probe. Since 'graphify hook install' itself runs under the correct isolated
interpreter, sys.executable is always the right path. It is validated at
hook-runtime via 'import graphify' before use, so a stale pinned path safely
falls through to the existing dynamic detection rather than breaking the hook.

Also make the final fallback loud: print a diagnostic to stderr before exiting 0
so the failure is visible rather than invisible.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-03 15:40:06 +01:00
Safi 1b21368250 update .gitignore: exclude paper/ - keep local only 2026-06-03 15:40:02 +01:00
Safi 724f1e3186 release 0.8.30
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
v0.8.30
2026-06-03 00:26:14 +01:00
Safi cb5e701c67 make incremental extract tests deterministic under a real LLM env key
test_manifest_written_after_extract assumes a docs corpus fails with no LLM
backend, but _run inherited the developer's environment. With a real
ANTHROPIC_API_KEY exported and the anthropic package present (now pulled by
[all]), the claude backend was detected and the extract succeeded, breaking the
'no backend' assertion. Strip the backend-selecting env vars in _run so the
tests hold regardless of the developer's shell. CI has no keys set, so it was
green there already.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-03 00:20:39 +01:00
Safi 631a6d4a67 document the anthropic extra in the README and changelog the unreleased fixes
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-03 00:13:25 +01:00
Safi 250834a0c4 add anthropic extra and fix backend-missing hints for uv tool installs
uv tool install graphifyy runs graphify in an isolated venv, so when a backend
needs anthropic/openai/boto3 the old 'Run: pip install anthropic' advice never
reached it. Worse, claude was the only backend with no [extra] at all, so a user
with ANTHROPIC_API_KEY set could not satisfy it without --with anthropic.

Add an anthropic optional extra (and include it in [all]), and replace the
package-missing ImportError messages with a shared _backend_pkg_hint that points
at 'uv tool install graphifyy[<extra>] --force' first, then the pip/venv path.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-03 00:08:03 +01:00
Safi 5cc7ec8a23 close the Read-tool graph bypass with a Read/Glob PreToolUse hook
The Bash search hook only nudges grep/rg/find, so an agent that answers a
codebase question by Read-ing many source files one by one (the most common way
the graph gets skipped) slips right past it (#1114). Add _READ_SETTINGS_HOOK
matching Read|Glob: it fires only when graphify-out/graph.json exists, only for
a source/doc file outside graphify-out/, injects the same query-first
additionalContext, and never blocks (every branch fails open). Install and
uninstall now register and dedup both hooks idempotently.

Implemented independently rather than merging the community PR #1120; same idea,
our own hook (Read/Glob only, no fragile multi-file cat/head/tail heuristic).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-03 00:00:33 +01:00
Safi 9a298c5a32 write antigravity rules and workflows on project-scoped install
graphify install --project --platform antigravity went through the skill-only
branch (grouped with copilot/pi/kimi), so it copied SKILL.md but never wrote
.agents/rules/graphify.md or .agents/workflows/graphify.md - antigravity's
always-on layer - even though the project uninstall path removes them. Extract
the frontmatter + rules + workflows writes into _antigravity_finalize and call
it from both the global antigravity install and the project-scoped path.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-02 23:48:54 +01:00
Safi 345e1122d3 release 0.8.29
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
v0.8.29
2026-06-02 23:19:48 +01:00
Safi 90286ab735 document the progressive-disclosure split and security fixes in CHANGELOG
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-02 22:50:33 +01:00
Safi d5d49f3764 add end-to-end test that gemini install leaves no dead reference pointer
Locks the body<->refs coupling: gemini ships claude's lean skill.md body but
resolves references through a separate path, so a real install with the real
claude bundle must leave every references/ pointer in SKILL.md resolvable.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-02 22:50:33 +01:00
Safi 763b673350 tighten F2 and F3 from review: bounded decompression, ollama DNS + clean error
F2: replace the header-trust ratio check with an authoritative bounded
streaming-decompression pass. The zip central-directory sizes are
attacker-controlled, so a member that under-declares its size could dodge the
declared-size checks; now every member is stream-decompressed with a hard byte
ceiling, so actual expansion past the cap is caught regardless of the headers.
The cheap declared-size pre-filter stays as a fast reject for honest bombs.

F3: _validate_ollama_base_url now resolves the host, so an alias that points at
a link-local/metadata IP is blocked too, not just literal IPs. The extract
command gains an early gate that turns the metadata block into a clean
'error: ...' exit(2) instead of a deep traceback; a warn toggle keeps the
single user-facing LAN warning in the in-flow call.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-02 22:50:33 +01:00
Safi 46a1d4cabb harden ollama metadata egress and cpp path handling (F3, F5)
F3: OLLAMA_BASE_URL pointing at a link-local or cloud-metadata address
(169.254.x, metadata.google.*, 0.0.0.0) now fails closed instead of only
warning, since no real Ollama host lives there and it is a classic SSRF
target. General LAN hosts still warn-and-allow.

F5: the Fortran C-preprocessor call now passes an absolute path. cpp has no
'--' end-of-options terminator, so an attacker-named corpus file like
'-I/etc/x.F90' could otherwise be parsed as a cpp option; an absolute path
always begins with '/' and cannot be.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-02 22:23:15 +01:00
Safi c50ffc2285 cap untrusted office/PDF parsing to stop zip-bomb DoS (F2)
.docx/.xlsx are zip+XML containers parsed during a corpus scan with no size
guard, so a few-KB zip-bomb could decompress to gigabytes and OOM-kill the
process. Screen every office/PDF file before openpyxl/python-docx/pypdf touch
it: an on-disk size cap, a total-uncompressed cap, and a compression-ratio
check on the archive members. Files that exceed the caps are skipped (treated
as empty) rather than parsed.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-02 22:19:17 +01:00
Safi e3993e4801 validate custom-provider base_url and gate project-local providers (F1)
A custom provider's base_url is where the full corpus and the user's API key
are sent. A project-local ./.graphify/providers.json travels with a cloned or
shared repo, so loading it silently was a corpus/key exfiltration channel.
Require GRAPHIFY_ALLOW_LOCAL_PROVIDERS=1 to load the project-local file (the
user's own ~/.graphify/providers.json stays trusted), reject non-http(s)
schemes on load and on 'provider add', and warn on plaintext-http egress. We
deliberately do not apply the ingest SSRF guard here so legitimate on-prem
https LLM gateways still work.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-02 22:16:58 +01:00
Safi 4a200159af ship the references sidecar for gemini installs
gemini has no _PLATFORM_CONFIG entry and installs claude's skill.md body
verbatim. Since #1121 that body is the lean progressive core that links to
references/, but _packaged_skill_refs_dir returned None for gemini, so the
install laid down a SKILL.md with 8 dead reference pointers. Resolve gemini
to the claude references bundle (the same body it already ships) and guard
it in test_claude_twins_ride_the_claude_bundle.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-02 22:10:08 +01:00
Safi e35b0aca2a remove the claude skill tree on uninstall, not just the CLAUDE.md section
claude_uninstall only stripped the CLAUDE.md section, so `graphify uninstall`
and `graphify claude uninstall` orphaned the whole installed skill tree
(SKILL.md + references/ + version stamp) - gemini_uninstall already removes its
skill, this makes claude consistent. The #1121 split made the orphan a 10-file
directory; this restores the removal that the alternative PR #1119 had. Scoped
name removal preserves sibling user files; project-scope uninstall passes
project=True so it never touches the user-scope skill.

Verified: claude/bare uninstall now remove the tree and keep a sibling
user_notes.md; full suite 1755 passed; real extract still builds a clean graph.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-02 21:45:42 +01:00
Safi 4806c1ee7e guard the last tomllib import in test_install_references for Python 3.10
Same 3.11+-stdlib issue as gen.py: this test imported tomllib directly, failing
the 3.10 job. Fall back to tomli on <3.11.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-02 21:36:53 +01:00
Safi 097b50a5d1 give the test job full git history and lock tomli for 3.10
test_skillgen.py (added in #1121) reads pre-split skill bodies from the
immutable baseline commit via `git show`, and on Python 3.10 imports tomllib
via the tomli fallback. The test job used a shallow checkout (no baseline tree)
and the lock didn't carry tomli, so the 3.10 job failed two ways. Add
fetch-depth: 0 to the test job (mirroring skillgen-check) and lock tomli under
the python_version < 3.11 marker so --frozen sync installs it.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-02 21:33:35 +01:00
Safi adfe8f0794 make skillgen's toml import work on Python 3.10
gen.py imported tomllib unconditionally, but that is 3.11+ stdlib only and
graphify supports (and CI tests) 3.10 - so importing tools.skillgen.gen, and
thus collecting test_skillgen.py, crashed the 3.10 test job with
ModuleNotFoundError. Fall back to the tomli backport on <3.11 and add tomli to
the dev group under that marker. Verified the fallback loads and parses with
tomllib forced absent.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-02 21:12:43 +01:00
Safi 6137cdba43 harden _always_on against missing blocks and pin skillgen baselines
R1: the 6 always-on blocks were read into module-level constants at import,
so a missing/corrupt always_on/*.md crashed `import graphify.__main__` and
bricked every CLI command, not just install. Make _always_on lazy + lru_cached,
raising a clear "reinstall" error only on the install path that needs the block;
a module __getattr__ keeps the legacy constant names importable for the tests.
Verified: deleting a block no longer crashes `graphify --version`.

skillgen baselines: the self-check guards pinned to the moving `origin/v8` ref,
which stops pointing at the pre-split state once the split lands on v8 (the
always-on-roundtrip guard then fails in CI and monolith-roundtrip goes vacuous).
Pin _v8_baseline_ref, ALWAYS_ON_BASELINE_REF, and the two monolith roundtrip_refs
to the immutable pre-split commit SHA, matching the stated "does not track HEAD"
intent; update the 4 tests that asserted the old ref string.

R2: add tests/test_wheel_packaging.py - build the wheel and assert every
references bundle and always-on block ships in it, so a package-data glob miss
can't pass the repo-tree guards yet hard-exit `graphify install` for real users.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-02 21:08:11 +01:00
Soham Patankar fbe1e9977f feat(skills): progressive-disclosure split for all platforms (generator + drift fence) (#1121)
All-platform progressive-disclosure skill split + generator (addresses #1106).

Splits each platform's skill into a lean core (~615 lines, full default pipeline inline) + on-demand references/, generated from a single source via tools/skillgen with a CI/pre-commit drift gate. 13 hosts split, aider/devin stay monoliths. Also fixes the stale bare-path bugs across the previously hand-maintained variants and moves the always-on blocks into packaged markdown.

Verified: all 5 generator guards pass, byte-verbatim load-bearing slices, lean cores self-sufficient on the default path across all 13 split hosts, references gated to non-default branches, description preserves the graphify-out-query-first clause. Supersedes #1119 (Claude-first subset).

Known follow-up applied on top: harden _always_on() against a missing packaged file so a partial install can't brick the CLI.
2026-06-02 20:48:13 +01:00
Safi 47042beb05 use shields.io pepy badge so downloads show 1.2M not rounded 1M
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-01 22:23:41 +01:00
Safi 6a3b9e146d switch downloads badge to pepy.tech
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-01 22:21:21 +01:00
Safi efda79a3b1 add community-ID stability fix to 0.8.28 changelog
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
v0.8.28
2026-06-01 22:16:02 +01:00
Safi f5f3a1cc59 stabilize community IDs so identical groupings get identical labels (#1090)
Follow-up to the file-ordering fix. The from-scratch build writes each node's
community field straight from cluster()'s enumerate() after a STABLE size-sort,
so the hundreds of equal-sized small communities in a sparse graph were ordered
by the partitioner's (not seed-stable) enumeration order. Their integer IDs
permuted run-to-run, which reads as 77-88% "community churn" in a per-node cid
diff even though the actual grouping is reproducible.

Add a tuple(sorted(nodes)) tiebreak to make the sort a total order, so an
identical grouping always yields identical community IDs. Verified: with the
partition returned in shuffled order across 5 runs, the node->cid map is now
identical. (A separate ~0.06% community-count drift remains - likely
non-canonical edge weights upstream - tracked separately.)

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-01 21:54:11 +01:00
Safi 1d4e11226f make tree-sitter-dm an optional extra to fix default install (fixes #1104)
tree-sitter-dm (BYOND DreamMaker) publishes only a Windows wheel, so on
Linux/macOS uv/pip compiled it from source and aborted the entire
`uv tool install graphifyy` when a C toolchain or python3-dev was missing.
It is the only core grammar lacking Linux/Mac wheels. Move it from core
dependencies to an optional `dm` extra (also in `all`); the default install
now needs no compiler. extract_dm already imports the grammar lazily with a
graceful fallback, and .dmi/.dmm/.dmf use no tree-sitter, so only .dm/.dme
AST parsing is gated behind the extra.

Also: guard the .dm grammar tests with pytest.importorskip so a plain
`uv sync` (no extras) doesn't hard-fail; bump to 0.8.28 with a changelog
upgrade note; switch the README extras table + type notes from pip to
`uv tool install` (uv is the recommended installer, and pip-into-a-uv-tool-env
is the exact ModuleNotFoundError the README already warns about). 0.8.28 also
ships Kilo Code (#512) and the Dart parser modernization (#1098).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-01 21:44:59 +01:00
Alexey Z ec3cb5eb3e feat(dart): modernize AST parser, support nested generics and part-of redirection (#1098)
Modernizes the Dart extractor: comment stripping, `part of` redirection, nested-generic-aware extends/with/implements parsing, generic type-argument mapping, and generic call detection.

Verified against current v8: merges cleanly, full suite 1530 passed, and inheritance edges connect to same-file class nodes with no ghost-node splits or dangling edges (consistent with the #1033/#1096 node-ID invariants).
2026-06-01 16:13:36 +01:00
alacasse a8005c218a feat: add Kilo Code support (#512)
Adds Kilo Code as a supported platform: native skill + /graphify command, install/uninstall, and a .kilo tool.execute.before plugin (mirroring the OpenCode integration).

JSONC config is handled non-destructively - existing .kilo/kilo.jsonc is read but never rewritten; automated plugin registration goes to kilo.json, preserving user comments (addresses the Qodo review flag).

Verified locally: full suite 1525 passed, install/uninstall smoke test works.
2026-06-01 16:05:07 +01:00
Safi 4b17f199af drop redundant labels-file write in cluster-only
The auto-labeling branch wrote .graphify_labels.json, but the unconditional
write at the end of cluster-only already persists the final labels dict
(LLM or placeholder). Removed the duplicate; no behavior change.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
v0.8.27
2026-05-31 23:44:42 +01:00
Safi 1dc5048b71 fold community labeling into llm.py instead of a standalone module
No behavior change. label_communities / generate_community_labels live next
to the backend dispatch (_call_llm, detect_backend) they use, so the lazy
import and separate file are no longer needed. Tests unchanged except the
import path; they still monkeypatch graphify.llm._call_llm.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-05-31 23:37:28 +01:00
Safi 3922235eba release 0.8.27
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-05-31 23:31:50 +01:00
Safi c8b329d8f2 auto-name communities with the configured backend in standalone CLI (fixes #1097)
Community labeling was an agent-only step (skill.md Step 5): inside Claude Code
or Gemini CLI the agent names communities itself. Run as a bare CLI
(python -m graphify extract . --backend X), no agent does Step 5, so labels
stayed Community 0/1/2 for every backend.

Add graphify/labeling.py: one batched _call_llm asking the backend for a
{cid: name} map from each community's top node labels (god nodes first),
with per-community placeholder fallback and graceful degradation (no backend,
API error, or malformed reply -> Community N, never crashes).

Wire it in:
- cluster-only auto-labels when no .graphify_labels.json exists (the reported
  repro path); --no-label opts out, --backend=<name> overrides auto-detect
- new `graphify label <path>` subcommand force-regenerates names
- extract prints a hint pointing standalone users at cluster-only

Tests mock the backend (no network): happy path, partial/fenced/malformed
replies, no-backend and error fallback, god_nodes dict shape.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-31 20:46:39 +01:00