AI Slop Code RIsk Monitor

anthropics/skills

Public repository for Agent Skills

19.8 Elevated pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for anthropics/skills, a Python project with 180,309 GitHub stars. SynthScan examined 57,406 lines of code across 269 source files, recording 548 pattern matches distributed across 19 syntactic categories. The legacy adjusted pattern signal is 19.8 (Elevated pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

19.8
Adjusted Signal
19.8
Raw Pattern Score
100%
Time Factor
2026-10-09
Last Push
180.3K
Stars
Python
Language
57.4K
Lines of Code
269
Files
548
Pattern Hits
2026-10-12
Scan Date
0.35
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 31.5/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 319 finding(s).

Hallucinated Dependency & Supply Chain Risk 17.5/100 · LOW

Are imports declared and package/API names verified? 62 finding(s).

Agent Over-Engineering Ratio 38.6/100 · MEDIUM

Are wrappers, guards, and repeated structures necessary? 246 finding(s).

PR Review Velocity Impact 63.2/100 · HIGH

Which changes need focused human review? 548 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 89MEDIUM 59LOW 396

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 548 distinct pattern matches across 19 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.

Structural Annotation Overuse108 hits · 194 pts
SeverityFileLineSnippetContext
LOW⚡skills/doc-coauthoring/SKILL.md154### Step 1: Clarifying QuestionsCOMMENT
LOW⚡skills/doc-coauthoring/SKILL.md162### Step 2: BrainstormingCOMMENT
LOW⚡skills/doc-coauthoring/SKILL.md170### Step 3: CurationCOMMENT
LOWskills/doc-coauthoring/SKILL.md182### Step 4: Gap CheckCOMMENT
LOWskills/doc-coauthoring/SKILL.md186### Step 5: DraftingCOMMENT
LOWskills/doc-coauthoring/SKILL.md205### Step 6: Iterative RefinementCOMMENT
LOW⚡skills/doc-coauthoring/SKILL.md255### Step 1: Predict Reader QuestionsCOMMENT
LOW⚡skills/doc-coauthoring/SKILL.md261### Step 2: Test with Sub-AgentCOMMENT
LOW⚡skills/doc-coauthoring/SKILL.md269### Step 3: Run Additional ChecksCOMMENT
LOW⚡skills/doc-coauthoring/SKILL.md277### Step 4: Report and FixCOMMENT
LOWskills/doc-coauthoring/SKILL.md294### Step 1: Predict Reader QuestionsCOMMENT
LOWskills/doc-coauthoring/SKILL.md300### Step 2: Setup TestingCOMMENT
LOWskills/doc-coauthoring/SKILL.md314### Step 3: Additional ChecksCOMMENT
LOWskills/doc-coauthoring/SKILL.md321### Step 4: Iterate Based on ResultsCOMMENT
LOWskills/claude-api/python/claude-api/sdk-upgrade.md12## Step 0: Confirm scope, current version, and targetCOMMENT
LOWskills/claude-api/python/claude-api/sdk-upgrade.md22## Step 1: Inventory the call sitesCOMMENT
LOWskills/claude-api/python/claude-api/sdk-upgrade.md47## Step 2: Environment - Python >= 3.10 and the dependency pinsCOMMENT
LOWskills/claude-api/python/claude-api/sdk-upgrade.md143## Step 5: Text Completions -> Messages (the one non-mechanical change)COMMENT
LOWskills/claude-api/python/claude-api/sdk-upgrade.md174## Step 6: Removed request parametersCOMMENT
LOWskills/claude-api/python/claude-api/sdk-upgrade.md197## Step 7: Renamed and removed names (pure renames)COMMENT
LOWskills/claude-api/python/claude-api/sdk-upgrade.md208## Step 8: Removed helper arguments and behaviourCOMMENT
LOW⚡skills/claude-api/python/claude-api/sdk-upgrade.md249## Step 9: Header names are matched case-insensitivelyCOMMENT
LOW⚡skills/claude-api/python/claude-api/sdk-upgrade.md253## Step 10: Bedrock - a region is requiredCOMMENT
LOW⚡skills/claude-api/python/claude-api/sdk-upgrade.md259## Step 11: VerifyCOMMENT
LOW⚡skills/claude-api/python/claude-api/sdk-upgrade.md265## Step 12: ReportCOMMENT
LOWskills/claude-api/shared/cost-optimization.md18## Step 0: Establish scope, quality bar, and baselineCOMMENT
LOWskills/claude-api/shared/cost-optimization.md32## Step 1: Profile where the tokens goCOMMENT
LOWskills/claude-api/shared/cost-optimization.md94## Step 2: Work the levers in orderCOMMENT
LOWskills/claude-api/shared/cost-optimization.md190## Step 3: Apply, measure, keep or revert - one lever at a timeCOMMENT
LOWskills/claude-api/shared/cost-optimization.md223## Step 4: DeliverablesCOMMENT
LOW…ills/claude-api/shared/preserved-thinking-migration.md32## Step 0: Establish scope, quality bar, and baselineCOMMENT
LOW…ills/claude-api/shared/preserved-thinking-migration.md57## Step 1: Find the editsCOMMENT
LOW…ills/claude-api/shared/preserved-thinking-migration.md114## Step 2: Measure with `drop_block` on a test sliceCOMMENT
LOW…ills/claude-api/shared/preserved-thinking-migration.md185## Step 3: Fix one cause per diff, re-measure, keep or revertCOMMENT
LOW…ills/claude-api/shared/preserved-thinking-migration.md223## Step 4: DeliverablesCOMMENT
LOWskills/claude-api/shared/model-migration.md43## Step 0: Confirm the migration scopeCOMMENT
LOWskills/claude-api/shared/model-migration.md76## Step 1: Classify each fileCOMMENT
LOWskills/claude-api/shared/prompt-audit.md20## Step 0: Establish scope and target modelCOMMENT
LOWskills/claude-api/shared/prompt-audit.md27## Step 1: Inventory the prompt surfaceCOMMENT
LOW⚡skills/claude-api/shared/prompt-audit.md39## Step 2: Establish provenanceCOMMENT
LOW⚡skills/claude-api/shared/prompt-audit.md45## Step 3: Classify every line - the deletion ruleCOMMENT
LOW⚡skills/claude-api/shared/prompt-audit.md54## Step 4: Scan for the anti-pattern groupsCOMMENT
LOWskills/claude-api/shared/prompt-audit.md205## Step 5: Produce the audit reportCOMMENT
LOWskills/claude-api/shared/prompt-audit.md222## Step 6: Produce the proposed diffCOMMENT
LOWskills/claude-api/shared/prompt-audit.md231## Step 7: Verify - removal is a hypothesis, not a conclusionCOMMENT
LOWskills/claude-api/shared/evals/build-eval.md19## Step 0: Understand what's being evaluatedCOMMENT
LOWskills/claude-api/shared/evals/build-eval.md39## Step 1: Find or build the input setCOMMENT
LOWskills/claude-api/shared/evals/build-eval.md68## Step 2: Decide how to gradeCOMMENT
LOWskills/claude-api/shared/evals/build-eval.md103## Step 3: Make it runnableCOMMENT
LOWskills/claude-api/shared/evals/build-eval.md193## Step 4: Hand it overCOMMENT
LOWskills/claude-api/shared/evals/eval-hillclimb.md17## Step 0: Confirm there's a runnable evalCOMMENT
LOWskills/claude-api/shared/evals/eval-hillclimb.md53## Step 1: Agree on the goal, what to change, and how it's wired inCOMMENT
LOWskills/claude-api/shared/evals/eval-hillclimb.md86## Step 2: Agree on a stopping condition (and a budget, if cost matters)COMMENT
LOWskills/claude-api/shared/evals/eval-hillclimb.md124## Step 3: Set up state, split the data, and take a baselineCOMMENT
LOWskills/claude-api/shared/evals/eval-hillclimb.md223## Step 4: The loopCOMMENT
LOWskills/claude-api/shared/evals/eval-hillclimb.md304## Step 5: Report and hand backCOMMENT
LOWskills/pdf/forms.md81## Step 1: Try Structure Extraction FirstCOMMENT
LOWskills/pdf/forms.md270## Step 2: Validate Before FillingCOMMENT
LOWskills/pdf/forms.md281## Step 3: Fill the FormCOMMENT
LOWskills/pdf/forms.md286## Step 4: Verify OutputCOMMENT
48 more matches not shown…
Cross-File Repetition36 hits · 180 pts
SeverityFileLineSnippetContext
HIGHskills/xlsx/scripts/office/validate.py0command line tool to validate office document xml files against xsd schemas and tracked changes. usage: python validate.STRING
HIGHskills/pptx/scripts/office/validate.py0command line tool to validate office document xml files against xsd schemas and tracked changes. usage: python validate.STRING
HIGHskills/docx/scripts/office/validate.py0command line tool to validate office document xml files against xsd schemas and tracked changes. usage: python validate.STRING
HIGHskills/xlsx/scripts/office/soffice.py0helper for running libreoffice (soffice) in environments where af_unix sockets may be blocked (e.g., sandboxed vms). detSTRING
HIGHskills/pptx/scripts/office/soffice.py0helper for running libreoffice (soffice) in environments where af_unix sockets may be blocked (e.g., sandboxed vms). detSTRING
HIGHskills/docx/scripts/office/soffice.py0helper for running libreoffice (soffice) in environments where af_unix sockets may be blocked (e.g., sandboxed vms). detSTRING
HIGHskills/xlsx/scripts/office/soffice.py0#define _gnu_source #include <dlfcn.h> #include <errno.h> #include <signal.h> #include <stdio.h> #include <stdlib.h> #inSTRING
HIGHskills/pptx/scripts/office/soffice.py0#define _gnu_source #include <dlfcn.h> #include <errno.h> #include <signal.h> #include <stdio.h> #include <stdlib.h> #inSTRING
HIGHskills/docx/scripts/office/soffice.py0#define _gnu_source #include <dlfcn.h> #include <errno.h> #include <signal.h> #include <stdio.h> #include <stdlib.h> #inSTRING
HIGHskills/xlsx/scripts/office/validators/docx.py0validator for word document xml files against xsd schemas.STRING
HIGHskills/pptx/scripts/office/validators/docx.py0validator for word document xml files against xsd schemas.STRING
HIGHskills/docx/scripts/office/validators/docx.py0validator for word document xml files against xsd schemas.STRING
HIGHskills/xlsx/scripts/office/validators/redlining.py0validator for tracked changes in word documents. detects untracked edits in word/document.xml: text that differs from thSTRING
HIGHskills/pptx/scripts/office/validators/redlining.py0validator for tracked changes in word documents. detects untracked edits in word/document.xml: text that differs from thSTRING
HIGHskills/docx/scripts/office/validators/redlining.py0validator for tracked changes in word documents. detects untracked edits in word/document.xml: text that differs from thSTRING
HIGHskills/xlsx/scripts/office/validators/pptx.py0validator for powerpoint presentation xml files against xsd schemas.STRING
HIGHskills/pptx/scripts/office/validators/pptx.py0validator for powerpoint presentation xml files against xsd schemas.STRING
HIGHskills/docx/scripts/office/validators/pptx.py0validator for powerpoint presentation xml files against xsd schemas.STRING
HIGHskills/xlsx/scripts/office/validators/base.py0base validator with common validation logic for document files.STRING
HIGHskills/pptx/scripts/office/validators/base.py0base validator with common validation logic for document files.STRING
HIGHskills/docx/scripts/office/validators/base.py0base validator with common validation logic for document files.STRING
HIGHskills/xlsx/scripts/office/helpers/pptx_chart.py0find chart xml that powerpoint refuses but the schema accepts. detection only: for either fault more than one repair is STRING
HIGHskills/pptx/scripts/office/helpers/pptx_chart.py0find chart xml that powerpoint refuses but the schema accepts. detection only: for either fault more than one repair is STRING
HIGHskills/docx/scripts/office/helpers/pptx_chart.py0find chart xml that powerpoint refuses but the schema accepts. detection only: for either fault more than one repair is STRING
HIGHskills/xlsx/scripts/office/helpers/pptx_chart.py0\s*<c:axid\b[^>]*?\bval=["'](-?\d+)["']\s*(?:/>|>\s*</c:axid\s*>)STRING
HIGHskills/pptx/scripts/office/helpers/pptx_chart.py0\s*<c:axid\b[^>]*?\bval=["'](-?\d+)["']\s*(?:/>|>\s*</c:axid\s*>)STRING
HIGHskills/docx/scripts/office/helpers/pptx_chart.py0\s*<c:axid\b[^>]*?\bval=["'](-?\d+)["']\s*(?:/>|>\s*</c:axid\s*>)STRING
HIGHskills/xlsx/scripts/office/helpers/pptx_chart.py0<c:(catax|valax|serax|dateax)\b[^>]*(?<!/)>\s*<c:axid\b[^>]*?\bval=["'](-?\d+)["']STRING
HIGHskills/pptx/scripts/office/helpers/pptx_chart.py0<c:(catax|valax|serax|dateax)\b[^>]*(?<!/)>\s*<c:axid\b[^>]*?\bval=["'](-?\d+)["']STRING
HIGHskills/docx/scripts/office/helpers/pptx_chart.py0<c:(catax|valax|serax|dateax)\b[^>]*(?<!/)>\s*<c:axid\b[^>]*?\bval=["'](-?\d+)["']STRING
HIGHskills/xlsx/scripts/office/helpers/pptx_slide.py0pick the slide-xml schema errors powerpoint refuses the file over. a denylist over lxml's messages, so an unrecognised eSTRING
HIGHskills/pptx/scripts/office/helpers/pptx_slide.py0pick the slide-xml schema errors powerpoint refuses the file over. a denylist over lxml's messages, so an unrecognised eSTRING
HIGHskills/docx/scripts/office/helpers/pptx_slide.py0pick the slide-xml schema errors powerpoint refuses the file over. a denylist over lxml's messages, so an unrecognised eSTRING
HIGHskills/xlsx/scripts/office/helpers/pptx_theme.py0find masters sharing a theme part in the way powerpoint refuses to open. reports only; the fix is to move <p:notesmasterSTRING
HIGHskills/pptx/scripts/office/helpers/pptx_theme.py0find masters sharing a theme part in the way powerpoint refuses to open. reports only; the fix is to move <p:notesmasterSTRING
HIGHskills/docx/scripts/office/helpers/pptx_theme.py0find masters sharing a theme part in the way powerpoint refuses to open. reports only; the fix is to move <p:notesmasterSTRING
Excessive Try-Catch Wrapping89 hits · 126 pts
SeverityFileLineSnippetContext
MEDIUMskills/claude-api/python/claude-api/tool-use.md453 print(f"Error: {result.stderr}")CODE
LOWskills/claude-api/shared/managed-agents-webhooks.md40 except Exception:CODE
MEDIUMskills/claude-api/shared/managed-agents-webhooks.md34def webhook():CODE
LOW…hared/preserved-thinking-migration/drop_block_probe.py118except Exception: # pragma: no coverCODE
LOWskills/xlsx/scripts/recalc.py135 except Exception as e:CODE
LOWskills/xlsx/scripts/recalc.py141 except Exception as e:CODE
LOWskills/xlsx/scripts/recalc.py278 except Exception as e:CODE
MEDIUMskills/xlsx/scripts/recalc.py41def has_gtimeout():CODE
MEDIUMskills/xlsx/scripts/office/validate.py32 print(f"Error: {message}", file=sys.stderr)CODE
MEDIUMskills/xlsx/scripts/office/validate.py150 print(f"Error: Validation not supported for file type {family}")CODE
LOW⚡skills/xlsx/scripts/office/validators/docx.py177 except Exception as e:CODE
MEDIUM⚡skills/xlsx/scripts/office/validators/docx.py178 print(f"Error counting paragraphs in unpacked document: {e}")CODE
LOWskills/xlsx/scripts/office/validators/docx.py200 except Exception as e:CODE
MEDIUMskills/xlsx/scripts/office/validators/docx.py201 print(f"Error counting paragraphs in original document: {e}")CODE
LOWskills/xlsx/scripts/office/validators/docx.py459 except Exception:CODE
LOWskills/xlsx/scripts/office/validators/redlining.py50 except Exception as e:CODE
LOWskills/xlsx/scripts/office/validators/pptx.py361 except Exception as e:CODE
LOWskills/xlsx/scripts/office/validators/base.py157 except Exception:CODE
LOWskills/xlsx/scripts/office/validators/base.py173 except Exception as e:CODE
LOWskills/xlsx/scripts/office/validators/base.py380 except Exception as e:CODE
LOWskills/xlsx/scripts/office/validators/base.py479 except Exception as e:CODE
LOWskills/xlsx/scripts/office/validators/base.py589 except Exception:CODE
LOWskills/xlsx/scripts/office/validators/base.py608 except Exception as e:CODE
LOWskills/xlsx/scripts/office/validators/base.py809 except Exception as e:CODE
LOWskills/pdf/reference.md484 except Exception as e:CODE
LOWskills/pdf/reference.md504 except Exception as e:CODE
LOWskills/pdf/reference.md578except Exception as e:CODE
MEDIUMskills/skill-creator/eval-viewer/generate_review.py408 print(f"Error: {workspace} is not a directory", file=sys.stderr)CODE
LOWskills/skill-creator/scripts/run_eval.py223 except Exception as e:CODE
MEDIUMskills/skill-creator/scripts/run_eval.py276 print(f"Error: No SKILL.md found at {skill_path}", file=sys.stderr)CODE
LOWskills/skill-creator/scripts/package_skill.py106 except Exception as e:CODE
MEDIUMskills/skill-creator/scripts/improve_description.py205 print(f"Error: No SKILL.md found at {skill_path}", file=sys.stderr)CODE
MEDIUMskills/skill-creator/scripts/run_loop.py265 print(f"Error: No SKILL.md found at {skill_path}", file=sys.stderr)CODE
MEDIUMskills/pptx/scripts/clean.py294 print(f"Error: {unpacked_dir} not found", file=sys.stderr)CODE
MEDIUMskills/pptx/scripts/clean.py300 print(f"Error: {e}", file=sys.stderr)CODE
MEDIUMskills/pptx/scripts/add_slide.py72 print(f"Error: {msg}", file=sys.stderr)CODE
MEDIUMskills/pptx/scripts/thumbnail.py70 print(f"Error: Invalid PowerPoint file: {args.input}", file=sys.stderr)CODE
MEDIUMskills/pptx/scripts/thumbnail.py83 print("Error: No slides found", file=sys.stderr)CODE
LOWskills/pptx/scripts/thumbnail.py94 except Exception as e:CODE
MEDIUMskills/pptx/scripts/thumbnail.py95 print(f"Error: {e}", file=sys.stderr)CODE
LOWskills/pptx/scripts/thumbnail.py268 except Exception:CODE
MEDIUMskills/pptx/scripts/office/validate.py32 print(f"Error: {message}", file=sys.stderr)CODE
MEDIUMskills/pptx/scripts/office/validate.py150 print(f"Error: Validation not supported for file type {family}")CODE
LOW⚡skills/pptx/scripts/office/validators/docx.py177 except Exception as e:CODE
MEDIUM⚡skills/pptx/scripts/office/validators/docx.py178 print(f"Error counting paragraphs in unpacked document: {e}")CODE
LOWskills/pptx/scripts/office/validators/docx.py200 except Exception as e:CODE
MEDIUMskills/pptx/scripts/office/validators/docx.py201 print(f"Error counting paragraphs in original document: {e}")CODE
LOWskills/pptx/scripts/office/validators/docx.py459 except Exception:CODE
LOWskills/pptx/scripts/office/validators/redlining.py50 except Exception as e:CODE
LOWskills/pptx/scripts/office/validators/pptx.py361 except Exception as e:CODE
LOWskills/pptx/scripts/office/validators/base.py157 except Exception:CODE
LOWskills/pptx/scripts/office/validators/base.py173 except Exception as e:CODE
LOWskills/pptx/scripts/office/validators/base.py380 except Exception as e:CODE
LOWskills/pptx/scripts/office/validators/base.py479 except Exception as e:CODE
LOWskills/pptx/scripts/office/validators/base.py589 except Exception:CODE
LOWskills/pptx/scripts/office/validators/base.py608 except Exception as e:CODE
LOWskills/pptx/scripts/office/validators/base.py809 except Exception as e:CODE
LOWskills/slack-gif-creator/core/validators.py60 except Exception as e:CODE
MEDIUMskills/webapp-testing/scripts/with_server.py49 print("Error: No command specified to run")CODE
MEDIUMskills/webapp-testing/scripts/with_server.py54 print("Error: Number of --server and --port arguments must match")CODE
29 more matches not shown…
Empty Error Handlers25 hits · 125 pts
SeverityFileLineSnippetContext
HIGH…api/shared/preserved-thinking-migration/prefix_diff.py78except (AttributeError, ValueError): # a non-TextIOWrapper stand-in; nothing to configureCODE
HIGH…hared/preserved-thinking-migration/drop_block_probe.py112except (AttributeError, ValueError): # a non-TextIOWrapper stand-in; nothing to configureCODE
HIGH…hared/preserved-thinking-migration/drop_block_probe.py1053except OSError:CODE
HIGH…hared/preserved-thinking-migration/drop_block_probe.py396except ValueError:CODE
HIGHskills/xlsx/scripts/office/validators/docx.py459except Exception:CODE
HIGHskills/xlsx/scripts/office/validators/redlining.py247except (subprocess.CalledProcessError, FileNotFoundError, Exception):CODE
HIGHskills/xlsx/scripts/office/validators/base.py157except Exception:CODE
HIGHskills/skill-creator/eval-viewer/generate_review.py303except subprocess.TimeoutExpired:CODE
HIGHskills/skill-creator/eval-viewer/generate_review.py231except (json.JSONDecodeError, OSError, KeyError):CODE
HIGHskills/skill-creator/eval-viewer/generate_review.py428except (json.JSONDecodeError, OSError):CODE
HIGHskills/skill-creator/eval-viewer/generate_review.py97except (json.JSONDecodeError, OSError):CODE
HIGHskills/skill-creator/eval-viewer/generate_review.py135except (json.JSONDecodeError, OSError):CODE
HIGHskills/skill-creator/eval-viewer/generate_review.py111except OSError:CODE
HIGHskills/skill-creator/eval-viewer/generate_review.py299except (ProcessLookupError, ValueError):CODE
HIGHskills/skill-creator/eval-viewer/generate_review.py340except (json.JSONDecodeError, OSError):CODE
HIGHskills/skill-creator/scripts/aggregate_benchmark.py146except json.JSONDecodeError:CODE
HIGHskills/pptx/scripts/office/validators/docx.py459except Exception:CODE
HIGHskills/pptx/scripts/office/validators/redlining.py247except (subprocess.CalledProcessError, FileNotFoundError, Exception):CODE
HIGHskills/pptx/scripts/office/validators/base.py157except Exception:CODE
HIGHskills/slack-gif-creator/core/validators.py48except EOFError:CODE
HIGHskills/docx/scripts/comment.py130except ValueError:CODE
HIGHskills/docx/scripts/comment.py143except ValueError:CODE
HIGHskills/docx/scripts/office/validators/docx.py459except Exception:CODE
HIGHskills/docx/scripts/office/validators/redlining.py247except (subprocess.CalledProcessError, FileNotFoundError, Exception):CODE
HIGHskills/docx/scripts/office/validators/base.py157except Exception:CODE
Deep Nesting105 hits · 96 pts
SeverityFileLineSnippetContext
LOW…api/shared/preserved-thinking-migration/prefix_diff.py118CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py248CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py381CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py398CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py432CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py494CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py570CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py626CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py732CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py855CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py1128CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py1291CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py1453CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py129CODE
LOW…api/shared/preserved-thinking-migration/prefix_diff.py259CODE
LOW…hared/preserved-thinking-migration/drop_block_probe.py146CODE
LOW…hared/preserved-thinking-migration/drop_block_probe.py199CODE
LOW…hared/preserved-thinking-migration/drop_block_probe.py256CODE
LOW…hared/preserved-thinking-migration/drop_block_probe.py449CODE
LOW…hared/preserved-thinking-migration/drop_block_probe.py620CODE
LOW…hared/preserved-thinking-migration/drop_block_probe.py788CODE
LOWskills/xlsx/scripts/recalc.py81CODE
LOWskills/xlsx/scripts/recalc.py164CODE
LOWskills/xlsx/scripts/office/validators/docx.py69CODE
LOWskills/xlsx/scripts/office/validators/docx.py115CODE
LOWskills/xlsx/scripts/office/validators/docx.py260CODE
LOWskills/xlsx/scripts/office/validators/docx.py316CODE
LOWskills/xlsx/scripts/office/validators/docx.py409CODE
LOWskills/xlsx/scripts/office/validators/redlining.py181CODE
LOWskills/xlsx/scripts/office/validators/redlining.py252CODE
LOWskills/xlsx/scripts/office/validators/pptx.py228CODE
LOWskills/xlsx/scripts/office/validators/pptx.py270CODE
LOWskills/xlsx/scripts/office/validators/pptx.py376CODE
LOWskills/xlsx/scripts/office/validators/base.py127CODE
LOWskills/xlsx/scripts/office/validators/base.py218CODE
LOWskills/xlsx/scripts/office/validators/base.py310CODE
LOWskills/xlsx/scripts/office/validators/base.py408CODE
LOWskills/xlsx/scripts/office/validators/base.py494CODE
LOWskills/xlsx/scripts/office/validators/base.py517CODE
LOWskills/xlsx/scripts/office/validators/base.py661CODE
LOWskills/xlsx/scripts/office/validators/base.py728CODE
LOWskills/xlsx/scripts/office/helpers/__init__.py85CODE
LOWskills/pdf/scripts/fill_fillable_fields.py11CODE
LOWskills/pdf/scripts/fill_fillable_fields.py55CODE
LOWskills/pdf/scripts/extract_form_field_info.py19CODE
LOWskills/pdf/scripts/extract_form_field_info.py47CODE
LOWskills/pdf/scripts/extract_form_structure.py20CODE
LOWskills/pdf/scripts/check_bounding_boxes.py15CODE
LOWskills/skill-creator/eval-viewer/generate_review.py85CODE
LOWskills/skill-creator/eval-viewer/generate_review.py149CODE
LOWskills/skill-creator/eval-viewer/generate_review.py288CODE
LOWskills/skill-creator/scripts/run_eval.py35CODE
LOWskills/skill-creator/scripts/package_skill.py42CODE
LOWskills/skill-creator/scripts/improve_description.py50CODE
LOWskills/skill-creator/scripts/aggregate_benchmark.py67CODE
LOWskills/skill-creator/scripts/generate_report.py16CODE
LOWskills/skill-creator/scripts/utils.py7CODE
LOWskills/pptx/scripts/clean.py67CODE
LOWskills/pptx/scripts/clean.py183CODE
LOWskills/pptx/scripts/add_slide.py258CODE
45 more matches not shown…
Hyper-Verbose Identifiers79 hits · 80 pts
SeverityFileLineSnippetContext
LOWskills/claude-api/shared/managed-agents-events.md166def connect_with_consolidation(client, session_id):CODE
LOWskills/xlsx/scripts/office/validators/docx.py69 def validate_whitespace_preservation(self):CODE
LOWskills/xlsx/scripts/office/validators/docx.py166 def count_paragraphs_in_unpacked(self):CODE
LOW⚡skills/xlsx/scripts/office/validators/docx.py182 def count_paragraphs_in_original(self):CODE
LOWskills/xlsx/scripts/office/validators/pptx.py90 def validate_master_theme_uniqueness(self):CODE
LOWskills/xlsx/scripts/office/validators/pptx.py270 def validate_slide_layout_ids(self):CODE
LOWskills/xlsx/scripts/office/validators/pptx.py338 def validate_no_duplicate_slide_layouts(self):CODE
LOWskills/xlsx/scripts/office/validators/pptx.py376 def validate_notes_slide_references(self):CODE
LOWskills/xlsx/scripts/office/validators/base.py127 def repair_whitespace_preservation(self) -> int:CODE
LOWskills/xlsx/scripts/office/validators/base.py408 def validate_all_relationship_ids(self):CODE
LOWskills/xlsx/scripts/office/validators/base.py494 def _get_expected_relationship_type(self, element_name):CODE
LOWskills/xlsx/scripts/office/validators/base.py623 def validate_file_against_xsd(self, xml_file, verbose=False):CODE
LOWskills/xlsx/scripts/office/validators/base.py728 def _clean_ignorable_namespaces(self, xml_doc):CODE
LOWskills/xlsx/scripts/office/validators/base.py748 def _remove_ignorable_elements(self, root):CODE
LOWskills/xlsx/scripts/office/validators/base.py767 def _preprocess_for_mc_ignorable(self, xml_doc):CODE
LOWskills/xlsx/scripts/office/validators/base.py778 def _validate_single_file_xsd(self, xml_file, base_path, schema_path=None):CODE
LOWskills/xlsx/scripts/office/validators/base.py812 def _get_original_file_errors(self, xml_file, schema_path=None):CODE
LOWskills/xlsx/scripts/office/validators/base.py842 def _remove_template_tags_from_text_nodes(self, xml_doc):CODE
LOWskills/xlsx/scripts/office/helpers/pptx_chart.py36def _check_stacked_label_positions(part: str, xml: str) -> list[str]:CODE
LOWskills/xlsx/scripts/office/helpers/pptx_chart.py111def _check_chart_axis_references(part: str, xml: str) -> list[str]:CODE
LOWskills/xlsx/scripts/office/helpers/pptx_theme.py74def _notes_master_share_is_inert(files: Mapping[str, bytes]) -> bool:CODE
LOWskills/xlsx/scripts/office/helpers/pptx_theme.py101def find_shared_master_themes(files: Mapping[str, bytes]) -> list[str]:CODE
LOWskills/xlsx/scripts/office/helpers/pptx_theme.py108def live_shared_master_themes(files: Mapping[str, bytes]) -> list[str]:CODE
LOWskills/pdf/scripts/fill_fillable_fields.py55def validation_error_for_field_value(field_info, field_value):CODE
LOWskills/pdf/scripts/extract_form_field_info.py9def get_full_annotation_field_id(annotation):CODE
LOWskills/pdf/scripts/check_bounding_boxes.py15def get_bounding_box_messages(fields_json_stream) -> list[str]:CODE
LOWskills/pdf/scripts/fill_pdf_form_with_annotations.py10def transform_from_image_coords(bbox, image_width, image_height, pdf_width, pdf_height):CODE
LOWskills/pdf/scripts/fill_pdf_form_with_annotations.py23def transform_from_pdf_coords(bbox, pdf_height):CODE
LOWskills/pptx/scripts/clean.py161def remove_orphaned_rels_files(unpacked_dir: Path) -> list[str]:CODE
LOWskills/pptx/scripts/add_slide.py215def _add_to_presentation_rels(unpacked_dir: Path, dest: str) -> str:CODE
LOWskills/pptx/scripts/thumbnail.py179def create_hidden_placeholder(size: tuple[int, int]) -> Image.Image:CODE
LOWskills/pptx/scripts/office/validators/docx.py69 def validate_whitespace_preservation(self):CODE
LOWskills/pptx/scripts/office/validators/docx.py166 def count_paragraphs_in_unpacked(self):CODE
LOW⚡skills/pptx/scripts/office/validators/docx.py182 def count_paragraphs_in_original(self):CODE
LOWskills/pptx/scripts/office/validators/pptx.py90 def validate_master_theme_uniqueness(self):CODE
LOWskills/pptx/scripts/office/validators/pptx.py270 def validate_slide_layout_ids(self):CODE
LOWskills/pptx/scripts/office/validators/pptx.py338 def validate_no_duplicate_slide_layouts(self):CODE
LOWskills/pptx/scripts/office/validators/pptx.py376 def validate_notes_slide_references(self):CODE
LOWskills/pptx/scripts/office/validators/base.py127 def repair_whitespace_preservation(self) -> int:CODE
LOWskills/pptx/scripts/office/validators/base.py408 def validate_all_relationship_ids(self):CODE
LOWskills/pptx/scripts/office/validators/base.py494 def _get_expected_relationship_type(self, element_name):CODE
LOWskills/pptx/scripts/office/validators/base.py623 def validate_file_against_xsd(self, xml_file, verbose=False):CODE
LOWskills/pptx/scripts/office/validators/base.py728 def _clean_ignorable_namespaces(self, xml_doc):CODE
LOWskills/pptx/scripts/office/validators/base.py748 def _remove_ignorable_elements(self, root):CODE
LOWskills/pptx/scripts/office/validators/base.py767 def _preprocess_for_mc_ignorable(self, xml_doc):CODE
LOWskills/pptx/scripts/office/validators/base.py778 def _validate_single_file_xsd(self, xml_file, base_path, schema_path=None):CODE
LOWskills/pptx/scripts/office/validators/base.py812 def _get_original_file_errors(self, xml_file, schema_path=None):CODE
LOWskills/pptx/scripts/office/validators/base.py842 def _remove_template_tags_from_text_nodes(self, xml_doc):CODE
LOWskills/pptx/scripts/office/helpers/pptx_chart.py36def _check_stacked_label_positions(part: str, xml: str) -> list[str]:CODE
LOWskills/pptx/scripts/office/helpers/pptx_chart.py111def _check_chart_axis_references(part: str, xml: str) -> list[str]:CODE
LOWskills/pptx/scripts/office/helpers/pptx_theme.py74def _notes_master_share_is_inert(files: Mapping[str, bytes]) -> bool:CODE
LOWskills/pptx/scripts/office/helpers/pptx_theme.py101def find_shared_master_themes(files: Mapping[str, bytes]) -> list[str]:CODE
LOWskills/pptx/scripts/office/helpers/pptx_theme.py108def live_shared_master_themes(files: Mapping[str, bytes]) -> list[str]:CODE
LOWskills/slack-gif-creator/core/frame_composer.py99def create_gradient_background(CODE
LOWskills/docx/scripts/comment.py178def _ensure_comment_relationships(unpacked_dir: Path) -> None:CODE
LOWskills/docx/scripts/comment.py212def _ensure_comment_content_types(unpacked_dir: Path) -> None:CODE
LOWskills/docx/scripts/merge_runs.py235def _consolidate_text_elements(run, tag: str):CODE
LOWskills/docx/scripts/office/validators/docx.py69 def validate_whitespace_preservation(self):CODE
LOWskills/docx/scripts/office/validators/docx.py166 def count_paragraphs_in_unpacked(self):CODE
LOW⚡skills/docx/scripts/office/validators/docx.py182 def count_paragraphs_in_original(self):CODE
19 more matches not shown…
Magic Placeholder Names13 hits · 65 pts
SeverityFileLineSnippetContext
HIGHskills/claude-api/go/claude-api/README.md24 option.WithAPIKey("your-api-key"),CODE
HIGHskills/claude-api/go/managed-agents/README.md28 option.WithAPIKey("your-api-key"),CODE
HIGHskills/claude-api/python/claude-api/README.md20client = anthropic.Anthropic(api_key="your-api-key")CODE
HIGHskills/claude-api/python/managed-agents/README.md24client = anthropic.Anthropic(api_key="your-api-key")CODE
HIGHskills/claude-api/typescript/claude-api/README.md26const client = new Anthropic({ apiKey: "your-api-key" });CODE
HIGHskills/claude-api/typescript/managed-agents/README.md24const client = new Anthropic({ apiKey: "your-api-key" });CODE
HIGHskills/claude-api/java/claude-api/README.md71 .apiKey("your-api-key")CODE
HIGHskills/claude-api/php/managed-agents/README.md22$client = new Client(apiKey: 'your-api-key');CODE
HIGHskills/claude-api/curl/examples.md8export ANTHROPIC_API_KEY="your-api-key"CODE
HIGHskills/claude-api/curl/managed-agents.md8export ANTHROPIC_API_KEY="your-api-key"CODE
HIGHskills/claude-api/ruby/claude-api/README.md20client = Anthropic::Client.new(api_key: "your-api-key")CODE
HIGHskills/claude-api/ruby/managed-agents/README.md22client = Anthropic::Client.new(api_key: "your-api-key")CODE
HIGHskills/mcp-builder/reference/evaluation.md557export ANTHROPIC_API_KEY=your_api_keyCODE
Cross-Language Confusion14 hits · 65 pts
SeverityFileLineSnippetContext
HIGHskills/xlsx/scripts/office/soffice.py125 if (sv[0] >= 0 && sv[0] < 1024) {CODE
HIGHskills/xlsx/scripts/office/soffice.py144 if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {CODE
HIGHskills/xlsx/scripts/office/soffice.py153 if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {CODE
HIGHskills/xlsx/scripts/office/soffice.py167 if (fd >= 0 && fd < 1024 && is_shimmed[fd]) {CODE
HIGHskills/pptx/scripts/office/soffice.py125 if (sv[0] >= 0 && sv[0] < 1024) {CODE
HIGHskills/pptx/scripts/office/soffice.py144 if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {CODE
HIGHskills/pptx/scripts/office/soffice.py153 if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {CODE
HIGHskills/pptx/scripts/office/soffice.py167 if (fd >= 0 && fd < 1024 && is_shimmed[fd]) {CODE
HIGHskills/webapp-testing/scripts/with_server.py12 --server "cd backend && python server.py" --port 3000 \STRING
HIGHskills/webapp-testing/scripts/with_server.py13 --server "cd frontend && npm run dev" --port 5173 \STRING
HIGHskills/docx/scripts/office/soffice.py125 if (sv[0] >= 0 && sv[0] < 1024) {CODE
HIGHskills/docx/scripts/office/soffice.py144 if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {CODE
HIGHskills/docx/scripts/office/soffice.py153 if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {CODE
HIGHskills/docx/scripts/office/soffice.py167 if (fd >= 0 && fd < 1024 && is_shimmed[fd]) {CODE
Hallucination Indicators4 hits · 60 pts
SeverityFileLineSnippetContext
CRITICAL⚡skills/claude-api/shared/admin-api.md115client.beta.organization.workspaces.members.add(CODE
CRITICAL⚡skills/claude-api/shared/admin-api.md124client.beta.organization.workspaces.rate_limits.list("wrkspc_...")CODE
CRITICAL⚡skills/claude-api/shared/admin-api.md128issuer = client.beta.organization.federation.issuers.create(CODE
CRITICAL⚡skills/claude-api/shared/admin-api.md133client.beta.organization.federation.rules.create(CODE
Decorative Section Separators12 hits · 45 pts
SeverityFileLineSnippetContext
MEDIUMskills/algorithmic-art/templates/viewer.html441 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUMskills/algorithmic-art/templates/viewer.html443 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUMskills/algorithmic-art/templates/viewer.html456 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUMskills/algorithmic-art/templates/viewer.html458 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡skills/algorithmic-art/templates/viewer.html507 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡skills/algorithmic-art/templates/viewer.html509 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡skills/algorithmic-art/templates/viewer.html518 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡skills/algorithmic-art/templates/viewer.html520 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡skills/algorithmic-art/templates/viewer.html530 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡skills/algorithmic-art/templates/viewer.html532 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUMskills/skill-creator/eval-viewer/generate_review.py284# ---------------------------------------------------------------------------COMMENT
MEDIUMskills/skill-creator/eval-viewer/generate_review.py286# ---------------------------------------------------------------------------COMMENT
Unused Imports24 hits · 24 pts
SeverityFileLineSnippetContext
LOWskills/xlsx/scripts/office/validators/__init__.py5CODE
LOWskills/xlsx/scripts/office/validators/__init__.py6CODE
LOWskills/xlsx/scripts/office/validators/__init__.py7CODE
LOWskills/xlsx/scripts/office/validators/__init__.py8CODE
LOWskills/xlsx/scripts/office/helpers/pptx_chart.py8CODE
LOWskills/xlsx/scripts/office/helpers/pptx_slide.py8CODE
LOWskills/xlsx/scripts/office/helpers/pptx_theme.py8CODE
LOWskills/skill-creator/scripts/quick_validate.py7CODE
LOWskills/pptx/scripts/office/validators/__init__.py5CODE
LOWskills/pptx/scripts/office/validators/__init__.py6CODE
LOWskills/pptx/scripts/office/validators/__init__.py7CODE
LOWskills/pptx/scripts/office/validators/__init__.py8CODE
LOWskills/pptx/scripts/office/helpers/pptx_chart.py8CODE
LOWskills/pptx/scripts/office/helpers/pptx_slide.py8CODE
LOWskills/pptx/scripts/office/helpers/pptx_theme.py8CODE
LOWskills/slack-gif-creator/core/gif_builder.py10CODE
LOWskills/slack-gif-creator/core/frame_composer.py11CODE
LOWskills/docx/scripts/office/validators/__init__.py5CODE
LOWskills/docx/scripts/office/validators/__init__.py6CODE
LOWskills/docx/scripts/office/validators/__init__.py7CODE
LOWskills/docx/scripts/office/validators/__init__.py8CODE
LOWskills/docx/scripts/office/helpers/pptx_chart.py8CODE
LOWskills/docx/scripts/office/helpers/pptx_slide.py8CODE
LOWskills/docx/scripts/office/helpers/pptx_theme.py8CODE
Modern AI Meta-Vocabulary7 hits · 19 pts
SeverityFileLineSnippetContext
MEDIUMskills/claude-api/python/claude-api/tool-use.md42# The tool runner handles the agentic loop automaticallyCOMMENT
MEDIUMskills/claude-api/typescript/claude-api/tool-use.md45// The tool runner handles the agentic loop and returns the final messageCOMMENT
MEDIUMskills/claude-api/shared/model-migration.md1189output_config={"effort": "high"}, # or "xhigh" for the hardest coding/agentic tasksCODE
MEDIUM…ude-api/shared/managed-agents-self-hosted-sandboxes.md156## Container orchestration (mid-level)COMMENT
MEDIUMskills/claude-api/shared/tool-use-concepts.md135# Handle pause_turn in your agentic loopCOMMENT
MEDIUMskills/claude-api/shared/models.md13m.max_input_tokens # context window (int)CODE
MEDIUM…api/shared/preserved-thinking-migration/prefix_diff.py1385# Each lead: (title, line pattern, context pattern or None, context window in lines, scope)COMMENT
AI Slop Vocabulary4 hits · 16 pts
SeverityFileLineSnippetContext
MEDIUM⚡…hared/preserved-thinking-migration/drop_block_probe.py339 # No tool may run during a replay, server-side or the harness's own: tool_choice is outside the comparedCOMMENT
MEDIUM⚡…hared/preserved-thinking-migration/drop_block_probe.py348 # part of the compared tool set, so removing the entry would read as a tool_set_changed break the harnessCOMMENT
MEDIUM⚡…hared/preserved-thinking-migration/drop_block_probe.py349 # never made. validate() warns when the entry carries an authorization_token (it goes out as the harnessCOMMENT
MEDIUM…hared/preserved-thinking-migration/drop_block_probe.py701 # a thinking block whose text was changed is a different 400 ("cannot be modified"): a harness finding,COMMENT
Redundant / Tautological Comments5 hits · 10 pts
SeverityFileLineSnippetContext
LOW⚡skills/web-artifacts-builder/scripts/init-artifact.sh33# Check if pnpm is installedCOMMENT
LOW⚡skills/web-artifacts-builder/scripts/init-artifact.sh39# Check if project name is providedCOMMENT
LOW⚡skills/web-artifacts-builder/scripts/init-artifact.sh49# Check if components tarball existsCOMMENT
LOWskills/web-artifacts-builder/scripts/bundle-artifact.sh6# Check if we're in a project directoryCOMMENT
LOWskills/web-artifacts-builder/scripts/bundle-artifact.sh12# Check if index.html existsCOMMENT
Over-Commented Block8 hits · 8 pts
SeverityFileLineSnippetContext
LOW…hared/preserved-thinking-migration/drop_block_probe.py501# words cannot ride it. Backticks stay allowed in that middle: the API's ownCOMMENT
LOWskills/algorithmic-art/templates/generator_template.js21// - Reset to defaultsCOMMENT
LOWskills/algorithmic-art/templates/generator_template.js61 // - Arrays of objectsCOMMENT
LOWskills/algorithmic-art/templates/generator_template.js81 // Option 3: User-triggered regenerationCOMMENT
LOWskills/algorithmic-art/templates/generator_template.js101 // - Physics calculationsCOMMENT
LOWskills/algorithmic-art/templates/generator_template.js161// ============================================================================COMMENT
LOWskills/algorithmic-art/templates/generator_template.js201// ============================================================================COMMENT
LOWskills/algorithmic-art/templates/generator_template.js221// The art itself is entirely up to you!COMMENT
Fake / Example Data7 hits · 7 pts
SeverityFileLineSnippetContext
LOWskills/claude-api/python/claude-api/tool-use.md544print(contact.name) # "Jane Doe"CODE
LOWskills/claude-api/typescript/claude-api/tool-use.md608console.log(response.parsed_output!.name); // "Jane Doe"CODE
LOW⚡skills/claude-api/shared/admin-api.md111client.beta.organization.invites.create(email="user@example.com", role="developer")CODE
LOW…ills/webapp-testing/examples/static_html_automation.py21 page.fill('#name', 'John Doe')CODE
LOWskills/mcp-builder/reference/python_mcp_server.md306 "name": str, # Full name (e.g., "John Doe")STRING
LOWskills/mcp-builder/reference/python_mcp_server.md572 return {"id": user_id, "name": "John Doe", "email": "john@example.com"}CODE
LOWskills/mcp-builder/reference/node_mcp_server.md173 "name": string, // Full name (e.g., "John Doe")CODE
Self-Referential Comments2 hits · 6 pts
SeverityFileLineSnippetContext
MEDIUMskills/slack-gif-creator/core/gif_builder.py75 # Create a global palette from all framesCOMMENT
MEDIUMskills/slack-gif-creator/core/gif_builder.py89 # Create a properly-shaped RGB image from the pixel dataCOMMENT
Modern Structural Boilerplate5 hits · 5 pts
SeverityFileLineSnippetContext
LOWskills/xlsx/scripts/office/validators/__init__.py10__all__ = [CODE
LOWskills/pptx/scripts/clean.py233def update_content_types(unpacked_dir: Path, removed_files: list[str]) -> None:CODE
LOWskills/pptx/scripts/office/validators/__init__.py10__all__ = [CODE
LOWskills/docx/scripts/accept_changes.py14logger = logging.getLogger(__name__)CODE
LOWskills/docx/scripts/office/validators/__init__.py10__all__ = [CODE
Docstring Block Structure1 hit · 5 pts
SeverityFileLineSnippetContext
HIGHskills/mcp-builder/reference/python_mcp_server.md282 Search for users in the Example system by name, email, or team. This tool searches across all user profiles inSTRING