3.8

Adjusted Signal

3.8

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

70.5K

Stars

Python

Language

640.0K

Lines of Code

1.7K

Files

1.4K

Pattern Hits

2026-10-31

Scan Date

0.09

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 6.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 639 finding(s).

Hallucinated Dependency & Supply Chain Risk 5.2/100 · LOW

Are imports declared and package/API names verified? 448 finding(s).

Agent Over-Engineering Ratio 7.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 387 finding(s).

PR Review Velocity Impact 17.3/100 · LOW

Which changes need focused human review? 1385 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 4HIGH 147MEDIUM 141LOW 1093

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 1385 distinct pattern matches across 21 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. 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 configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Fake / Example Data365 hits · 372 pts

Severity	File	Line	Snippet	Context
LOW	xAI/grok-bot/skills/slides-executor.md	307	- template text that is left, for example `Lorem ipsum` or `Name Title or Position`	CODE
LOW	Perplexity/perplexity-search.md	365	"placeholder": {	CODE
LOW	Anthropic/claude-opus-5.5.md	5236	"description": "Optional. The blind carbon copy recipients of the email draft. Each string MUST be a valid plain	CODE
LOW	Anthropic/claude-opus-5.5.md	5247	"description": "Optional. The carbon copy recipients of the email draft. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-opus-5.5.md	5266	"description": "Optional. The primary recipients of the email draft. Each string MUST be a valid plain email add	CODE
LOW	Anthropic/claude-opus-5.5.md	5463	"description": "Optional. The blind carbon copy recipients of the email. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-opus-5.5.md	5470	"description": "Optional. The carbon copy recipients of the email. Each string MUST be a valid plain email addre	CODE
LOW	Anthropic/claude-opus-5.5.md	5489	"description": "Optional. The primary recipients of the email. Each string MUST be a valid plain email address (	CODE
LOW	Anthropic/claude-opus-5.5.md	5800	"description": "Optional. The blind carbon copy recipients of the email reply. Each string MUST be a valid plain	CODE
LOW	Anthropic/claude-opus-5.5.md	5811	"description": "Optional. The carbon copy recipients of the email reply. If specified, overrides the default CC	CODE
LOW	Anthropic/claude-opus-5.5.md	5830	"description": "Optional. The primary recipients of the email reply. If specified, overrides the default reply r	CODE
LOW	Anthropic/claude-opus-5.5.md	5941	"description": "Optional. The blind carbon copy recipients of the email. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-opus-5.5.md	5952	"description": "Optional. The carbon copy recipients of the email. Each string MUST be a valid plain email addre	CODE
LOW	Anthropic/claude-opus-5.5.md	5979	"description": "Optional. The primary recipients of the email. Required if `draft_id` is not provided. Each stri	CODE
LOW	Anthropic/claude-opus-5.5.md	6233	"description": "Optional. The blind carbon copy recipients of the email draft. Each string MUST be a valid plain	CODE
LOW	Anthropic/claude-opus-5.5.md	6244	"description": "Optional. The carbon copy recipients of the email draft. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-opus-5.5.md	6263	"description": "Optional. The primary recipients of the email draft. Each string MUST be a valid plain email add	CODE
LOW	Anthropic/claude-opus-5.5.md	7584	Search for Drive files using a structured query (syntax: `query_term operator values`). Only terms in this list are supp	CODE
LOW	Anthropic/claude-fable-5.1.md	5764	"description": "Optional. The blind carbon copy recipients of the email draft. Each string MUST be a valid plain	CODE
LOW	Anthropic/claude-fable-5.1.md	5775	"description": "Optional. The carbon copy recipients of the email draft. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-fable-5.1.md	5794	"description": "Optional. The primary recipients of the email draft. Each string MUST be a valid plain email add	CODE
LOW	Anthropic/claude-fable-5.1.md	5969	"description": "Optional. The blind carbon copy recipients of the email. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-fable-5.1.md	5976	"description": "Optional. The carbon copy recipients of the email. Each string MUST be a valid plain email addre	CODE
LOW	Anthropic/claude-fable-5.1.md	5995	"description": "Optional. The primary recipients of the email. Each string MUST be a valid plain email address (	CODE
LOW	Anthropic/claude-fable-5.1.md	6306	"description": "Optional. The blind carbon copy recipients of the email reply. Each string MUST be a valid plain	CODE
LOW	Anthropic/claude-fable-5.1.md	6317	"description": "Optional. The carbon copy recipients of the email reply. If specified, overrides the default CC	CODE
LOW	Anthropic/claude-fable-5.1.md	6336	"description": "Optional. The primary recipients of the email reply. If specified, overrides the default reply r	CODE
LOW	Anthropic/claude-fable-5.1.md	6447	"description": "Optional. The blind carbon copy recipients of the email. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-fable-5.1.md	6458	"description": "Optional. The carbon copy recipients of the email. Each string MUST be a valid plain email addre	CODE
LOW	Anthropic/claude-fable-5.1.md	6485	"description": "Optional. The primary recipients of the email. Required if `draft_id` is not provided. Each stri	CODE
LOW	Anthropic/claude-fable-5.1.md	6739	"description": "Optional. The blind carbon copy recipients of the email draft. Each string MUST be a valid plain	CODE
LOW	Anthropic/claude-fable-5.1.md	6750	"description": "Optional. The carbon copy recipients of the email draft. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-fable-5.1.md	6769	"description": "Optional. The primary recipients of the email draft. Each string MUST be a valid plain email add	CODE
LOW	Anthropic/claude-fable-5.1.md	8089	Search for Drive files using a structured query (syntax: `query_term operator values`). Only terms in this list are supp	CODE
LOW	Anthropic/claude-sonnet-5.5.md	5780	"description": "Optional. The blind carbon copy recipients of the email draft. Each string MUST be a valid plain	CODE
LOW	Anthropic/claude-sonnet-5.5.md	5791	"description": "Optional. The carbon copy recipients of the email draft. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-sonnet-5.5.md	5810	"description": "Optional. The primary recipients of the email draft. Each string MUST be a valid plain email add	CODE
LOW	Anthropic/claude-sonnet-5.5.md	6007	"description": "Optional. The blind carbon copy recipients of the email. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-sonnet-5.5.md	6014	"description": "Optional. The carbon copy recipients of the email. Each string MUST be a valid plain email addre	CODE
LOW	Anthropic/claude-sonnet-5.5.md	6033	"description": "Optional. The primary recipients of the email. Each string MUST be a valid plain email address (	CODE
LOW	Anthropic/claude-sonnet-5.5.md	6344	"description": "Optional. The blind carbon copy recipients of the email reply. Each string MUST be a valid plain	CODE
LOW	Anthropic/claude-sonnet-5.5.md	6355	"description": "Optional. The carbon copy recipients of the email reply. If specified, overrides the default CC	CODE
LOW	Anthropic/claude-sonnet-5.5.md	6374	"description": "Optional. The primary recipients of the email reply. If specified, overrides the default reply r	CODE
LOW	Anthropic/claude-sonnet-5.5.md	6485	"description": "Optional. The blind carbon copy recipients of the email. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-sonnet-5.5.md	6496	"description": "Optional. The carbon copy recipients of the email. Each string MUST be a valid plain email addre	CODE
LOW	Anthropic/claude-sonnet-5.5.md	6523	"description": "Optional. The primary recipients of the email. Required if `draft_id` is not provided. Each stri	CODE
LOW	Anthropic/claude-sonnet-5.5.md	6777	"description": "Optional. The blind carbon copy recipients of the email draft. Each string MUST be a valid plain	CODE
LOW	Anthropic/claude-sonnet-5.5.md	6788	"description": "Optional. The carbon copy recipients of the email draft. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-sonnet-5.5.md	6807	"description": "Optional. The primary recipients of the email draft. Each string MUST be a valid plain email add	CODE
LOW	Anthropic/claude-sonnet-5.5.md	8172	Search for Drive files using a structured query (syntax: `query_term operator values`). Only terms in this list are supp	CODE
LOW	Anthropic/claude-projects-thread-claude.md	8484	"description": "Optional. The blind carbon copy recipients of the email draft. Each string MUST be a valid plain	CODE
LOW	Anthropic/claude-projects-thread-claude.md	8495	"description": "Optional. The carbon copy recipients of the email draft. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-projects-thread-claude.md	8514	"description": "Optional. The primary recipients of the email draft. Each string MUST be a valid plain email add	CODE
LOW	Anthropic/claude-projects-thread-claude.md	8715	"description": "Optional. The blind carbon copy recipients of the email. Each string MUST be a valid plain email	CODE
LOW	Anthropic/claude-projects-thread-claude.md	8722	"description": "Optional. The carbon copy recipients of the email. Each string MUST be a valid plain email addre	CODE
LOW	Anthropic/claude-projects-thread-claude.md	8741	"description": "Optional. The primary recipients of the email. Each string MUST be a valid plain email address (	CODE
LOW	Anthropic/claude-projects-thread-claude.md	9088	"description": "Optional. The blind carbon copy recipients of the email reply. Each string MUST be a valid plain	CODE
LOW	Anthropic/claude-projects-thread-claude.md	9099	"description": "Optional. The carbon copy recipients of the email reply. If specified, overrides the default CC	CODE
LOW	Anthropic/claude-projects-thread-claude.md	9118	"description": "Optional. The primary recipients of the email reply. If specified, overrides the default reply r	CODE
LOW	Anthropic/claude-projects-thread-claude.md	9237	"description": "Optional. The blind carbon copy recipients of the email. Each string MUST be a valid plain email	CODE
305 more matches not shown…

Structural Annotation Overuse213 hits · 367 pts

Severity	File	Line	Snippet	Context
LOW	Cursor/cloud-agents/section-testing.md	52	### Step 1: Define Testing Success State	COMMENT
LOW	Cursor/cloud-agents/section-testing.md	78	### Step 2: Form a Test Plan	COMMENT
LOW	Cursor/cloud-agents/section-testing.md	139	### Step 3: Perform Implementation Work	COMMENT
LOW	Cursor/cloud-agents/section-testing.md	151	### Step 4: Test Your Work	COMMENT
LOW	Cursor/cloud-agents/section-testing.md	185	### Step 5: Validate Testing Results	COMMENT
LOW	Cursor/cloud-agents/section-testing.md	201	### Step 6: Iterative Debugging	COMMENT
LOW	Google/gemini-3-pro.md	20	### Step 1: Write a current silent thought	COMMENT
LOW	Google/antigravity/skills/debug-optimize-lcp/SKILL.md	35	### Step 1: Record a Performance Trace	COMMENT
LOW	Google/antigravity/skills/debug-optimize-lcp/SKILL.md	44	### Step 2: Analyze LCP Insights	COMMENT
LOW	Google/antigravity/skills/debug-optimize-lcp/SKILL.md	55	### Step 3: Identify the LCP Element	COMMENT
LOW	Google/antigravity/skills/debug-optimize-lcp/SKILL.md	61	### Step 4: Check the Network Waterfall	COMMENT
LOW	Google/antigravity/skills/debug-optimize-lcp/SKILL.md	73	### Step 5: Inspect HTML for Common Issues	COMMENT
LOW	Google/antigravity/skills/plugin/SKILL.md	38	## Step 0: Preflight and inventory	COMMENT
LOW	Google/antigravity/skills/plugin/SKILL.md	97	## Step 1: Decide the kind	COMMENT
LOW	Google/antigravity/skills/plugin/SKILL.md	210	## Step 3: Author the bundle	COMMENT
LOW	Google/antigravity/skills/plugin/SKILL.md	291	## Step 4: Verify and hand back	COMMENT
LOW⚡	…ty/skills/gemini-omni-flash-api/scripts/upload_file.py	181	# Step 1: Initialize Client with explicit request timeout bounds (300s = 300,000ms)	COMMENT
LOW⚡	…ty/skills/gemini-omni-flash-api/scripts/upload_file.py	184	# Step 2: Upload file using SDK	COMMENT
LOW	Google/antigravity/skills/troubleshooting/SKILL.md	10	### Step 1: Find and Read Configuration	COMMENT
LOW	Google/antigravity/skills/troubleshooting/SKILL.md	22	### Step 2: Triage Common Connection Errors	COMMENT
LOW	Google/antigravity/skills/troubleshooting/SKILL.md	68	### Step 3: Read Known Issues	COMMENT
LOW	Google/antigravity/skills/troubleshooting/SKILL.md	76	### Step 4: Formulate a Configuration	COMMENT
LOW	Google/antigravity/skills/troubleshooting/SKILL.md	87	### Step 5: Run Diagnostic Commands	COMMENT
LOW	Google/antigravity/skills/troubleshooting/SKILL.md	94	### Step 6: Check GitHub for Existing Issues	COMMENT
LOW	Google/antigravity/skills/automation/SKILL.md	87	## Step 4: Create `sidecar.json` & Offer a Test Run to Configure Permissions	COMMENT
LOW	Google/antigravity/skills/automation/SKILL.md	222	## Step 5: If the User Chooses to Test-Run the Task Now	COMMENT
LOW	Google/antigravity/skills/ui-plugin-navigation/SKILL.md	33	## Step 1: Find UI plugin panes and their views	COMMENT
LOW	Google/antigravity/skills/ui-plugin-navigation/SKILL.md	59	## Step 2: Emit the pill link	COMMENT
LOW	Google/antigravity/skills/migrate-workflows/SKILL.md	27	### Step 1: Discover Existing Workflows	COMMENT
LOW	Google/antigravity/skills/migrate-workflows/SKILL.md	75	### Step 2: Convert Each Workflow to a Skill (Idempotent Execution)	COMMENT
LOW	Google/antigravity/skills/migrate-workflows/SKILL.md	124	### Step 3: Verify and Confirm	COMMENT
LOW⚡	…se-agent/skills/facebook-cli/references/marketplace.md	131	### Step 4: Item details (on request)	COMMENT
LOW⚡	…se-agent/skills/facebook-cli/references/marketplace.md	140	### Step 5: Seller info (on request)	COMMENT
LOW⚡	…se-agent/skills/facebook-cli/references/marketplace.md	148	### Step 6: Saved listings (on request)	COMMENT
LOW⚡	…se-agent/skills/facebook-cli/references/marketplace.md	158	### Step 7: My listings (on request)	COMMENT
LOW⚡	…se-agent/skills/facebook-cli/references/marketplace.md	547	### Step 1: Identify the listing	COMMENT
LOW⚡	…se-agent/skills/facebook-cli/references/marketplace.md	553	### Step 2: Confirm before deleting	COMMENT
LOW⚡	…se-agent/skills/facebook-cli/references/marketplace.md	559	### Step 3: Delete	COMMENT
LOW⚡	…se-agent/skills/facebook-cli/references/marketplace.md	565	### Step 4: Confirm	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	9	### Step 0: Pasted item or share links	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	39	### Step 1: Parse the user's request	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	54	### Step 2: Search	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	97	### Step 3: Present results	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	349	### Step 1: Gather listing details	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	380	### Step 2: Present a draft for confirmation	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	418	### Step 3: Create	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	433	### Step 4: Confirm	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	443	### Step 5: Check buyer-message readiness after publication	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	487	### Step 1: Identify the listing	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	492	### Step 2: Present changes for confirmation	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	504	### Step 3: Edit	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	519	### Step 4: Confirm	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	587	### Step 1: Identify the draft	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	592	### Step 2: Check the publish gate before calling	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	605	### Step 3: Publish	COMMENT
LOW	…se-agent/skills/facebook-cli/references/marketplace.md	622	### Step 4: Confirm	COMMENT
LOW	…e-code/skills/run-skill-generator/examples/electron.md	28	## Step 1 - get the app to launch AT ALL under xvfb	COMMENT
LOW	…e-code/skills/run-skill-generator/examples/electron.md	65	## Step 2 - build the REPL driver	COMMENT
LOW	…e-code/skills/run-skill-generator/examples/electron.md	206	## Step 3 - use it yourself, via tmux	COMMENT
LOW	…e-code/skills/run-skill-generator/examples/electron.md	230	## Step 4 - write SKILL.md	COMMENT
153 more matches not shown…

Empty Error Handlers67 hits · 332 pts

Severity	File	Line	Snippet	Context
HIGH	…s/gemini-omni-flash-api/scripts/video/inspect_video.py	33	except (ValueError, ZeroDivisionError):	CODE
HIGH	…ills/gemini-omni-flash-api/scripts/video/prep_video.py	99	except (ValueError, TypeError):	CODE
HIGH	…ills/gemini-omni-flash-api/scripts/video/prep_video.py	110	except (ValueError, TypeError):	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_connect.py	449	except subprocess.TimeoutExpired:	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_connect.py	458	except subprocess.TimeoutExpired:	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_connect.py	445	except OSError:	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_connect.py	454	except OSError:	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_connect.py	294	except OSError:	CODE
HIGH	…se-code/skills/fleet-manager/scripts/fleet_machines.py	160	except OSError:	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_session.py	245	except (OSError, ValueError):	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_session.py	266	except OSError:	CODE
HIGH	…muse-code/skills/fleet-manager/scripts/fleet_remote.py	756	except (ImportError, KeyError, OSError):	CODE
HIGH	…muse-code/skills/fleet-manager/scripts/fleet_remote.py	302	except FleetError:	CODE
HIGH	…muse-code/skills/fleet-manager/scripts/fleet_remote.py	311	except (subprocess.TimeoutExpired, FileNotFoundError):	CODE
HIGH	…muse-code/skills/fleet-manager/scripts/fleet_remote.py	315	except FileNotFoundError:	CODE
HIGH	…muse-code/skills/fleet-manager/scripts/fleet_remote.py	431	except FleetError:	CODE
HIGH	…muse-code/skills/fleet-manager/scripts/fleet_remote.py	592	except OSError:	CODE
HIGH	…se-code/skills/fleet-manager/scripts/fleet_contract.py	103	except ValueError:	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_manager.py	1921	except (OSError, subprocess.TimeoutExpired):	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_manager.py	833	except OSError:	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_manager.py	1758	except FleetError:	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_manager.py	848	except OSError:	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_manager.py	852	except OSError:	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_manager.py	1005	except queue.Empty:	CODE
HIGH	…use-code/skills/fleet-manager/scripts/fleet_manager.py	2178	except OSError:	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	264	except ValueError:	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	292	except PermissionError: # alive, someone else's	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	801	except OSError:	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	1046	except (OSError, TypeError):	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	1176	except OSError:	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	6361	except (OSError, IndexError, ValueError):	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	6393	except (OSError, IndexError):	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	1575	except (OSError, subprocess.TimeoutExpired):	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	6474	except ProcessLookupError:	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	6551	except (ValueError, OSError):	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	520	except OSError:	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	1624	except ValueError:	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	6237	except OSError:	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	6319	except (TypeError, ValueError):	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	1638	except ValueError:	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	1643	except UsageError:	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	1648	except UsageError:	CODE
HIGH	…api/shared/preserved-thinking-migration/prefix_diff.py	78	except (AttributeError, ValueError): # a non-TextIOWrapper stand-in; nothing to configure	CODE
HIGH	…hared/preserved-thinking-migration/drop_block_probe.py	114	except (AttributeError, ValueError): # a non-TextIOWrapper stand-in; nothing to configure	CODE
HIGH	…hared/preserved-thinking-migration/drop_block_probe.py	1064	except OSError:	CODE
HIGH	…hared/preserved-thinking-migration/drop_block_probe.py	402	except ValueError:	CODE
HIGH	…ude-code/skills/xlsx/scripts/office/validators/docx.py	459	except Exception:	CODE
HIGH	…ode/skills/xlsx/scripts/office/validators/redlining.py	311	except (subprocess.CalledProcessError, FileNotFoundError, Exception):	CODE
HIGH	…ude-code/skills/xlsx/scripts/office/validators/base.py	157	except Exception:	CODE
HIGH	…de/skills/skill-creator/eval-viewer/generate_review.py	423	except subprocess.TimeoutExpired:	CODE
HIGH	…de/skills/skill-creator/eval-viewer/generate_review.py	350	except (json.JSONDecodeError, OSError, KeyError):	CODE
HIGH	…de/skills/skill-creator/eval-viewer/generate_review.py	560	except (json.JSONDecodeError, OSError):	CODE
HIGH	…de/skills/skill-creator/eval-viewer/generate_review.py	145	except (ValueError, OSError, AttributeError):	CODE
HIGH	…de/skills/skill-creator/eval-viewer/generate_review.py	254	except (ValueError, OSError):	CODE
HIGH	…de/skills/skill-creator/eval-viewer/generate_review.py	208	except (OSError, ValueError):	CODE
HIGH	…de/skills/skill-creator/eval-viewer/generate_review.py	419	except (ProcessLookupError, ValueError):	CODE
HIGH	…de/skills/skill-creator/eval-viewer/generate_review.py	460	except (json.JSONDecodeError, OSError):	CODE
HIGH	…de/skills/skill-creator/scripts/aggregate_benchmark.py	169	except ValueError:	CODE
HIGH	Anthropic/claude-code/skills/pptx/scripts/slide_text.py	73	except Exception:	CODE
HIGH	…ude-code/skills/pptx/scripts/office/validators/docx.py	459	except Exception:	CODE
7 more matches not shown…

Cross-File Repetition39 hits · 195 pts

Severity	File	Snippet	Context
HIGH	…pic/claude-code/skills/xlsx/scripts/office/validate.py	command line tool to validate office document xml files against xsd schemas and tracked changes. usage: python validate.	STRING
HIGH	…pic/claude-code/skills/pptx/scripts/office/validate.py	command line tool to validate office document xml files against xsd schemas and tracked changes. usage: python validate.	STRING
HIGH	…pic/claude-code/skills/docx/scripts/office/validate.py	command line tool to validate office document xml files against xsd schemas and tracked changes. usage: python validate.	STRING
HIGH	…opic/claude-code/skills/xlsx/scripts/office/soffice.py	helper for running libreoffice (soffice) in environments where af_unix sockets may be blocked (e.g., sandboxed vms). det	STRING
HIGH	…opic/claude-code/skills/pptx/scripts/office/soffice.py	helper for running libreoffice (soffice) in environments where af_unix sockets may be blocked (e.g., sandboxed vms). det	STRING
HIGH	…opic/claude-code/skills/docx/scripts/office/soffice.py	helper for running libreoffice (soffice) in environments where af_unix sockets may be blocked (e.g., sandboxed vms). det	STRING
HIGH	…opic/claude-code/skills/xlsx/scripts/office/soffice.py	#define _gnu_source #include <dlfcn.h> #include <errno.h> #include <signal.h> #include <stdio.h> #include <stdlib.h> #in	STRING
HIGH	…opic/claude-code/skills/pptx/scripts/office/soffice.py	#define _gnu_source #include <dlfcn.h> #include <errno.h> #include <signal.h> #include <stdio.h> #include <stdlib.h> #in	STRING
HIGH	…opic/claude-code/skills/docx/scripts/office/soffice.py	#define _gnu_source #include <dlfcn.h> #include <errno.h> #include <signal.h> #include <stdio.h> #include <stdlib.h> #in	STRING
HIGH	…ude-code/skills/xlsx/scripts/office/validators/docx.py	validator for word document xml files against xsd schemas.	STRING
HIGH	…ude-code/skills/pptx/scripts/office/validators/docx.py	validator for word document xml files against xsd schemas.	STRING
HIGH	…ude-code/skills/docx/scripts/office/validators/docx.py	validator for word document xml files against xsd schemas.	STRING
HIGH	…ode/skills/xlsx/scripts/office/validators/redlining.py	validator for tracked changes in word documents. detects untracked edits in a word document: text that differs from the	STRING
HIGH	…ode/skills/pptx/scripts/office/validators/redlining.py	validator for tracked changes in word documents. detects untracked edits in a word document: text that differs from the	STRING
HIGH	…ode/skills/docx/scripts/office/validators/redlining.py	validator for tracked changes in word documents. detects untracked edits in a word document: text that differs from the	STRING
HIGH	…ude-code/skills/xlsx/scripts/office/validators/pptx.py	validator for powerpoint presentation xml files against xsd schemas.	STRING
HIGH	…ude-code/skills/pptx/scripts/office/validators/pptx.py	validator for powerpoint presentation xml files against xsd schemas.	STRING
HIGH	…ude-code/skills/docx/scripts/office/validators/pptx.py	validator for powerpoint presentation xml files against xsd schemas.	STRING
HIGH	…ude-code/skills/xlsx/scripts/office/validators/base.py	base validator with common validation logic for document files.	STRING
HIGH	…ude-code/skills/pptx/scripts/office/validators/base.py	base validator with common validation logic for document files.	STRING
HIGH	…ude-code/skills/docx/scripts/office/validators/base.py	base validator with common validation logic for document files.	STRING
HIGH	…-code/skills/xlsx/scripts/office/helpers/pptx_chart.py	find chart xml that powerpoint refuses but the schema accepts. detection only: for either fault more than one repair is	STRING
HIGH	…-code/skills/pptx/scripts/office/helpers/pptx_chart.py	find chart xml that powerpoint refuses but the schema accepts. detection only: for either fault more than one repair is	STRING
HIGH	…-code/skills/docx/scripts/office/helpers/pptx_chart.py	find chart xml that powerpoint refuses but the schema accepts. detection only: for either fault more than one repair is	STRING
HIGH	…-code/skills/xlsx/scripts/office/helpers/pptx_chart.py	\s<c:axid\b[^>]?\bval=["'](-?\d+)["']\s(?:/>\|>\s</c:axid\s*>)	STRING
HIGH	…-code/skills/pptx/scripts/office/helpers/pptx_chart.py	\s<c:axid\b[^>]?\bval=["'](-?\d+)["']\s(?:/>\|>\s</c:axid\s*>)	STRING
HIGH	…-code/skills/docx/scripts/office/helpers/pptx_chart.py	\s<c:axid\b[^>]?\bval=["'](-?\d+)["']\s(?:/>\|>\s</c:axid\s*>)	STRING
HIGH	…-code/skills/xlsx/scripts/office/helpers/pptx_chart.py	<c:(catax\|valax\|serax\|dateax)\b[^>](?<!/)>\s<c:axid\b[^>]*?\bval=["'](-?\d+)["']	STRING
HIGH	…-code/skills/pptx/scripts/office/helpers/pptx_chart.py	<c:(catax\|valax\|serax\|dateax)\b[^>](?<!/)>\s<c:axid\b[^>]*?\bval=["'](-?\d+)["']	STRING
HIGH	…-code/skills/docx/scripts/office/helpers/pptx_chart.py	<c:(catax\|valax\|serax\|dateax)\b[^>](?<!/)>\s<c:axid\b[^>]*?\bval=["'](-?\d+)["']	STRING
HIGH	…-code/skills/xlsx/scripts/office/helpers/pptx_slide.py	pick the slide-xml schema errors powerpoint refuses the file over. a denylist over lxml's messages, so an unrecognised e	STRING
HIGH	…-code/skills/pptx/scripts/office/helpers/pptx_slide.py	pick the slide-xml schema errors powerpoint refuses the file over. a denylist over lxml's messages, so an unrecognised e	STRING
HIGH	…-code/skills/docx/scripts/office/helpers/pptx_slide.py	pick the slide-xml schema errors powerpoint refuses the file over. a denylist over lxml's messages, so an unrecognised e	STRING
HIGH	…-code/skills/xlsx/scripts/office/helpers/pptx_theme.py	find masters sharing a theme part in the way powerpoint refuses to open. reports only; the fix is to move <p:notesmaster	STRING
HIGH	…-code/skills/pptx/scripts/office/helpers/pptx_theme.py	find masters sharing a theme part in the way powerpoint refuses to open. reports only; the fix is to move <p:notesmaster	STRING
HIGH	…-code/skills/docx/scripts/office/helpers/pptx_theme.py	find masters sharing a theme part in the way powerpoint refuses to open. reports only; the fix is to move <p:notesmaster	STRING
HIGH	…-code/skills/google-workspace/scripts/sheets_helper.py	return the api json inside a saved tool result, however many wrappers it has. accepts the raw api json, the {"content":	STRING
HIGH	…ude-code/skills/google-workspace/scripts/docs_index.py	return the api json inside a saved tool result, however many wrappers it has. accepts the raw api json, the {"content":	STRING
HIGH	…-code/skills/google-workspace/scripts/slides_helper.py	return the api json inside a saved tool result, however many wrappers it has. accepts the raw api json, the {"content":	STRING

Excessive Try-Catch Wrapping130 hits · 185 pts

Severity	File	Line	Snippet	Context
LOW	…ty/skills/gemini-omni-flash-api/scripts/upload_file.py	156	except Exception as e:	CODE
LOW	…ty/skills/gemini-omni-flash-api/scripts/upload_file.py	203	except Exception as e:	CODE
LOW	…ty/skills/gemini-omni-flash-api/scripts/upload_file.py	236	except Exception as e:	CODE
MEDIUM	…ty/skills/gemini-omni-flash-api/scripts/upload_file.py	294	print("Error: GEMINI_API_KEY environment variable is not set.", file=sys.stderr)	CODE
MEDIUM	…ty/skills/gemini-omni-flash-api/scripts/upload_file.py	298	print(f"Error: File '{args.file}' not found.", file=sys.stderr)	CODE
LOW	…ty/skills/gemini-omni-flash-api/scripts/upload_file.py	316	except Exception as e:	CODE
MEDIUM	…ty/skills/gemini-omni-flash-api/scripts/upload_file.py	317	print(f"Error: {sanitize_error(e)}", file=sys.stderr)	CODE
LOW	…s/gemini-omni-flash-api/scripts/video/inspect_video.py	192	except Exception as e:	CODE
MEDIUM	…s/gemini-omni-flash-api/scripts/video/inspect_video.py	193	print(f"Error inspecting video: {e}", file=sys.stderr)	CODE
LOW	…ills/gemini-omni-flash-api/scripts/video/prep_video.py	79	except Exception as e:	CODE
MEDIUM	…ills/gemini-omni-flash-api/scripts/video/prep_video.py	203	print("Error: ffmpeg failed. Stderr output follows:", file=sys.stderr)	CODE
LOW	…ills/gemini-omni-flash-api/scripts/video/prep_video.py	250	except Exception as e:	CODE
MEDIUM	…ills/gemini-omni-flash-api/scripts/video/prep_video.py	251	print(f"Error prepping video: {e}", file=sys.stderr)	CODE
LOW	…/gemini-omni-flash-api/scripts/video/generate_video.py	254	except Exception as e:	CODE
LOW	…/gemini-omni-flash-api/scripts/video/generate_video.py	282	except Exception as e:	CODE
LOW	…/gemini-omni-flash-api/scripts/video/generate_video.py	498	except Exception as e:	CODE
LOW	…/gemini-omni-flash-api/scripts/video/generate_video.py	576	except Exception as e:	CODE
MEDIUM⚡	…/gemini-omni-flash-api/scripts/video/generate_video.py	618	print("Error: GEMINI_API_KEY environment variable is not set.", file=sys.stderr)	CODE
MEDIUM⚡	…/gemini-omni-flash-api/scripts/video/generate_video.py	624	print(f"Error: Batch JSON file '{args.batch}' not found.", file=sys.stderr)	CODE
MEDIUM⚡	…/gemini-omni-flash-api/scripts/video/generate_video.py	630	print("Error: Batch JSON file must contain a list/array of job objects.", file=sys.stderr)	CODE
LOW⚡	…/gemini-omni-flash-api/scripts/video/generate_video.py	632	except Exception as e:	CODE
MEDIUM⚡	…/gemini-omni-flash-api/scripts/video/generate_video.py	633	print(f"Error parsing Batch JSON: {sanitize_error(e)}", file=sys.stderr)	CODE
MEDIUM⚡	…/gemini-omni-flash-api/scripts/video/generate_video.py	641	print(f"Error: Prompts file '{args.prompts_file}' not found.", file=sys.stderr)	CODE
LOW	…/gemini-omni-flash-api/scripts/video/generate_video.py	695	except Exception as e:	CODE
MEDIUM	…/gemini-omni-flash-api/scripts/video/generate_video.py	696	print(f"Error: Generation failed: {sanitize_error(e)}", file=sys.stderr)	CODE
LOW	…muse-code/skills/fleet-manager/scripts/fleet_remote.py	682	except Exception: # noqa: BLE001 — an older or broken host-manager beside us: no MSP source, said in the note	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_manager.py	2374	except Exception as exc: # noqa: BLE001 — internal: still one object, exit 7	CODE
MEDIUM	…use-code/skills/fleet-manager/scripts/fleet_manager.py	308	def local_protocol() -> int \| None:	CODE
MEDIUM	Meta/muse-code/skills/agents/scripts/agents.py	538	def read_json(path, default=None):	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	6083	except Exception: # noqa: BLE001 — a fact, never a failure	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	6899	except Exception as error: # noqa: BLE001 — the one place an internal error becomes exit 7 with a line	CODE
LOW	…muse-code/skills/agents/scripts/agents_copy_channel.py	222	except Exception as error:	CODE
LOW	…muse-code/skills/agents/scripts/agents_copy_channel.py	228	except Exception:	CODE
LOW	…muse-code/skills/agents/scripts/agents_copy_channel.py	273	except Exception as error:	CODE
MEDIUM	…e-code/skills/claude-api/python/claude-api/tool-use.md	419	print(f"Error: {result.stderr}")	CODE
LOW	…de/skills/claude-api/shared/managed-agents-webhooks.md	40	except Exception:	CODE
MEDIUM	…de/skills/claude-api/shared/managed-agents-webhooks.md	34	def webhook():	CODE
LOW	…hared/preserved-thinking-migration/drop_block_probe.py	120	except Exception: # pragma: no cover	CODE
LOW	Anthropic/claude-code/skills/xlsx/scripts/recalc.py	161	except Exception as e:	CODE
LOW	Anthropic/claude-code/skills/xlsx/scripts/recalc.py	167	except Exception as e:	CODE
LOW	Anthropic/claude-code/skills/xlsx/scripts/recalc.py	402	except Exception:	CODE
LOW	Anthropic/claude-code/skills/xlsx/scripts/recalc.py	404	except Exception as e:	CODE
MEDIUM	Anthropic/claude-code/skills/xlsx/scripts/recalc.py	41	def has_gtimeout():	CODE
MEDIUM	Anthropic/claude-code/skills/xlsx/scripts/recalc.py	398	def _report(filename):	CODE
MEDIUM	…pic/claude-code/skills/xlsx/scripts/office/validate.py	32	print(f"Error: {message}", file=sys.stderr)	CODE
MEDIUM	…pic/claude-code/skills/xlsx/scripts/office/validate.py	150	print(f"Error: Validation not supported for file type {family}")	CODE
LOW⚡	…ude-code/skills/xlsx/scripts/office/validators/docx.py	177	except Exception as e:	CODE
MEDIUM⚡	…ude-code/skills/xlsx/scripts/office/validators/docx.py	178	print(f"Error counting paragraphs in unpacked document: {e}")	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/docx.py	200	except Exception as e:	CODE
MEDIUM	…ude-code/skills/xlsx/scripts/office/validators/docx.py	201	print(f"Error counting paragraphs in original document: {e}")	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/docx.py	459	except Exception:	CODE
LOW	…ode/skills/xlsx/scripts/office/validators/redlining.py	58	except Exception as e:	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/pptx.py	361	except Exception as e:	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	157	except Exception:	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	173	except Exception as e:	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	380	except Exception as e:	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	479	except Exception as e:	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	589	except Exception:	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	608	except Exception as e:	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	808	except Exception as e:	CODE
70 more matches not shown…

Decorative Section Separators57 hits · 171 pts

Severity	File	Line	Snippet	Context
MEDIUM	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	5	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	7	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…de/skills/skill-creator/eval-viewer/generate_review.py	404	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…de/skills/skill-creator/eval-viewer/generate_review.py	406	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…thropic/claude-design/starter-components/deck-stage.js	1848	// ── Thumbnail rail ────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/macos-window.jsx	21	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/macos-window.jsx	23	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/macos-window.jsx	42	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/macos-window.jsx	44	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/macos-window.jsx	59	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/macos-window.jsx	61	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/macos-window.jsx	101	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/macos-window.jsx	103	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/macos-window.jsx	171	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/macos-window.jsx	173	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/android-frame.jsx	32	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/android-frame.jsx	34	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/android-frame.jsx	72	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/android-frame.jsx	74	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/android-frame.jsx	107	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/android-frame.jsx	109	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/android-frame.jsx	135	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/android-frame.jsx	137	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/android-frame.jsx	151	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/android-frame.jsx	153	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/android-frame.jsx	179	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/android-frame.jsx	181	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/animations-v3.jsx	165	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/animations-v3.jsx	167	// ── Easing functions (hand-rolled, Popmotion-style) ─────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/animations-v3.jsx	227	// ── Core interpolation helpers ──────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/animations-v3.jsx	263	// ── Timeline context ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/animations-v3.jsx	277	// ── Font inlining ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/animations-v3.jsx	650	// ── Playback bar ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/animations-v3.jsx	849	// ── Scene-list plumbing ──────────────────────────────────────────────────	COMMENT
MEDIUM	…pic/claude-design/starter-components/animations-v3.jsx	946	// ── Continuous composition ──────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/ios-frame.jsx	18	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/ios-frame.jsx	20	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/ios-frame.jsx	57	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/ios-frame.jsx	59	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/ios-frame.jsx	93	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/ios-frame.jsx	95	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/ios-frame.jsx	141	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/ios-frame.jsx	143	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/ios-frame.jsx	199	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/ios-frame.jsx	201	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/ios-frame.jsx	246	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/ios-frame.jsx	248	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/image-slot.js	158	// ── Shared sidecar store ────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/image-slot.js	254	// ── Image downscale ─────────────────────────────────────────────────────	COMMENT
MEDIUM	…thropic/claude-design/starter-components/image-slot.js	275	// ── Custom element ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/tweaks-panel.jsx	59	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/tweaks-panel.jsx	171	// ── useTweaks ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/tweaks-panel.jsx	191	// ── TweaksPanel ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/tweaks-panel.jsx	299	// ── Layout helpers ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…opic/claude-design/starter-components/tweaks-panel.jsx	322	// ── Controls ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	GLM/skills/docx/references/decorations.md	33	// ══════════════════════════════════════════════════════════════	COMMENT
MEDIUM	GLM/skills/docx/references/decorations.md	35	// ══════════════════════════════════════════════════════════════	COMMENT

Deep Nesting166 hits · 148 pts

Severity	File	Line	Context
LOW	…ty/skills/gemini-omni-flash-api/scripts/upload_file.py	113	CODE
LOW	…ty/skills/gemini-omni-flash-api/scripts/upload_file.py	206	CODE
LOW	…s/gemini-omni-flash-api/scripts/video/inspect_video.py	21	CODE
LOW	…ills/gemini-omni-flash-api/scripts/video/prep_video.py	38	CODE
LOW	…/gemini-omni-flash-api/scripts/video/generate_video.py	185	CODE
LOW	…/gemini-omni-flash-api/scripts/video/generate_video.py	285	CODE
LOW	…/gemini-omni-flash-api/scripts/video/generate_video.py	588	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_connect.py	279	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_session.py	135	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_session.py	316	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_context.py	66	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_context.py	181	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_context.py	281	CODE
LOW	…muse-code/skills/fleet-manager/scripts/fleet_remote.py	692	CODE
LOW	…muse-code/skills/fleet-manager/scripts/fleet_remote.py	915	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_manager.py	741	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_manager.py	856	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_manager.py	896	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_manager.py	1549	CODE
LOW	…ta/muse-code/skills/doctor/scripts/session-evidence.py	93	CODE
LOW	…ta/muse-code/skills/doctor/scripts/session-evidence.py	254	CODE
LOW	…ta/muse-code/skills/doctor/scripts/session-evidence.py	398	CODE
LOW	…ta/muse-code/skills/doctor/scripts/session-evidence.py	488	CODE
LOW	…ta/muse-code/skills/doctor/scripts/session-evidence.py	641	CODE
LOW	…ta/muse-code/skills/doctor/scripts/session-evidence.py	711	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	876	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	1039	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	1414	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	1615	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	2020	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	2146	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	2435	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	3246	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	3584	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	3662	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	4023	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	5041	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	5131	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	5390	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	5584	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	5882	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	6440	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	6534	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	6183	CODE
LOW	…muse-code/skills/agents/scripts/agents_copy_channel.py	136	CODE
LOW	Meta/muse-code/skills/import/scripts/find-session.py	558	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	118	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	248	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	381	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	398	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	432	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	494	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	570	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	626	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	732	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	855	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	1128	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	1291	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	1453	CODE
LOW	…api/shared/preserved-thinking-migration/prefix_diff.py	129	CODE
106 more matches not shown…

Cross-Language Confusion24 hits · 135 pts

Severity	File	Line	Snippet	Context
HIGH	…use-code/skills/fleet-manager/scripts/fleet_connect.py	319	probe = "command -v herdr >/dev/null 2>&1 && herdr --version; command -v tmux >/dev/null 2>&1 && tmux -V; uname -s"	CODE
HIGH⚡	…use-code/skills/fleet-manager/scripts/fleet_context.py	124	probe = ("uptime; echo ---; nproc 2>/dev/null \|\| sysctl -n hw.ncpu 2>/dev/null; echo ---; "	CODE
HIGH⚡	…use-code/skills/fleet-manager/scripts/fleet_context.py	124	probe = ("uptime; echo ---; nproc 2>/dev/null \|\| sysctl -n hw.ncpu 2>/dev/null; echo ---; "	CODE
HIGH⚡	…use-code/skills/fleet-manager/scripts/fleet_context.py	125	"free -m 2>/dev/null \| sed -n 2p \|\| vm_stat 2>/dev/null \| head -5; echo ---; df -Pk \"$HOME\" 2>/dev/null \|	CODE
HIGH	…muse-code/skills/fleet-manager/scripts/fleet_remote.py	528	f"h=$( (sha256sum \"$p\" 2>/dev/null \|\| shasum -a 256 \"$p\" 2>/dev/null) \| cut -c1-64 ); s=$(wc -c <\"$p\"	CODE
HIGH	…muse-code/skills/fleet-manager/scripts/fleet_remote.py	528	f"h=$( (sha256sum \"$p\" 2>/dev/null \|\| shasum -a 256 \"$p\" 2>/dev/null) \| cut -c1-64 ); s=$(wc -c <\"$p\"	CODE
HIGH	…se-code/skills/fleet-manager/scripts/fleet_contract.py	4	happened, one word), `provider` (`herdr`, `tmux`, `msp`, or null), `ref`,	STRING
HIGH⚡	Meta/muse-code/skills/agents/scripts/agents.py	347	" pid=$(cat \"$lock/pid\" 2>/dev/null)\n"	CODE
HIGH⚡	Meta/muse-code/skills/agents/scripts/agents.py	349	" if [ -n \"$pid\" ] && kill -0 \"$pid\" 2>/dev/null; then return 1; fi\n"	CODE
HIGH⚡	Meta/muse-code/skills/agents/scripts/agents.py	356	f" line=$(python3 {shlex.quote(str(HERE))} tick {project.slug} --wake-line 2>/dev/null); rc=$?\n"	CODE
HIGH	Meta/muse-code/skills/agents/scripts/agents.py	6576	error = sink.push("\n".join(render_watch_row(r, elapsed) for r in rows), news=news, row=(source.kind == "cmd	CODE
HIGH	…opic/claude-code/skills/xlsx/scripts/office/soffice.py	125	if (sv[0] >= 0 && sv[0] < 1024) {	CODE
HIGH	…opic/claude-code/skills/xlsx/scripts/office/soffice.py	144	if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {	CODE
HIGH	…opic/claude-code/skills/xlsx/scripts/office/soffice.py	153	if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {	CODE
HIGH	…opic/claude-code/skills/xlsx/scripts/office/soffice.py	167	if (fd >= 0 && fd < 1024 && is_shimmed[fd]) {	CODE
HIGH	…de/skills/skill-creator/scripts/aggregate_benchmark.py	200	# A field of the wrong type (null, for example) is treated as missing	COMMENT
HIGH	…opic/claude-code/skills/pptx/scripts/office/soffice.py	125	if (sv[0] >= 0 && sv[0] < 1024) {	CODE
HIGH	…opic/claude-code/skills/pptx/scripts/office/soffice.py	144	if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {	CODE
HIGH	…opic/claude-code/skills/pptx/scripts/office/soffice.py	153	if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {	CODE
HIGH	…opic/claude-code/skills/pptx/scripts/office/soffice.py	167	if (fd >= 0 && fd < 1024 && is_shimmed[fd]) {	CODE
HIGH	…opic/claude-code/skills/docx/scripts/office/soffice.py	125	if (sv[0] >= 0 && sv[0] < 1024) {	CODE
HIGH	…opic/claude-code/skills/docx/scripts/office/soffice.py	144	if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {	CODE
HIGH	…opic/claude-code/skills/docx/scripts/office/soffice.py	153	if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {	CODE
HIGH	…opic/claude-code/skills/docx/scripts/office/soffice.py	167	if (fd >= 0 && fd < 1024 && is_shimmed[fd]) {	CODE

Over-Commented Block126 hits · 126 pts

Severity	File	Line	Snippet	Context
LOW	Misc/fellou-browser.md	221	taskDescription: string,	COMMENT
LOW	Meta/muse-agent/skills/facebook-cli/manifest.yaml	1	version: 1	COMMENT
LOW	…t/skills/artifacts/presentation/references/workflow.md	181	# that goal's `files/` directory, so a hardcoded `your_files` path is wrong.	COMMENT
LOW	Meta/muse-agent/skills/apple-healthkit/manifest.yaml	1	version: 1	COMMENT
LOW	Meta/muse-agent/skills/apple-healthkit/manifest.yaml	21	# entry here would never be read. Adding one back would look like it restored	COMMENT
LOW	Meta/muse-agent/skills/google-tasks/eval/scenarios.yaml	1	# Google Tasks skill eval scenarios (connect, read, write, safety edges). Structured dialect, calendar-named fields.	COMMENT
LOW	Meta/muse-agent/skills/facebook/manifest.yaml	1	version: 1	COMMENT
LOW	…/muse-agent/skills/google-health-connect/manifest.yaml	1	version: 1	COMMENT
LOW	…/muse-agent/skills/google-health-connect/manifest.yaml	21	# entry here would never be read. Adding one back would look like it restored	COMMENT
LOW	…/muse-agent/skills/google-contacts/eval/scenarios.yaml	1	# Google Contacts skill eval scenarios (connect, read, write, safety edges). Structured dialect, calendar-named fields.	COMMENT
LOW	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	1	# Meta Ads skill eval scenarios.	COMMENT
LOW	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	21	# --mode replace --content-file ../SKILL.md	COMMENT
LOW	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	41	#	COMMENT
LOW	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	61	# They used to name `Summer Sale`, `Always On`, `Spring Clearance`,	COMMENT
LOW	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	81	# ONLY there. Nothing else may rename, pause or	COMMENT
LOW	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	101	# ADS_CUSTOM_AUDIENCE an existing customer-list audience.	COMMENT
LOW	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	121	# ADS_FOREIGN_CURRENCY_ACCOUNT an ad account whose billing currency is NOT	COMMENT
LOW	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	141	# like evidence.	COMMENT
LOW	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	161	# The cases need PERFORMANCE DATA, not live delivery — diagnosing a window	COMMENT
LOW	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	181	# rather than `people` — and any window with data exercises that equally well.	COMMENT
LOW	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	201	#	COMMENT
LOW	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	221	# or skill instructions. The same applies to `render-chart` and	COMMENT
LOW	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	561	objective: "Compare last week's spend and results across my campaigns and explain which one deserves attention."	COMMENT
LOW	…reejs/skills/threejs/references/threejs-interaction.md	41	```javascript	COMMENT
LOW	…s/threejs/skills/threejs/references/threejs-shaders.md	41		COMMENT
LOW	Meta/muse-code/skills/agents/scripts/agents.py	5321	progress(f"{tid}: {before} -> {after}")	COMMENT
LOW	…de-code/skills/plugin-authoring/types/claude-code.d.ts	1	// Written by Claude Code 2.1.312.	COMMENT
LOW	…de-code/skills/plugin-authoring/types/claude-code.d.ts	21	// is named .ts, .tsx, .jsx, .js, .mjs, .cjs, .mts or .cts (a file named	COMMENT
LOW	…de-code/skills/plugin-authoring/types/claude-code.d.ts	41	// by that surface's element table, so one test body run over several	COMMENT
LOW	…de-code/skills/plugin-authoring/types/claude-code.d.ts	61	// Typing a plugin against it:	COMMENT
LOW	…de-code/skills/plugin-authoring/types/claude-code.d.ts	81	// per plugin the mod's plugin.json lists under "dependencies" (that plugin's	COMMENT
LOW	…claude-code/skills/dataviz/scripts/validate_palette.js	61	[-0.078411, 0.930809, 0.147602],	COMMENT
LOW	…claude-code/skills/dataviz/scripts/validate_palette.js	81	const isHexColor = (v) => /^#?[0-9a-fA-F]{6}$/.test(v);	COMMENT
LOW	…claude-code/skills/dataviz/scripts/validate_palette.js	101	// The above copyright notice and this permission notice shall be included in all	COMMENT
LOW	…claude-code/skills/dataviz/scripts/validate_palette.py	101		COMMENT
LOW	…hared/preserved-thinking-migration/drop_block_probe.py	501		COMMENT
LOW	…e-code/skills/deep-research/scripts/workflow-script.js	121	// authority at the LAST @ before the host, so greedy matching must too;	COMMENT
LOW	…thropic/claude-code/skills/pptx/scripts/apply_theme.js	1	// Give a deck pptxgenjs wrote its own theme colors and theme name. pptxgenjs sets the theme's	COMMENT
LOW	…thropic/claude-design/starter-components/deck-stage.js	641	// Explicit multi-selection (slide elements). Empty means the	COMMENT
LOW	…thropic/claude-design/starter-components/deck-stage.js	661	// predate native ArrowUp/ArrowDown slide nav — the bundle translates	COMMENT
LOW	…thropic/claude-design/starter-components/deck-stage.js	741	};	COMMENT
LOW	…thropic/claude-design/starter-components/deck-stage.js	781	// the data-deck-* / data-screen-label / data-om-validate attributes	COMMENT
LOW	…thropic/claude-design/starter-components/deck-stage.js	861	window.addEventListener('tweakchange', this._onTweakChange);	COMMENT
LOW	…thropic/claude-design/starter-components/deck-stage.js	961	// :root in an adopted sheet inside a shadow root matches nothing	COMMENT
LOW	…thropic/claude-design/starter-components/deck-stage.js	1621		COMMENT
LOW	…thropic/claude-design/starter-components/deck-stage.js	2001	thumb.addEventListener('keydown', (e) => {	COMMENT
LOW	…thropic/claude-design/starter-components/deck-stage.js	2041	e.preventDefault();	COMMENT
LOW	…thropic/claude-design/starter-components/deck-stage.js	2061	// (_cancelDragAttr), and the callback itself re-checks that THIS	COMMENT
LOW	…thropic/claude-design/starter-components/deck-stage.js	2121	let clone = entry.slide.cloneNode(true);	COMMENT
LOW	…thropic/claude-design/starter-components/deck-stage.js	2181	// is paint/composite — lazy+async keeps that off the main thread.	COMMENT
LOW	…thropic/claude-design/starter-components/deck-stage.js	2421	this._dragThumb = thumb;	COMMENT
LOW	…ic/claude-design/starter-components/browser-window.jsx	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
LOW	…opic/claude-design/starter-components/macos-window.jsx	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
LOW	…pic/claude-design/starter-components/android-frame.jsx	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
LOW	…pic/claude-design/starter-components/animations-v3.jsx	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
LOW	…pic/claude-design/starter-components/animations-v3.jsx	21	// key ALL choreography to T, never to wall-clock time	COMMENT
LOW	…pic/claude-design/starter-components/animations-v3.jsx	41	// stacked over the paper, appearing in painting order between two	COMMENT
LOW	…pic/claude-design/starter-components/animations-v3.jsx	61	// <WatercolorStroke index={i} at={0..1} style /> — stroke i as its own	COMMENT
LOW	…pic/claude-design/starter-components/animations-v3.jsx	81	// 0.88). Frames bake at width x height times scale (default: the	COMMENT
LOW	…pic/claude-design/starter-components/animations-v3.jsx	101	// <script>window.OM_SCENES = '[{"name":"Opening","dur":3,"desc":"The logo fades in and the title settles"},{"nam	COMMENT
66 more matches not shown…

Hyper-Verbose Identifiers88 hits · 89 pts

Severity	File	Line	Snippet	Context
LOW	…/gemini-omni-flash-api/scripts/video/generate_video.py	127	def parse_and_validate_duration(value):	CODE
LOW	…/gemini-omni-flash-api/scripts/video/generate_video.py	162	def parse_and_validate_resolution(value):	CODE
LOW	Meta/muse-code/skills/agents/scripts/agents.py	3131	def coordinator_settings_path():	CODE
LOW	Meta/muse-code/skills/import/scripts/find-session.py	453	def attach_snippets_when_unambiguous(	CODE
LOW	…code/skills/claude-api/shared/managed-agents-events.md	166	def connect_with_consolidation(client, session_id):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/docx.py	69	def validate_whitespace_preservation(self):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/docx.py	166	def count_paragraphs_in_unpacked(self):	CODE
LOW⚡	…ude-code/skills/xlsx/scripts/office/validators/docx.py	182	def count_paragraphs_in_original(self):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/pptx.py	90	def validate_master_theme_uniqueness(self):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/pptx.py	270	def validate_slide_layout_ids(self):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/pptx.py	338	def validate_no_duplicate_slide_layouts(self):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/pptx.py	376	def validate_notes_slide_references(self):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	127	def repair_whitespace_preservation(self) -> int:	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	408	def validate_all_relationship_ids(self):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	494	def _get_expected_relationship_type(self, element_name):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	623	def validate_file_against_xsd(self, xml_file, verbose=False):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	728	def _clean_ignorable_namespaces(self, xml_doc):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	748	def _remove_ignorable_elements(self, root):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	767	def _preprocess_for_mc_ignorable(self, xml_doc):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	778	def _validate_single_file_xsd(self, xml_file, base_path, schema_path=None):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	811	def _get_original_file_errors(self, xml_file, schema_path=None):	CODE
LOW	…ude-code/skills/xlsx/scripts/office/validators/base.py	841	def _remove_template_tags_from_text_nodes(self, xml_doc):	CODE
LOW	…-code/skills/xlsx/scripts/office/helpers/pptx_chart.py	36	def _check_stacked_label_positions(part: str, xml: str) -> list[str]:	CODE
LOW	…-code/skills/xlsx/scripts/office/helpers/pptx_chart.py	111	def _check_chart_axis_references(part: str, xml: str) -> list[str]:	CODE
LOW	…-code/skills/xlsx/scripts/office/helpers/pptx_theme.py	74	def _notes_master_share_is_inert(files: Mapping[str, bytes]) -> bool:	CODE
LOW	…-code/skills/xlsx/scripts/office/helpers/pptx_theme.py	101	def find_shared_master_themes(files: Mapping[str, bytes]) -> list[str]:	CODE
LOW	…-code/skills/xlsx/scripts/office/helpers/pptx_theme.py	108	def live_shared_master_themes(files: Mapping[str, bytes]) -> list[str]:	CODE
LOW	…claude-code/skills/pdf/scripts/fill_fillable_fields.py	55	def validation_error_for_field_value(field_info, field_value):	CODE
LOW	…ude-code/skills/pdf/scripts/extract_form_field_info.py	9	def get_full_annotation_field_id(annotation):	CODE
LOW	…claude-code/skills/pdf/scripts/check_bounding_boxes.py	15	def get_bounding_box_messages(fields_json_stream) -> list[str]:	CODE
LOW	…e/skills/pdf/scripts/fill_pdf_form_with_annotations.py	10	def transform_from_image_coords(bbox, image_width, image_height, pdf_width, pdf_height):	CODE
LOW	…e/skills/pdf/scripts/fill_pdf_form_with_annotations.py	23	def transform_from_pdf_coords(bbox, pdf_height):	CODE
LOW	Anthropic/claude-code/skills/pptx/scripts/clean.py	161	def remove_orphaned_rels_files(unpacked_dir: Path) -> list[str]:	CODE
LOW	Anthropic/claude-code/skills/pptx/scripts/add_slide.py	215	def _add_to_presentation_rels(unpacked_dir: Path, dest: str) -> str:	CODE
LOW	Anthropic/claude-code/skills/pptx/scripts/thumbnail.py	179	def create_hidden_placeholder(size: tuple[int, int]) -> Image.Image:	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/docx.py	69	def validate_whitespace_preservation(self):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/docx.py	166	def count_paragraphs_in_unpacked(self):	CODE
LOW⚡	…ude-code/skills/pptx/scripts/office/validators/docx.py	182	def count_paragraphs_in_original(self):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/pptx.py	90	def validate_master_theme_uniqueness(self):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/pptx.py	270	def validate_slide_layout_ids(self):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/pptx.py	338	def validate_no_duplicate_slide_layouts(self):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/pptx.py	376	def validate_notes_slide_references(self):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/base.py	127	def repair_whitespace_preservation(self) -> int:	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/base.py	408	def validate_all_relationship_ids(self):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/base.py	494	def _get_expected_relationship_type(self, element_name):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/base.py	623	def validate_file_against_xsd(self, xml_file, verbose=False):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/base.py	728	def _clean_ignorable_namespaces(self, xml_doc):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/base.py	748	def _remove_ignorable_elements(self, root):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/base.py	767	def _preprocess_for_mc_ignorable(self, xml_doc):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/base.py	778	def _validate_single_file_xsd(self, xml_file, base_path, schema_path=None):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/base.py	811	def _get_original_file_errors(self, xml_file, schema_path=None):	CODE
LOW	…ude-code/skills/pptx/scripts/office/validators/base.py	841	def _remove_template_tags_from_text_nodes(self, xml_doc):	CODE
LOW	…-code/skills/pptx/scripts/office/helpers/pptx_chart.py	36	def _check_stacked_label_positions(part: str, xml: str) -> list[str]:	CODE
LOW	…-code/skills/pptx/scripts/office/helpers/pptx_chart.py	111	def _check_chart_axis_references(part: str, xml: str) -> list[str]:	CODE
LOW	…-code/skills/pptx/scripts/office/helpers/pptx_theme.py	74	def _notes_master_share_is_inert(files: Mapping[str, bytes]) -> bool:	CODE
LOW	…-code/skills/pptx/scripts/office/helpers/pptx_theme.py	101	def find_shared_master_themes(files: Mapping[str, bytes]) -> list[str]:	CODE
LOW	…-code/skills/pptx/scripts/office/helpers/pptx_theme.py	108	def live_shared_master_themes(files: Mapping[str, bytes]) -> list[str]:	CODE
LOW	Anthropic/claude-code/skills/docx/scripts/comment.py	178	def _ensure_comment_relationships(unpacked_dir: Path) -> None:	CODE
LOW	Anthropic/claude-code/skills/docx/scripts/comment.py	212	def _ensure_comment_content_types(unpacked_dir: Path) -> None:	CODE
LOW	Anthropic/claude-code/skills/docx/scripts/merge_runs.py	235	def _consolidate_text_elements(run, tag: str):	CODE
28 more matches not shown…

Modern AI Meta-Vocabulary28 hits · 78 pts

Severity	File	Line	Snippet	Context
MEDIUM	Microsoft/copilot-cli.md	824	### Continuation Summary (injected when context window is exhausted)	COMMENT
MEDIUM	xAI/grok-build.md	212	## 0.5 First, decide whether to build (triage before scaffolding anything)	COMMENT
MEDIUM	xAI/grok-build.md	336	### First scaffold — required entry files	COMMENT
MEDIUM	Anthropic/claude-haiku-5.5.md	1240	### Behavioral guardrails	COMMENT
MEDIUM	Anthropic/claude-haiku-5.5.md	1505	## Preferences guardrails	COMMENT
MEDIUM	Anthropic/claude-sonnet-5.5.md	947	### Behavioral guardrails	COMMENT
MEDIUM	Anthropic/claude-sonnet-5.5.md	1212	## Preferences guardrails	COMMENT
MEDIUM	…e-code/skills/claude-api/python/claude-api/tool-use.md	42	# The tool runner handles the agentic loop automatically	COMMENT
MEDIUM	…de/skills/claude-api/typescript/claude-api/tool-use.md	45	// The tool runner handles the agentic loop and returns the final message	COMMENT
MEDIUM	…laude-code/skills/claude-api/shared/model-migration.md	1195	output_config={"effort": "high"}, # or "xhigh" for the hardest coding/agentic tasks	CODE
MEDIUM	…ude-api/shared/managed-agents-self-hosted-sandboxes.md	156	## Container orchestration (mid-level)	COMMENT
MEDIUM	…ude-code/skills/claude-api/shared/tool-use-concepts.md	135	# Handle pause_turn in your agentic loop	COMMENT
MEDIUM	…thropic/claude-code/skills/claude-api/shared/models.md	13	m.max_input_tokens # context window (int)	CODE
MEDIUM	…api/shared/preserved-thinking-migration/prefix_diff.py	1385	# Each lead: (title, line pattern, context pattern or None, context window in lines, scope)	COMMENT
MEDIUM	…thropic/claude-design/starter-components/deck-stage.js	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
MEDIUM	…ic/claude-design/starter-components/browser-window.jsx	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
MEDIUM	…opic/claude-design/starter-components/three-d-stage.js	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
MEDIUM	…opic/claude-design/starter-components/macos-window.jsx	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
MEDIUM	…pic/claude-design/starter-components/android-frame.jsx	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
MEDIUM	…pic/claude-design/starter-components/animations-v3.jsx	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
MEDIUM	Anthropic/claude-design/starter-components/doc-page.js	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
MEDIUM	…thropic/claude-design/starter-components/ios-frame.jsx	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
MEDIUM	…thropic/claude-design/starter-components/image-slot.js	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
MEDIUM	…opic/claude-design/starter-components/tweaks-panel.jsx	1	// @ds-adherence-ignore -- omelette starter scaffold (raw elements/hex/px by design)	COMMENT
MEDIUM	…aude-constitution/2026-01-20-claude-constitution-v2.md	395	Consider a situation where Claude is asked to keep its system prompt confidential. In that case, Claude should not direc	CODE
MEDIUM	Anthropic/claude-cowork/claude-cowork.md	25	Claude is accessible via an API and Claude Platform. The Claude model family currently includes Claude Fable, Claude Opu	CODE
MEDIUM	…create-data-context/references/sample-context-skill.md	54	<!-- AUTHORING: For substantive domain definitions, insert the category tables and Sources from [data-context authoring]	CODE
MEDIUM	…reate-data-context/references/packaging-and-sharing.md	195	1. Read back the written files and compare them with the approved content or diff. Confirm owner, activation scope, prov	CODE

Magic Placeholder Names15 hits · 75 pts

Severity	File	Line	Snippet	Context
HIGH	…ogle/antigravity/skills/gemini-omni-flash-api/SKILL.md	48	export GEMINI_API_KEY="your-api-key"	CODE
HIGH	Google/antigravity/skills/gemini-live-api-dev/SKILL.md	81	client = genai.Client(api_key="YOUR_API_KEY")	CODE
HIGH	Google/antigravity/skills/gemini-live-api-dev/SKILL.md	89	const ai = new GoogleGenAI({ apiKey: 'YOUR_API_KEY' });	CODE
HIGH	…/claude-code/skills/claude-api/go/claude-api/README.md	24	option.WithAPIKey("your-api-key"),	CODE
HIGH	…ude-code/skills/claude-api/go/managed-agents/README.md	28	option.WithAPIKey("your-api-key"),	CODE
HIGH	…ude-code/skills/claude-api/python/claude-api/README.md	20	client = anthropic.Anthropic(api_key="your-api-key")	CODE
HIGH	…code/skills/claude-api/python/managed-agents/README.md	24	client = anthropic.Anthropic(api_key="your-api-key")	CODE
HIGH	…code/skills/claude-api/typescript/claude-api/README.md	26	const client = new Anthropic({ apiKey: "your-api-key" });	CODE
HIGH	…/skills/claude-api/typescript/managed-agents/README.md	24	const client = new Anthropic({ apiKey: "your-api-key" });	CODE
HIGH	…laude-code/skills/claude-api/java/claude-api/README.md	71	.apiKey("your-api-key")	CODE
HIGH	…de-code/skills/claude-api/php/managed-agents/README.md	24	$client = new Client(apiKey: 'your-api-key');	CODE
HIGH	…thropic/claude-code/skills/claude-api/curl/examples.md	8	export ANTHROPIC_API_KEY="your-api-key"	CODE
HIGH	…c/claude-code/skills/claude-api/curl/managed-agents.md	8	export ANTHROPIC_API_KEY="your-api-key"	CODE
HIGH	…laude-code/skills/claude-api/ruby/claude-api/README.md	20	client = Anthropic::Client.new(api_key: "your-api-key")	CODE
HIGH	…e-code/skills/claude-api/ruby/managed-agents/README.md	22	client = Anthropic::Client.new(api_key: "your-api-key")	CODE

Hallucination Indicators4 hits · 60 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	…opic/claude-code/skills/claude-api/shared/admin-api.md	132	client.beta.organization.workspaces.members.add(	CODE
CRITICAL⚡	…opic/claude-code/skills/claude-api/shared/admin-api.md	141	client.beta.organization.workspaces.rate_limits.list("wrkspc_...")	CODE
CRITICAL⚡	…opic/claude-code/skills/claude-api/shared/admin-api.md	145	issuer = client.beta.organization.federation.issuers.create(	CODE
CRITICAL⚡	…opic/claude-code/skills/claude-api/shared/admin-api.md	150	client.beta.organization.federation.rules.create(	CODE

Unused Imports40 hits · 40 pts

Severity	File	Line	Context
LOW	…ills/gemini-omni-flash-api/scripts/video/prep_video.py	6	CODE
LOW	…/gemini-omni-flash-api/scripts/video/generate_video.py	17	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_connect.py	23	CODE
LOW	…se-code/skills/fleet-manager/scripts/fleet_machines.py	26	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_session.py	19	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_context.py	24	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_context.py	29	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_context.py	30	CODE
LOW	…a/muse-code/skills/fleet-manager/scripts/fleet_tmux.py	18	CODE
LOW	…a/muse-code/skills/fleet-manager/scripts/fleet_tmux.py	27	CODE
LOW	…muse-code/skills/fleet-manager/scripts/fleet_remote.py	39	CODE
LOW	…se-code/skills/fleet-manager/scripts/fleet_contract.py	21	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_manager.py	38	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_manager.py	64	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_manager.py	68	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_manager.py	68	CODE
LOW	…use-code/skills/fleet-manager/scripts/fleet_manager.py	68	CODE
LOW	…ta/muse-code/skills/doctor/scripts/session-evidence.py	4	CODE
LOW	Meta/muse-code/skills/import/scripts/find-session.py	8	CODE
LOW	…code/skills/xlsx/scripts/office/validators/__init__.py	5	CODE
LOW	…code/skills/xlsx/scripts/office/validators/__init__.py	6	CODE
LOW	…code/skills/xlsx/scripts/office/validators/__init__.py	7	CODE
LOW	…code/skills/xlsx/scripts/office/validators/__init__.py	8	CODE
LOW	…-code/skills/xlsx/scripts/office/helpers/pptx_chart.py	8	CODE
LOW	…-code/skills/xlsx/scripts/office/helpers/pptx_slide.py	8	CODE
LOW	…-code/skills/xlsx/scripts/office/helpers/pptx_theme.py	8	CODE
LOW	…code/skills/pptx/scripts/office/validators/__init__.py	5	CODE
LOW	…code/skills/pptx/scripts/office/validators/__init__.py	6	CODE
LOW	…code/skills/pptx/scripts/office/validators/__init__.py	7	CODE
LOW	…code/skills/pptx/scripts/office/validators/__init__.py	8	CODE
LOW	…-code/skills/pptx/scripts/office/helpers/pptx_chart.py	8	CODE
LOW	…-code/skills/pptx/scripts/office/helpers/pptx_slide.py	8	CODE
LOW	…-code/skills/pptx/scripts/office/helpers/pptx_theme.py	8	CODE
LOW	…code/skills/docx/scripts/office/validators/__init__.py	5	CODE
LOW	…code/skills/docx/scripts/office/validators/__init__.py	6	CODE
LOW	…code/skills/docx/scripts/office/validators/__init__.py	7	CODE
LOW	…code/skills/docx/scripts/office/validators/__init__.py	8	CODE
LOW	…-code/skills/docx/scripts/office/helpers/pptx_chart.py	8	CODE
LOW	…-code/skills/docx/scripts/office/helpers/pptx_slide.py	8	CODE
LOW	…-code/skills/docx/scripts/office/helpers/pptx_theme.py	8	CODE

AI Slop Vocabulary8 hits · 28 pts

Severity	File	Line	Snippet	Context
MEDIUM	Meta/muse-agent/skills/flightaware/eval/scenarios.yaml	9	# harness supports it for FlightAware.	COMMENT
MEDIUM	Meta/muse-agent/skills/meta-ads/eval/scenarios.yaml	229	# - Forced tool failure. Nothing in the harness makes a specific ads tool error	COMMENT
MEDIUM	…de-code/skills/plugin-authoring/types/claude-code.d.ts	3385	* // allow-list under it is the robust guard, a deny-list on spellings	COMMENT
MEDIUM⚡	…hared/preserved-thinking-migration/drop_block_probe.py	345	# No tool may run during a replay, server-side or the harness's own: tool_choice is outside the compared	COMMENT
MEDIUM⚡	…hared/preserved-thinking-migration/drop_block_probe.py	354	# part of the compared tool set, so removing the entry would read as a tool_set_changed break the harness	COMMENT
MEDIUM⚡	…hared/preserved-thinking-migration/drop_block_probe.py	355	# never made. validate() warns when the entry carries an authorization_token (it goes out as the harness	COMMENT
MEDIUM	…hared/preserved-thinking-migration/drop_block_probe.py	693	# a false pass (a replay key from another account than the capture's, or a harness that switches accounts).	COMMENT
MEDIUM	…hared/preserved-thinking-migration/drop_block_probe.py	709	# a thinking block whose text was changed is a different 400 ("cannot be modified"): a harness finding,	COMMENT

Synthetic Comment Markers2 hits · 12 pts

Severity	File	Line	Snippet	Context
HIGH	GLM/skills/pdf/SKILL.md	953	- [ ] No process artifacts in output: NEVER include version numbers ("V3"), iteration markers, draft labels ("DRAFT"	CODE
HIGH	GLM/skills/pptx/SKILL.md	135	## 9. Avoid list (sources of an "AI-generated" look)	COMMENT

Redundant / Tautological Comments4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…s/gemini-omni-flash-api/scripts/video/inspect_video.py	48	# Check if ffprobe is available	COMMENT
LOW	…ills/gemini-omni-flash-api/scripts/video/prep_video.py	43	# Check if ffmpeg is available	COMMENT
LOW	…ills/gemini-omni-flash-api/scripts/video/prep_video.py	93	# Check if the source video file is large (>25MB)	COMMENT
LOW	…/gemini-omni-flash-api/scripts/video/generate_video.py	214	# Check if ffmpeg is available	COMMENT

Modern Structural Boilerplate5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	…code/skills/xlsx/scripts/office/validators/__init__.py	10	__all__ = [	CODE
LOW	Anthropic/claude-code/skills/pptx/scripts/clean.py	233	def update_content_types(unpacked_dir: Path, removed_files: list[str]) -> None:	CODE
LOW	…code/skills/pptx/scripts/office/validators/__init__.py	10	__all__ = [	CODE
LOW	…opic/claude-code/skills/docx/scripts/accept_changes.py	14	logger = logging.getLogger(__name__)	CODE
LOW	…code/skills/docx/scripts/office/validators/__init__.py	10	__all__ = [	CODE

Verbosity Indicators2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW⚡	…ty/skills/gemini-omni-flash-api/scripts/upload_file.py	181	# Step 1: Initialize Client with explicit request timeout bounds (300s = 300,000ms)	COMMENT
LOW⚡	…ty/skills/gemini-omni-flash-api/scripts/upload_file.py	184	# Step 2: Upload file using SDK	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	Anthropic/old/claude-3.7-sonnet-w-tools.xml	564	<function>{"description": "The analysis tool (also known as the REPL) can be used to execute code in a JavaScript enviro	CODE

AI Structural Patterns1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…/gemini-omni-flash-api/scripts/video/generate_video.py	285		CODE

asgeirtj/system_prompts_leaks

Open-Source Code Quality, Security and Technical Debt Review