AgriciDaniel/claude-obsidian

16.4

Adjusted Score

16.4

Raw Score

100%

Time Factor

2026-08-26

Last Push

14.3K

Stars

Python

Language

51.5K

Lines of Code

161

Files

732

Pattern Hits

2026-08-29

Scan Date

0.03

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.

No multi-scan history yet — run the scanner again to build trend data.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 0HIGH 5MEDIUM 54LOW 673

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 732 distinct pattern matches across 13 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers523 hits · 486 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/test_contracts.py	68	def test_capability_and_transaction_operation_types_cannot_drift(self) -> None:	CODE
LOW⚡	tests/test_contracts.py	71	def test_canonical_contracts_validate(self) -> None:	CODE
LOW⚡	tests/test_contracts.py	74	def test_manifest_covers_every_current_skill(self) -> None:	CODE
LOW⚡	tests/test_contracts.py	81	def test_product_contract_locks_privacy_compatibility_and_release_authority(	CODE
LOW⚡	tests/test_contracts.py	285	def test_missing_implementation_path_is_rejected(self) -> None:	CODE
LOW⚡	tests/test_contracts.py	292	def test_unregistered_skill_is_rejected(self) -> None:	CODE
LOW⚡	tests/test_contracts.py	301	def test_inconsistent_mutation_and_egress_declarations_are_rejected(self) -> None:	CODE
LOW⚡	tests/test_contracts.py	409	def test_missing_optional_configuration_is_available(self) -> None:	CODE
LOW⚡	tests/test_contracts.py	414	def test_partial_configuration_is_degraded(self) -> None:	CODE
LOW⚡	tests/test_contracts.py	422	def test_complete_configuration_is_configured(self) -> None:	CODE
LOW⚡	tests/test_contracts.py	428	def test_successful_execution_is_verified(self) -> None:	CODE
LOW⚡	tests/test_contracts.py	434	def test_failed_execution_is_degraded(self) -> None:	CODE
LOW	tests/test_contracts.py	105	def test_evaluation_is_deterministic_and_has_no_absolute_roots(self) -> None:	CODE
LOW	tests/test_contracts.py	113	def test_canonical_core_capabilities_report_only_behavioral_verification(	CODE
LOW	tests/test_contracts.py	148	def test_canonical_verifiers_are_behavioral_or_explain_their_absence(self) -> None:	CODE
LOW	tests/test_contracts.py	168	def test_wiki_cli_and_lint_scopes_are_least_privilege(self) -> None:	CODE
LOW	tests/test_contracts.py	211	def test_verified_wiki_contract_covers_every_init_target(self) -> None:	CODE
LOW	tests/test_contracts.py	244	def test_cli_check_only_and_unknown_capability(self) -> None:	CODE
LOW	tests/test_contracts.py	324	def test_absolute_tracked_paths_are_rejected(self) -> None:	CODE
LOW	tests/test_contracts.py	335	def test_empty_verifier_requires_an_explicit_reason(self) -> None:	CODE
LOW	tests/test_contracts.py	340	def test_self_and_schema_only_verifiers_are_rejected(self) -> None:	CODE
LOW	tests/test_contracts.py	379	def test_malformed_json_returns_structured_errors(self) -> None:	CODE
LOW	tests/test_contracts.py	385	def test_duplicate_contract_keys_return_structured_errors(self) -> None:	CODE
LOW	tests/test_contracts.py	445	def test_missing_automated_verifier_stays_configured_with_reason(self) -> None:	CODE
LOW⚡	tests/test_release.py	355	def test_tracked_symlink_is_rejected(self) -> None:	CODE
LOW⚡	tests/test_release.py	365	def test_root_raw_and_live_vault_state_are_hard_rejected(self) -> None:	CODE
LOW⚡	tests/test_release.py	375	def test_secret_token_is_rejected(self) -> None:	CODE
LOW⚡	tests/test_release.py	385	def test_private_repo_url_needs_named_disclosure(self) -> None:	CODE
LOW⚡	tests/test_release.py	395	def test_absolute_home_path_is_rejected(self) -> None:	CODE
LOW⚡	tests/test_release.py	403	def test_personal_email_address_is_rejected(self) -> None:	CODE
LOW⚡	tests/test_release.py	413	def test_quoted_unicode_literal_and_encoded_email_forms_are_rejected(self) -> None:	CODE
LOW⚡	tests/test_release.py	459	def test_unreviewed_binary_is_rejected(self) -> None:	CODE
LOW⚡	tests/test_release.py	466	def test_missing_config_and_non_zip_output_fail_closed(self) -> None:	CODE
LOW⚡	tests/test_release.py	476	def test_failed_build_does_not_replace_existing_artifact(self) -> None:	CODE
LOW⚡	tests/test_release.py	483	def test_collected_bytes_must_match_the_clean_git_blob(self) -> None:	CODE
LOW⚡	tests/test_release.py	651	def test_traversal_entry_is_rejected_without_extraction(self) -> None:	CODE
LOW⚡	tests/test_release.py	659	def test_archive_symlink_and_special_entry_are_rejected(self) -> None:	CODE
LOW⚡	tests/test_release.py	669	def test_compressed_bomb_is_rejected_before_expansion(self) -> None:	CODE
LOW	tests/test_release.py	66	def test_public_policy_never_selects_root_contributor_vault_state(self) -> None:	CODE
LOW	tests/test_release.py	170	def test_release_authority_json_rejects_duplicate_keys(self) -> None:	CODE
LOW	tests/test_release.py	184	def test_release_authority_json_rejects_nonfinite_numbers(self) -> None:	CODE
LOW	tests/test_release.py	200	def test_release_authority_rejects_unknown_keys(self) -> None:	CODE
LOW	tests/test_release.py	215	def test_portable_unicode_path_collision_is_rejected_before_build(self) -> None:	CODE
LOW	tests/test_release.py	232	def test_two_builds_are_byte_identical_and_self_auditing(self) -> None:	CODE
LOW	tests/test_release.py	267	def test_public_marketplace_is_injected_only_into_the_audited_artifact(	CODE
LOW	tests/test_release.py	341	def test_dirty_and_untracked_worktrees_are_rejected_without_output(self) -> None:	CODE
LOW	tests/test_release.py	427	def test_release_safe_email_addresses_are_accepted(self) -> None:	CODE
LOW	tests/test_release.py	438	def test_non_email_at_sign_forms_are_accepted(self) -> None:	CODE
LOW	tests/test_release.py	448	def test_release_safe_domains_require_an_exact_match(self) -> None:	CODE
LOW	tests/test_release.py	501	def test_git_environment_cannot_redirect_release_provenance(self) -> None:	CODE
LOW	tests/test_release.py	542	def test_build_does_not_refresh_or_mutate_the_real_git_index(self) -> None:	CODE
LOW	tests/test_release.py	575	def test_release_version_and_date_surfaces_are_coordinated(self) -> None:	CODE
LOW	tests/test_release.py	612	def test_repository_allowlist_is_canonical_and_valid(self) -> None:	CODE
LOW	tests/test_release.py	681	def test_live_state_and_secret_filename_are_rejected(self) -> None:	CODE
LOW	tests/test_release.py	699	def test_archive_with_personal_email_address_is_rejected(self) -> None:	CODE
LOW	tests/test_release.py	716	def test_tampered_valid_artifact_fails_manifest_and_checksums(self) -> None:	CODE
LOW	tests/test_release.py	734	def test_mode_tampering_is_rejected_against_manifest(self) -> None:	CODE
LOW	tests/test_release.py	750	def test_local_header_timestamp_must_match_central_directory(self) -> None:	CODE
LOW	tests/test_release.py	770	def test_alternate_valid_zip_header_encoding_is_noncanonical(self) -> None:	CODE
LOW	tests/test_release.py	794	def test_audit_snapshot_rejects_artifact_path_replacement(self) -> None:	CODE
463 more matches not shown…

Decorative Section Separators51 hits · 192 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/test_concurrent_write.sh	56	# ── Worker function: acquire lock, append, release ──────────────────────────	COMMENT
MEDIUM	tests/test_concurrent_write.sh	81	# ── Spawn workers in parallel ───────────────────────────────────────────────	COMMENT
MEDIUM	tests/test_concurrent_write.sh	100	# ── Verify: file has seed + exactly N tagged lines ──────────────────────────	COMMENT
MEDIUM⚡	tests/test_concurrent_write.sh	117	# ── Verify: no orphaned lockfiles ───────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_concurrent_write.sh	121	# ── Verify: clear-stale reports 0 (nothing to reap) ─────────────────────────	COMMENT
MEDIUM⚡	tests/test_concurrent_write.sh	125	# ── Verify: file content sanity (no truncated/garbled lines) ────────────────	COMMENT
MEDIUM⚡	tests/test_contextual_prefix.py	50	# ─── Below the floor → no cache_control (silent no-op avoided) ───────────────	COMMENT
MEDIUM⚡	tests/test_contextual_prefix.py	60	# ─── At / above the floor → ephemeral cache_control ──────────────────────────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	77	# ── acquire on a fresh path returns 0 ────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	81	# ── second acquire while the lock is fresh returns 75 ────────────────────────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	88	# ── peek shows the lock ──────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	95	# ── list shows the held lock ─────────────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	102	# ── release frees the lock (cross-process release is allowed by design) ─────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	107	# ── re-acquire after release succeeds ───────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	112	# ── short --stale-after-sec lets us test age-based reap quickly ─────────────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	146	# ── peek on unheld path ──────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	150	# ── path validation: absolute path rejected ──────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	154	# ── path validation: traversal rejected ──────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	158	# ── path validation: empty rejected ──────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	162	# ── path validation: newline rejected (v1.7.2; closes audit M4) ──────────────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	168	# ── path validation: carriage return rejected (v1.7.2; closes audit M4) ──────	COMMENT
MEDIUM⚡	tests/test_wiki_lock.sh	172	# ── numeric inputs are validated before Bash arithmetic ──────────────────────────────	COMMENT
MEDIUM	tests/test_wiki_lock.sh	306	# ── stress: 10 unique paths all acquire cleanly ──────────────────────────────	COMMENT
MEDIUM	tests/test_wiki_lock.sh	326	# ── summary ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_bm25_index.py	60	# ─── tokenize() ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/test_bm25_index.py	190	# ─── build_index + query() ───────────────────────────────────────────────────	COMMENT
MEDIUM	tests/test_bm25_index.py	856	# ─── CLI smoke test ──────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_wiki_mode.py	200	# ─── Zettel ID format ───────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_wiki_mode.py	476	# ─── Invalid content type raises ───────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_wiki_mode.py	486	# ─── CLI subprocess: `wiki-mode.py get` returns mode string ─────────────────	COMMENT
MEDIUM	tests/test_wiki_mode.py	48	# ─── Default-to-generic when no config file ──────────────────────────────────	COMMENT
MEDIUM	tests/test_wiki_mode.py	65	# ─── Existing config load ────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/test_wiki_mode.py	97	# ─── Existing corrupt mode.json fails closed ────────────────────────────────	COMMENT
MEDIUM	tests/test_wiki_mode.py	116	# ─── Mode=generic routing matches v1.7 conventions ──────────────────────────	COMMENT
MEDIUM	tests/test_wiki_mode.py	142	# ─── Mode=lyt routing: all atomic notes flat under wiki/notes/ ──────────────	COMMENT
MEDIUM	tests/test_wiki_mode.py	154	# ─── Mode=para routing: actionability-based folders ─────────────────────────	COMMENT
MEDIUM	tests/test_wiki_mode.py	184	# ─── Mode=zettelkasten routing: flat, timestamp-prefixed ────────────────────	COMMENT
MEDIUM	tests/test_wiki_mode.py	246	# ─── Slugify handles unicode + special chars ────────────────────────────────	COMMENT
MEDIUM	tests/test_wiki_mode.py	405	# ─── CLI --mode preview override (v1.8.2) ───────────────────────────────────	COMMENT
MEDIUM	tests/test_wiki_mode.py	529	# ─── CLI subprocess: `wiki-mode.py id` returns a sortable nonce ID ───────	COMMENT
MEDIUM	tests/test_wiki_mode.py	549	# ─── CLI subprocess: `wiki-mode.py route source NAME` returns a path ────────	COMMENT
MEDIUM	tests/test_wiki_mode.py	576	# ─── CLI subprocess: invalid mode rejected ──────────────────────────────────	COMMENT
MEDIUM	tests/test_wiki_mode.py	591	# ─── CLI subprocess: templates listing returns all 6 ───────────────────────	COMMENT
MEDIUM⚡	tests/test_retrieve.py	81	# ─── import_sibling ──────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_retrieve.py	89	# ─── chunk_snippet ───────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_retrieve.py	104	# ─── rerank.cosine() ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/test_retrieve.py	238	# ─── rerank.rerank() no-op fallback ──────────────────────────────────────────	COMMENT
MEDIUM	tests/test_retrieve.py	379	# ─── Nomic asymmetric task prefixes and cache scheme ──────────────────────	COMMENT
MEDIUM	tests/test_retrieve.py	620	# ─── retrieve.py CLI: exit 10 when not provisioned ────────────────────────────	COMMENT
MEDIUM	tests/test_retrieve.py	820	# ─── Integration smoke test: end-to-end with synthetic data ──────────────────	COMMENT
MEDIUM	tests/test_retrieve.py	1109	# ─── M8 closure: --explain and --no-rerank flag coverage ─────────────────────	COMMENT

Deep Nesting69 hits · 56 pts

Severity	File	Line	Context
LOW	tests/test_transaction.py	2009	CODE
LOW	tests/test_transaction.py	2120	CODE
LOW	tests/test_transaction.py	2344	CODE
LOW	tests/test_transaction.py	2028	CODE
LOW	tests/test_windows_compat.py	230	CODE
LOW	tests/test_contextual_prefix.py	681	CODE
LOW	tests/test_contextual_prefix.py	750	CODE
LOW	tests/test_lint_engine.py	284	CODE
LOW	tests/test_ledgers.py	321	CODE
LOW	tests/test_ledgers.py	532	CODE
LOW	tests/test_setup_vault.py	69	CODE
LOW	tests/test_bm25_index.py	684	CODE
LOW	tests/test_bm25_index.py	748	CODE
LOW	tests/test_bm25_index.py	877	CODE
LOW	tests/test_capture.py	1005	CODE
LOW	tests/test_retrieve.py	579	CODE
LOW	tests/test_checkpoint.py	169	CODE
LOW	tests/test_checkpoint.py	531	CODE
LOW	tests/test_installed_tree_boundary.py	50	CODE
LOW	claude_obsidian/release.py	456	CODE
LOW	claude_obsidian/release.py	837	CODE
LOW	claude_obsidian/release.py	1310	CODE
LOW	claude_obsidian/release.py	1336	CODE
LOW	claude_obsidian/release.py	1984	CODE
LOW	claude_obsidian/checkpoint.py	1190	CODE
LOW	claude_obsidian/checkpoint.py	513	CODE
LOW	claude_obsidian/paths.py	361	CODE
LOW	claude_obsidian/legacy_lock.py	119	CODE
LOW	claude_obsidian/legacy_lock.py	293	CODE
LOW	claude_obsidian/legacy_lock.py	570	CODE
LOW	claude_obsidian/transaction.py	419	CODE
LOW	claude_obsidian/transaction.py	471	CODE
LOW	claude_obsidian/transaction.py	727	CODE
LOW	claude_obsidian/transaction.py	1051	CODE
LOW	claude_obsidian/transaction.py	1450	CODE
LOW	claude_obsidian/transaction.py	2122	CODE
LOW	claude_obsidian/transaction.py	2297	CODE
LOW	claude_obsidian/transaction.py	2843	CODE
LOW	claude_obsidian/transaction.py	4022	CODE
LOW	claude_obsidian/transaction.py	4183	CODE
LOW	claude_obsidian/transaction.py	4433	CODE
LOW	claude_obsidian/transaction.py	1814	CODE
LOW	claude_obsidian/package_validation.py	253	CODE
LOW	claude_obsidian/package_validation.py	310	CODE
LOW	claude_obsidian/capture.py	585	CODE
LOW	claude_obsidian/capture.py	638	CODE
LOW	claude_obsidian/capture.py	720	CODE
LOW	claude_obsidian/capture.py	821	CODE
LOW	claude_obsidian/capture.py	908	CODE
LOW	claude_obsidian/capture.py	1496	CODE
LOW	claude_obsidian/hook_adapter.py	218	CODE
LOW	claude_obsidian/ledgers.py	274	CODE
LOW	claude_obsidian/ledgers.py	346	CODE
LOW	claude_obsidian/ledgers.py	467	CODE
LOW	claude_obsidian/ledgers.py	901	CODE
LOW	claude_obsidian/contracts.py	320	CODE
LOW	claude_obsidian/contracts.py	620	CODE
LOW	claude_obsidian/contracts.py	1203	CODE
LOW	claude_obsidian/lint_engine.py	194	CODE
LOW	claude_obsidian/lint_engine.py	605	CODE
9 more matches not shown…

Unused Imports48 hits · 45 pts

Severity	File	Line	Context
LOW	tests/test_contracts.py	4	CODE
LOW	tests/test_release.py	4	CODE
LOW	tests/test_transaction.py	4	CODE
LOW	tests/test_legacy_lock.py	4	CODE
LOW	tests/test_setup_wrappers.py	4	CODE
LOW	tests/test_distribution_vaults.py	4	CODE
LOW	tests/test_setup_retrieve.py	4	CODE
LOW	tests/test_vault_root_separation.py	4	CODE
LOW	tests/test_vault_ops.py	3	CODE
LOW	tests/test_setup_multi_agent.py	4	CODE
LOW	tests/test_extensions.py	4	CODE
LOW	tests/test_windows_compat.py	15	CODE
LOW	tests/test_knowledge_contracts.py	4	CODE
LOW	tests/test_cli_mode.py	4	CODE
LOW	tests/test_lint_engine.py	4	CODE
LOW	tests/test_cli_approval.py	4	CODE
LOW	tests/test_ledgers.py	4	CODE
LOW	tests/test_setup_vault.py	4	CODE
LOW	tests/test_hooks.py	4	CODE
LOW	tests/test_package_validation.py	4	CODE
LOW	tests/test_capture.py	4	CODE
LOW	tests/test_paths.py	4	CODE
LOW	tests/test_benchmark_tools.py	4	CODE
LOW	tests/test_detect_transport.py	4	CODE
LOW	tests/test_gates.py	4	CODE
LOW	tests/test_checkpoint.py	3	CODE
LOW	tests/test_installed_tree_boundary.py	4	CODE
LOW	claude_obsidian/release.py	9	CODE
LOW	claude_obsidian/checkpoint.py	3	CODE
LOW	claude_obsidian/paths.py	3	CODE
LOW	claude_obsidian/url_safety.py	3	CODE
LOW	claude_obsidian/legacy_lock.py	10	CODE
LOW	claude_obsidian/transaction.py	9	CODE
LOW	claude_obsidian/__init__.py	8	CODE
LOW	claude_obsidian/gates.py	3	CODE
LOW	claude_obsidian/package_validation.py	10	CODE
LOW	claude_obsidian/extensions.py	3	CODE
LOW	claude_obsidian/capture.py	8	CODE
LOW	claude_obsidian/vault_ops.py	3	CODE
LOW	claude_obsidian/cli.py	3	CODE
LOW	claude_obsidian/hook_adapter.py	3	CODE
LOW	claude_obsidian/ledgers.py	3	CODE
LOW	claude_obsidian/contracts.py	8	CODE
LOW	claude_obsidian/lint_engine.py	23	CODE
LOW	claude_obsidian/json_utils.py	3	CODE
LOW	claude_obsidian/mode_config.py	3	CODE
LOW	claude_obsidian/__main__.py	1	CODE
LOW	scripts/claude-obsidian.py	4	CODE

Excessive Try-Catch Wrapping17 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_transaction.py	1126	except Exception:	CODE
LOW	tests/test_transaction.py	1819	except Exception as exc:	CODE
LOW	claude_obsidian/transaction.py	2012	except Exception:	CODE
LOW	claude_obsidian/transaction.py	4076	except Exception as exc: # recovery must aggregate every path failure	CODE
LOW	claude_obsidian/capture.py	1631	except Exception as exc:	CODE
LOW	claude_obsidian/ledgers.py	572	except Exception as exc:	CODE
LOW	claude_obsidian/ledgers.py	675	except Exception as exc:	CODE
LOW	claude_obsidian/ledgers.py	730	except Exception as exc:	CODE
LOW	claude_obsidian/ledgers.py	997	except Exception as exc:	CODE
LOW	claude_obsidian/ledgers.py	1231	except Exception as exc:	CODE
LOW	claude_obsidian/lint_engine.py	635	except Exception as exc:	CODE
LOW	claude_obsidian/lint_engine.py	653	except Exception as exc:	CODE
LOW	claude_obsidian/lint_engine.py	809	except Exception as exc:	CODE
MEDIUM	claude_obsidian/lint_engine.py	784	def _transaction_reader() -> Any:	CODE
LOW	scripts/rerank.py	429	except Exception as e:	CODE
LOW	scripts/rerank.py	456	except Exception as e:	CODE
LOW	scripts/tiling-check.py	407	except Exception as exc:	CODE

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet	Context
HIGH	scripts/rerank.py	parse a positive, bounded result count for command-line callers.	STRING
HIGH	scripts/retrieve.py	parse a positive, bounded result count for command-line callers.	STRING
HIGH	scripts/bm25-index.py	parse a positive, bounded result count for command-line callers.	STRING

Over-Commented Block7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	bin/setup-vault.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tests/test_concurrent_write.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tests/test_wiki_lock.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/detect-transport.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/allocate-address.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/bm25-index.py	121	# Small high-frequency-stopword list (English). Conservative — keep recall high.	COMMENT
LOW	scripts/bm25-index.py	161	EXIT_LOCK = 1	COMMENT

Modern AI Meta-Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	skills/wiki/SKILL.md	6	# Wiki orchestration	COMMENT
MEDIUM	skills/wiki/references/modes.md	1	# Domain-specific scaffold profiles	COMMENT

Modern Structural Boilerplate5 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/test_contracts.py	58	def update_capability(self, **changes: object) -> None:	CODE
LOW	claude_obsidian/release.py	2591	__all__ = ["audit_artifact", "build_public_artifact"]	CODE
LOW	claude_obsidian/url_safety.py	94	__all__ = ["URLSafetyIssue", "url_credential_issue"]	CODE
LOW	claude_obsidian/capture.py	2211	__all__ = [	CODE
LOW	claude_obsidian/mode_config.py	83	__all__ = [	CODE

Cross-Language Confusion1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	tests/test_transaction.py	296	'"expected_hashes":{"wiki/A.md":null},'	CODE

Magic Placeholder Names1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	claude_obsidian/release.py	127	"your-api-key",	CODE

Example Usage Blocks3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	bin/setup-vault.sh	8	# Usage:	COMMENT
LOW	scripts/detect-transport.sh	8	# Usage:	COMMENT
LOW	scripts/allocate-address.sh	9	# Usage:	COMMENT

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	claude_obsidian/release.py	123	"placeholder",	CODE
LOW	claude_obsidian/release.py	396	word in captured for word in ("example", "placeholder", "redacted", "your-")	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings