Home / jeremylongshore / claude-code-plugins-plus-skills
AI Slop Code RIsk Monitor

jeremylongshore/claude-code-plugins-plus-skills

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

15.0 Elevated pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for jeremylongshore/claude-code-plugins-plus-skills, a Python project with 2,831 GitHub stars. SynthScan examined 3,083,604 lines of code across 24515 source files, recording 25868 pattern matches distributed across 26 syntactic categories. The legacy adjusted pattern signal is 15.0 (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.

15.0
Adjusted Signal
15.0
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
2.8K
Stars
Python
Language
3.1M
Lines of Code
24.5K
Files
25.9K
Pattern Hits
2026-10-12
Scan Date
0.04
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 42.3/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 20994 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.0/100 · LOW

Are imports declared and package/API names verified? 911 finding(s).

Agent Over-Engineering Ratio 19.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 6991 finding(s).

PR Review Velocity Impact 43.8/100 · MEDIUM

Which changes need focused human review? 25868 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 2HIGH 864MEDIUM 2656LOW 22346

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 25868 distinct pattern matches across 26 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 Overuse15531 hits · 26832 pts
SeverityFileLineSnippetContext
LOW⚡freshie/scripts/rebuild-inventory.py2430 # Step 0: Ensure the discovery schema exists (no-op on an established DB).COMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2433 # Step 1: Migrate schema — add run_id to all target tablesCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2445 # Step 2: Determine run_idCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2452 # Step 3: Purge any existing rows for this run_id (idempotent)COMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2460 # Step 4: Insert discovery_runs recordCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2484 # Step 6: Collect SKILL.md paths (used by multiple scan groups)COMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2490 # Step 7: Skill file analysisCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2494 # Step 8: Commands and agentsCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2498 # Step 9: DocsCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2502 # Step 10: Scripts and CICOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2506 # Step 11: Structural analysisCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2512 # Step 12: Root filesCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2516 # Step 13: Marketplace catalogCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2520 # Step 14: Misc tablesCOMMENT
LOWfreshie/scripts/rebuild-inventory.py2471 # Step 5: Scan packs / plugins / skillsCOMMENT
LOWfreshie/scripts/rebuild-inventory.py2534 # Step 15: Update discovery_runs totalsCOMMENT
LOW⚡…/database-transaction-monitor/commands/transactions.md66### Step 1: Enable Transaction MonitoringCOMMENT
LOW⚡…/database-transaction-monitor/commands/transactions.md70### Step 2: Build Real-Time MonitorCOMMENT
LOW⚡…/database-transaction-monitor/commands/transactions.md74### Step 3: Define Alert ThresholdsCOMMENT
LOW⚡…/database-transaction-monitor/commands/transactions.md78### Step 4: Implement Automated ActionsCOMMENT
LOW⚡…/database-transaction-monitor/commands/transactions.md82### Step 5: Create DashboardsCOMMENT
LOW⚡…tabase/database-deadlock-detector/commands/deadlock.md65### Step 1: Configure Database Deadlock LoggingCOMMENT
LOW⚡…tabase/database-deadlock-detector/commands/deadlock.md69### Step 2: Implement Deadlock MonitoringCOMMENT
LOW⚡…tabase/database-deadlock-detector/commands/deadlock.md73### Step 3: Analyze Deadlock PatternsCOMMENT
LOW⚡…tabase/database-deadlock-detector/commands/deadlock.md77### Step 4: Implement Prevention StrategiesCOMMENT
LOW⚡…tabase/database-deadlock-detector/commands/deadlock.md81### Step 5: Set Up Continuous MonitoringCOMMENT
LOW⚡…database/database-archival-system/commands/archival.md67### Step 1: Analyze Table Growth and Identify Archival CandidatesCOMMENT
LOW⚡…database/database-archival-system/commands/archival.md71### Step 2: Design Archival StrategyCOMMENT
LOW⚡…database/database-archival-system/commands/archival.md75### Step 3: Implement Archival AutomationCOMMENT
LOW⚡…database/database-archival-system/commands/archival.md79### Step 4: Validate Data IntegrityCOMMENT
LOW⚡…database/database-archival-system/commands/archival.md83### Step 5: Monitor and OptimizeCOMMENT
LOW⚡…atabase/database-recovery-manager/commands/recovery.md65### Step 1: Configure WAL Archiving and Continuous BackupCOMMENT
LOW⚡…atabase/database-recovery-manager/commands/recovery.md69### Step 2: Implement Automated Base Backup SystemCOMMENT
LOW⚡…atabase/database-recovery-manager/commands/recovery.md73### Step 3: Design Failover and High Availability ArchitectureCOMMENT
LOW⚡…atabase/database-recovery-manager/commands/recovery.md77### Step 4: Build Recovery Testing FrameworkCOMMENT
LOW⚡…atabase/database-recovery-manager/commands/recovery.md81### Step 5: Document and Drill Recovery ProceduresCOMMENT
LOW…atabase/database-recovery-manager/commands/recovery.md144# Step 1: Verify prerequisitesCOMMENT
LOW…atabase/database-recovery-manager/commands/recovery.md170# Step 2: List available base backupsCOMMENT
LOW…atabase/database-recovery-manager/commands/recovery.md193# Step 3: Restore base backupCOMMENT
LOW…atabase/database-recovery-manager/commands/recovery.md218# Step 4: Configure recoveryCOMMENT
LOW…atabase/database-recovery-manager/commands/recovery.md256# Step 5: Start recovery and monitorCOMMENT
LOW…atabase/database-recovery-manager/commands/recovery.md290# Step 6: Verify recoveryCOMMENT
LOW…ie-inventory-manager/skills/freshie-inventory/SKILL.md65### Step 1: Present Main MenuCOMMENT
LOW…ie-inventory-manager/skills/freshie-inventory/SKILL.md91### Step 2: Execute Chosen WorkflowCOMMENT
LOW…ie-inventory-manager/skills/freshie-inventory/SKILL.md351### Step 3: Email PDF ReportCOMMENT
LOW…-automator/skills/automating-database-backups/SKILL.md80### Step 1: Gather RequirementsCOMMENT
LOW…-automator/skills/automating-database-backups/SKILL.md91### Step 2: Generate Backup ScriptCOMMENT
LOW…-automator/skills/automating-database-backups/SKILL.md104### Step 3: Schedule with CronCOMMENT
LOW…-automator/skills/automating-database-backups/SKILL.md115### Step 4: Validate BackupCOMMENT
LOW…-automator/skills/automating-database-backups/SKILL.md125### Step 5: Generate Restore ProcedureCOMMENT
LOW⚡…e/database-replication-manager/commands/replication.md68### Step 1: Configure Primary for ReplicationCOMMENT
LOW⚡…e/database-replication-manager/commands/replication.md72### Step 2: Initialize Replica with Base BackupCOMMENT
LOW⚡…e/database-replication-manager/commands/replication.md76### Step 3: Configure Replica ConnectionCOMMENT
LOW⚡…e/database-replication-manager/commands/replication.md80### Step 4: Verify Replication StatusCOMMENT
LOW⚡…e/database-replication-manager/commands/replication.md84### Step 5: Implement Monitoring and FailoverCOMMENT
LOW⚡plugins/database/database-diff-tool/commands/db-diff.md67### Step 1: Connect to Source and Target DatabasesCOMMENT
LOW⚡plugins/database/database-diff-tool/commands/db-diff.md71### Step 2: Extract Schema MetadataCOMMENT
LOW⚡plugins/database/database-diff-tool/commands/db-diff.md75### Step 3: Compare SchemasCOMMENT
LOW⚡plugins/database/database-diff-tool/commands/db-diff.md79### Step 4: Generate Migration ScriptCOMMENT
LOW⚡plugins/database/database-diff-tool/commands/db-diff.md83### Step 5: Validate and TestCOMMENT
15471 more matches not shown…
Decorative Section Separators1421 hits · 4792 pts
SeverityFileLineSnippetContext
MEDIUM⚡sources.yaml39 # ============================================================COMMENT
MEDIUM⚡sources.yaml42 # ============================================================COMMENT
MEDIUM⚡sources.yaml50 # ============================================================COMMENT
MEDIUM⚡sources.yaml53 # ============================================================COMMENT
MEDIUM⚡sources.yaml81 # ============================================================COMMENT
MEDIUM⚡sources.yaml86 # ============================================================COMMENT
MEDIUM⚡sources.yaml94 # ============================================================COMMENT
MEDIUM⚡sources.yaml96 # ============================================================COMMENT
MEDIUM⚡sources.yaml451 # ============================================================COMMENT
MEDIUM⚡sources.yaml457 # ============================================================COMMENT
MEDIUM⚡sources.yaml705 # ============================================================COMMENT
MEDIUM⚡sources.yaml710 # ============================================================COMMENT
MEDIUM⚡sources.yaml918 # ============================================================COMMENT
MEDIUM⚡sources.yaml924 # ============================================================COMMENT
MEDIUMsources.yaml232 # ============================================================COMMENT
MEDIUMsources.yaml235 # ============================================================COMMENT
MEDIUMsources.yaml264 # ============================================================COMMENT
MEDIUMsources.yaml269 # ============================================================COMMENT
MEDIUMsources.yaml324 # ============================================================COMMENT
MEDIUMsources.yaml329 # ============================================================COMMENT
MEDIUMsources.yaml368 # ============================================================COMMENT
MEDIUMsources.yaml374 # ============================================================COMMENT
MEDIUMsources.yaml403 # ============================================================COMMENT
MEDIUMsources.yaml407 # ============================================================COMMENT
MEDIUMsources.yaml492 # ============================================================COMMENT
MEDIUMsources.yaml495 # ============================================================COMMENT
MEDIUMsources.yaml521 # ============================================================COMMENT
MEDIUMsources.yaml523 # ============================================================COMMENT
MEDIUMsources.yaml573 # ============================================================COMMENT
MEDIUMsources.yaml576 # ============================================================COMMENT
MEDIUMsources.yaml599 # ============================================================COMMENT
MEDIUMsources.yaml602 # ============================================================COMMENT
MEDIUMsources.yaml625 # ============================================================COMMENT
MEDIUMsources.yaml628 # ============================================================COMMENT
MEDIUMsources.yaml652 # ============================================================COMMENT
MEDIUMsources.yaml655 # ============================================================COMMENT
MEDIUMsources.yaml678 # ============================================================COMMENT
MEDIUMsources.yaml681 # ============================================================COMMENT
MEDIUMsources.yaml735 # ============================================================COMMENT
MEDIUMsources.yaml738 # ============================================================COMMENT
MEDIUMsources.yaml820 # ============================================================COMMENT
MEDIUMsources.yaml823 # ============================================================COMMENT
MEDIUMsources.yaml855 # ============================================================COMMENT
MEDIUMsources.yaml858 # ============================================================COMMENT
MEDIUMsources.yaml888 # ============================================================COMMENT
MEDIUMsources.yaml895 # ============================================================COMMENT
MEDIUMsources.yaml950 # ============================================================COMMENT
MEDIUMsources.yaml953 # ============================================================COMMENT
MEDIUMsources.yaml995 # ============================================================COMMENT
MEDIUMsources.yaml998 # ============================================================COMMENT
MEDIUMsources.yaml1034 # ============================================================COMMENT
MEDIUMsources.yaml1041 # ============================================================COMMENT
MEDIUMsources.yaml1079 # ============================================================COMMENT
MEDIUMsources.yaml1085 # ============================================================COMMENT
MEDIUMsources.yaml1180 # ============================================================COMMENT
MEDIUMsources.yaml1183 # ============================================================COMMENT
MEDIUMsources.yaml1207 # ============================================================COMMENT
MEDIUMsources.yaml1211 # ============================================================COMMENT
MEDIUMsources.yaml1242 # ============================================================COMMENT
MEDIUMsources.yaml1246 # ============================================================COMMENT
1361 more matches not shown…
Hyper-Verbose Identifiers2966 hits · 2999 pts
SeverityFileLineSnippetContext
LOWfreshie/scripts/promote-to-curated.py343def resolve_promotion_candidates(grades_csv: Path) -> Tuple[List[Dict[str, str]], Dict]:CODE
LOWfreshie/scripts/promote-to-curated.py482def _manifest_selection_errors(CODE
LOWfreshie/scripts/rebuild-inventory.py523def purge_incomplete_latest_run(conn: sqlite3.Connection) -> None:CODE
LOWfreshie/scripts/rebuild-inventory.py611def scan_packs_plugins_skills(CODE
LOWfreshie/scripts/rebuild-inventory.py2224def scan_skill_database_vendors(run_id: int, conn: sqlite3.Connection, dry_run: bool) -> int:CODE
LOW⚡freshie/scripts/batch-remediate.py566def get_agents_with_invalid_fields(db: sqlite3.Connection) -> list[Path]:CODE
LOW⚡freshie/scripts/batch-remediate.py597def _skills_missing_tags_from_fs() -> list[Path]:CODE
LOW⚡freshie/scripts/batch-remediate.py601def _skills_missing_compat_from_fs() -> list[Path]:CODE
LOW⚡freshie/scripts/batch-remediate.py611def _agents_with_invalid_fields_from_fs() -> list[Path]:CODE
LOWfreshie/scripts/batch-remediate.py65def _load_removable_agent_fields() -> frozenset[str]:CODE
LOWfreshie/scripts/batch-remediate.py434def add_compatible_with_to_file(file_path: Path, dry_run: bool) -> tuple[bool, str | None]:CODE
LOWfreshie/scripts/batch-remediate.py468def remove_deprecated_agent_fields(file_path: Path, dry_run: bool) -> tuple[bool, list[str], str | None]:CODE
LOWfreshie/scripts/batch-remediate.py544def get_skills_missing_compatible_with(db: sqlite3.Connection) -> list[Path]:CODE
LOWfreshie/scripts/run-delta.py425def build_forge_proof_receipt(report: dict) -> dict:CODE
LOWfreshie/scripts/run-delta.py444def preserve_legacy_forge_proof_receipt(reports_dir: Path, report: dict) -> Path:CODE
LOWfreshie/scripts/doltlite-sync.py281def resolve_full_dolt_lineage(CODE
LOWfreshie/scripts/doltlite-sync.py346def gate_tracked_full_dolt_receipt(run_id: int, commit: str) -> None:CODE
LOWfreshie/scripts/doltlite-sync.py530def gate_publication_denominator(tables: Iterable[str], allowlist: frozenset[str], baseline_path: Path) -> None:CODE
LOWfreshie/scripts/doltlite-sync.py572def source_snapshot_receipt_payload(CODE
LOWfreshie/scripts/doltlite-sync.py603def seal_source_snapshot_receipt(payload: dict[str, Any]) -> dict[str, Any]:CODE
LOWfreshie/scripts/doltlite-sync.py609def gate_committed_source_receipt(path: Path) -> None:CODE
LOWfreshie/scripts/doltlite-sync.py639def gate_source_snapshot_receipt(CODE
LOW⚡freshie/scripts/dolt-sync.py920def normalize_grade_export_path(skill_path: str, repo_root: Path = REPO_ROOT) -> str:CODE
LOWfreshie/scripts/dolt-sync.py736def demote_unretained_forge_proofs(conn: sqlite3.Connection) -> list[tuple[int, str]]:CODE
LOWfreshie/scripts/dolt-sync.py997def gate_tracked_grade_exports(conn: sqlite3.Connection, csv_path: Path,CODE
LOW…/database-transaction-monitor/commands/transactions.md214 def find_long_running_transactions(STRING
LOW…/database-transaction-monitor/commands/transactions.md224 def find_blocked_transactions(CODE
LOW…tabase/database-deadlock-detector/commands/deadlock.md331 def suggest_prevention_strategy(self, analysis: Dict[str, any]) -> List[str]:CODE
LOW…tabase/database-deadlock-detector/commands/deadlock.md386 def run_continuous_monitoring(self):CODE
LOW…database/database-archival-system/commands/archival.md385 def _count_archival_candidates(STRING
LOW…atabase/database-recovery-manager/commands/recovery.md475 def verify_database_integrity(self) -> Dict[str, any]:CODE
LOW…ng-database-backups/scripts/backup_script_generator.py310def generate_postgresql_script(config: BackupConfig) -> str:CODE
LOW…e/database-replication-manager/commands/replication.md494 def promote_replica_to_primary(self, replica_host: str) -> bool:STRING
LOWplugins/database/database-diff-tool/commands/db-diff.md467 def generate_migration_script(self, differences: Dict[str, any]) -> str:CODE
LOW…atabase/database-documentation-gen/commands/db-docs.md1411 def _analyze_implicit_relationships(self):STRING
LOW…/database-documentation-gen/scripts/validate_config.py131 def validate_project_structure(self) -> bool:CODE
LOW…abase/database-health-monitor/commands/health-check.md188 def _collect_connection_metrics(self, cur) -> Dict[str, any]:CODE
LOW…abase/database-health-monitor/commands/health-check.md220 def _collect_performance_metrics(self, cur) -> Dict[str, any]:STRING
LOW…abase/database-health-monitor/commands/health-check.md278 def _collect_resource_metrics(self, cur) -> Dict[str, any]:STRING
LOW…abase/database-health-monitor/commands/health-check.md342 def _collect_replication_metrics(self, cur) -> Dict[str, any]:STRING
LOW…se/database-security-scanner/commands/security-scan.md229 def _check_excessive_permissions(self, conn) -> None:STRING
LOW…se/database-security-scanner/commands/security-scan.md292 def _check_public_schema_permissions(self, conn) -> None:STRING
LOW…se/database-security-scanner/commands/security-scan.md337 def _check_password_encryption(self, conn) -> None:CODE
LOW…se/database-security-scanner/commands/security-scan.md380 def _check_connection_logging(self, conn) -> None:CODE
LOW…se/database-security-scanner/commands/security-scan.md545 def generate_remediation_script(self) -> str:CODE
LOW…/skills/modeling-nosql-data/scripts/validate_schema.py126 def validate_naming_convention(self) -> List[Dict[str, Any]]:CODE
LOW…/skills/modeling-nosql-data/scripts/validate_schema.py192 def validate_document_structure(self) -> List[Dict[str, Any]]:CODE
LOW…r/skills/modeling-nosql-data/scripts/migrate_schema.py178 def _extract_firestore_fields(self, schema: Dict[str, Any]) -> Dict[str, Any]:CODE
LOW…gator/skills/aggregating-crypto-news/scripts/scorer.py219def get_market_moving_keywords() -> List[str]:CODE
LOW…rypto/mempool-analyzer/skills/analyzing-mempool/ARD.md102 def detect_sandwich_opportunity(pending_txs) -> List[Opportunity]CODE
LOW…nalyzer/skills/analyzing-mempool/scripts/tx_decoder.py223 def estimate_attached_eth_usd_value(self, tx: Dict, eth_price: float = 3000.0) -> float:CODE
LOW…lyzer/skills/analyzing-mempool/scripts/mev_detector.py174 def detect_sandwich_opportunities(CODE
LOW…lyzer/skills/analyzing-mempool/scripts/mev_detector.py229 def detect_arbitrage_opportunities(CODE
LOW…lyzer/skills/analyzing-mempool/scripts/mev_detector.py262 def detect_liquidation_opportunities(self, pending_txs: List[Any]) -> List[MEVOpportunity]:CODE
LOW…nalyzer/skills/analyzing-mempool/scripts/formatters.py115def format_pending_swaps_table(swaps: List[Any]) -> str:CODE
LOW…nalyzer/skills/analyzing-mempool/scripts/rpc_client.py170 def _parse_pending_transactions(self, txs: List[Dict]) -> List[PendingTransaction]:CODE
LOW…nalyzer/skills/analyzing-mempool/scripts/rpc_client.py192 def _get_mock_pending_transactions(self, limit: int) -> List[PendingTransaction]:CODE
LOW…ypto/wallet-portfolio-tracker/commands/track-wallet.md1039 def _calculate_diversification(self, balances: List[TokenBalance]) -> float:STRING
LOW…ypto/wallet-portfolio-tracker/commands/track-wallet.md1078 def get_historical_performance(STRING
LOW…rds-optimizer/skills/optimizing-staking-rewards/ARD.md414def comprehensive_yield_analysis(asset, amount):CODE
2906 more matches not shown…
Excessive Try-Catch Wrapping1905 hits · 2446 pts
SeverityFileLineSnippetContext
LOWfreshie/scripts/promote-to-curated.py417 except Exception: # noqa: BLE001 — a validator crash on one file must not sink the runCODE
LOWfreshie/scripts/promote-to-curated.py909 except Exception: # noqa: BLE001CODE
MEDIUMfreshie/scripts/rebuild-inventory.py190def git_commit_hash() -> str:CODE
LOW⚡freshie/scripts/rebuild-inventory.py199 except Exception:CODE
LOWfreshie/scripts/rebuild-inventory.py719 except Exception:CODE
LOWfreshie/scripts/rebuild-inventory.py997 except Exception:CODE
LOWfreshie/scripts/rebuild-inventory.py1984 except Exception as e:CODE
LOWfreshie/scripts/doltlite-sync.py798 except Exception:CODE
LOWfreshie/scripts/doltlite-sync.py1158 except Exception:CODE
LOWfreshie/scripts/dolt-sync.py1213 except Exception as exc: # noqa: BLE001 — normalize sibling-module errorsCODE
LOW…/database-transaction-monitor/commands/transactions.md403 except Exception as e:CODE
LOW…tabase/database-deadlock-detector/commands/deadlock.md383 except Exception as e:CODE
LOW…tabase/database-deadlock-detector/commands/deadlock.md419 except Exception as e:CODE
LOW…database/database-archival-system/commands/archival.md363 except Exception as e:STRING
LOW…atabase/database-recovery-manager/commands/recovery.md419 except Exception as e:CODE
LOW…atabase/database-recovery-manager/commands/recovery.md471 except Exception as e:CODE
LOW…atabase/database-recovery-manager/commands/recovery.md517 except Exception as e:STRING
LOW…atabase/database-recovery-manager/commands/recovery.md531 except Exception as e:STRING
LOW…atabase/database-recovery-manager/commands/recovery.md537 except Exception as e:STRING
LOW…utomating-database-backups/scripts/backup_validator.py111 except Exception:CODE
LOW…utomating-database-backups/scripts/backup_validator.py163 except Exception as e:CODE
LOW…utomating-database-backups/scripts/backup_validator.py212 except Exception as e:CODE
LOW…utomating-database-backups/scripts/backup_validator.py250 except Exception as e:CODE
LOW…utomating-database-backups/scripts/backup_scheduler.py113 except Exception:CODE
LOW…utomating-database-backups/scripts/backup_scheduler.py150 except Exception as e:CODE
MEDIUM…utomating-database-backups/scripts/backup_scheduler.py151 print(f"Error installing cron entry: {e}")CODE
LOW…utomating-database-backups/scripts/backup_scheduler.py209 except Exception as e:CODE
MEDIUM…utomating-database-backups/scripts/backup_scheduler.py210 print(f"Error updating crontab: {e}")CODE
LOW…e/database-replication-manager/commands/replication.md427 except Exception as e:CODE
LOW…e/database-replication-manager/commands/replication.md490 except Exception as e:STRING
LOW…e/database-replication-manager/commands/replication.md535 except Exception as e:STRING
LOW…e/database-replication-manager/commands/replication.md569 except Exception as e:STRING
LOW…e/database-replication-manager/commands/replication.md664 except Exception as e:STRING
LOW…ills/managing-database-replication/scripts/failover.py35 except Exception as e:CODE
LOW…abase/database-index-advisor/commands/index-advisor.md372 except Exception as e:STRING
LOW…gins/database/database-cache-layer/commands/caching.md585 except Exception as e:CODE
LOW…gins/database/database-cache-layer/commands/caching.md634 except Exception as e:STRING
LOW…gins/database/database-cache-layer/commands/caching.md683 except Exception as e:STRING
LOW…ls/database-documentation-gen/scripts/erd_generator.py33 except Exception as e:CODE
LOW…ls/database-documentation-gen/scripts/erd_generator.py44 except Exception as e:CODE
LOW…ls/database-documentation-gen/scripts/erd_generator.py246 except Exception as e:CODE
LOW…/database-documentation-gen/scripts/validate_config.py37 except Exception as e:CODE
LOW…abase/database-health-monitor/commands/health-check.md499 except Exception as e:STRING
LOW…abase/database-health-monitor/commands/health-check.md536 except Exception as e:STRING
LOW…se/database-partition-manager/commands/partitioning.md575 except Exception as e:STRING
LOW…skills/optimizing-sql-queries/scripts/explain_query.py35 except Exception as e:CODE
MEDIUM…tabase-integrity/scripts/generate_validation_report.py47 print(f"Error loading results: {e}", file=sys.stderr)CODE
LOW…tabase-integrity/scripts/generate_validation_report.py367 except Exception as e:STRING
MEDIUM…tabase-integrity/scripts/generate_validation_report.py368 print(f"Error: {e}", file=sys.stderr)STRING
MEDIUM…tabase-integrity/scripts/configure_validation_rules.py144 print(f"Error loading config: {e}", file=sys.stderr)CODE
LOW…tabase-integrity/scripts/configure_validation_rules.py161 except Exception as e:CODE
MEDIUM…tabase-integrity/scripts/configure_validation_rules.py162 print(f"Error saving config: {e}", file=sys.stderr)CODE
MEDIUM…tabase-integrity/scripts/configure_validation_rules.py180 print("Error: Table name is required")CODE
MEDIUM…tabase-integrity/scripts/configure_validation_rules.py223 print("Error: Invalid numeric values")CODE
MEDIUM…tabase-integrity/scripts/configure_validation_rules.py245 print("Error: Invalid rule number")CODE
MEDIUM…tabase-integrity/scripts/configure_validation_rules.py247 print("Error: Invalid input")CODE
MEDIUM…tabase-integrity/scripts/configure_validation_rules.py271 print("Error: Failed to save configuration")CODE
LOW…tabase-integrity/scripts/configure_validation_rules.py445 except Exception as e:STRING
MEDIUM…tabase-integrity/scripts/configure_validation_rules.py446 print(f"Error: {e}", file=sys.stderr)STRING
MEDIUM…-stored-procedures/scripts/database_connection_test.py200 print(f"Error: {result.message}")CODE
1845 more matches not shown…
Cross-File Repetition436 hits · 2180 pts
SeverityFileLineSnippetContext
HIGH…ging-database-replication/scripts/setup_replication.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…ging-database-replication/scripts/setup_replication.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…ls/managing-database-sharding/scripts/init_sharding.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…ed/managing-database-sharding/scripts/init_sharding.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…s/implementing-database-caching/scripts/redis_setup.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…d/implementing-database-caching/scripts/redis_setup.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…lls/setting-up-log-aggregation/scripts/setup_splunk.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…kills/setting-up-log-aggregation/scripts/setup_loki.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…skills/setting-up-log-aggregation/scripts/setup_elk.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…ted/setting-up-log-aggregation/scripts/setup_splunk.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…rated/setting-up-log-aggregation/scripts/setup_loki.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…urated/setting-up-log-aggregation/scripts/setup_elk.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…-secrets-managers/scripts/aws_secrets_manager_setup.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…-secrets-managers/scripts/aws_secrets_manager_setup.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…strating-deployment-pipelines/scripts/init_pipeline.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…strating-deployment-pipelines/scripts/init_pipeline.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…anaging-test-environments/scripts/setup_environment.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…anaging-test-environments/scripts/setup_environment.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…/skills/running-performance-tests/scripts/init_test.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…curated/running-performance-tests/scripts/init_test.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…chestrating-multi-agent-systems/scripts/agent_setup.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…orchestrating-multi-agent-systems/scripts/env_setup.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…chestrating-multi-agent-systems/scripts/agent_setup.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…orchestrating-multi-agent-systems/scripts/env_setup.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…implementing-real-user-monitoring/scripts/setup_rum.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…implementing-real-user-monitoring/scripts/setup_rum.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…tting-up-synthetic-monitoring/scripts/setup_monitor.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…tting-up-synthetic-monitoring/scripts/setup_monitor.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…setting-up-distributed-tracing/scripts/setup_jaeger.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…setting-up-distributed-tracing/scripts/setup_jaeger.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…ls/detecting-memory-leaks/scripts/setup_environment.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…ed/detecting-memory-leaks/scripts/setup_environment.py0# {project_name} initialized with memory-leak-detector skill ## structure - config/ - configuration files - data/ - inpuSTRING
HIGH…-database-schemas/scripts/generate_migration_script.py0# {title} generated by orm-code-generator date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} ## overview {content} ## STRING
HIGH…-database-schemas/scripts/generate_migration_script.py0# {title} generated by orm-code-generator date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} ## overview {content} ## STRING
HIGH…/skills/generating-orm-code/scripts/generate_schema.py0# {title} generated by orm-code-generator date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} ## overview {content} ## STRING
HIGH…r/skills/generating-orm-code/scripts/generate_model.py0# {title} generated by orm-code-generator date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} ## overview {content} ## STRING
HIGH…curated/generating-orm-code/scripts/generate_schema.py0# {title} generated by orm-code-generator date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} ## overview {content} ## STRING
HIGH….curated/generating-orm-code/scripts/generate_model.py0# {title} generated by orm-code-generator date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} ## overview {content} ## STRING
HIGH…-database-schemas/scripts/generate_migration_script.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…-database-schemas/scripts/generate_migration_script.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…/skills/generating-orm-code/scripts/generate_schema.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…r/skills/generating-orm-code/scripts/generate_model.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…curated/generating-orm-code/scripts/generate_schema.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH….curated/generating-orm-code/scripts/generate_model.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…-environment-configurations/scripts/generate_config.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…-environment-configurations/scripts/generate_config.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…uring-auto-scaling-policies/scripts/generate_config.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…uring-auto-scaling-policies/scripts/generate_config.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…erating-infrastructure-as-code/scripts/iac_generate.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…erating-infrastructure-as-code/scripts/iac_generate.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…optimizing-cloud-costs/scripts/generate_cost_report.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…optimizing-cloud-costs/scripts/generate_cost_report.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…r/skills/generating-helm-charts/scripts/helm_create.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH….curated/generating-helm-charts/scripts/helm_create.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…/configuring-load-balancers/scripts/generate_config.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…/configuring-load-balancers/scripts/generate_config.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…ng-network-policies/scripts/generate_network_policy.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…ng-network-policies/scripts/generate_network_policy.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…/analyzing-security-headers/scripts/generate_report.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
HIGH…/analyzing-security-headers/scripts/generate_report.py0#!/bin/bash # generated by performance-regression-detector # date: {datetime.now().strftime("%y-%m-%d %h:%m:%s")} set -eSTRING
376 more matches not shown…
Modern AI Meta-Vocabulary578 hits · 1686 pts
SeverityFileLineSnippetContext
MEDIUMRELEASING.md125## Operational guardrailsCOMMENT
MEDIUM⚡sources.yaml454 # Advanced multi-agent orchestration with persistent cross-sessionCOMMENT
MEDIUM⚡sources.yaml454 # Advanced multi-agent orchestration with persistent cross-sessionCOMMENT
MEDIUM⚡sources.yaml709 # aomi-build (scaffold Rust SDK crates from OpenAPI specs).COMMENT
MEDIUM⚡sources.yaml922 # to scaffold portals, add datasets/charts/maps, connect CKAN,COMMENT
MEDIUMfreshie/plans/universal-validator-plan.md83maxTurns: integer # max agentic turnsCODE
MEDIUMfreshie/exports/run-1/plugin_fields.json129 "https://github.com/damienlaine/agentic-sprint",CODE
MEDIUMfreshie/exports/run-1/plugin_fields.json321 "https://github.com/damienlaine/agentic-sprint",CODE
MEDIUMfreshie/exports/run-1/plugin_values.json3260 "raw_value": "https://github.com/damienlaine/agentic-sprint"CODE
MEDIUMfreshie/exports/run-1/plugin_values.json3265 "raw_value": "https://github.com/damienlaine/agentic-sprint"CODE
MEDIUM…e/freshie-inventory-manager/agents/anomaly-detector.md20# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…/freshie-inventory-manager/agents/discovery-scanner.md20# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…eshie-inventory-manager/agents/compliance-validator.md20# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…query-performance-analyzer/agents/performance-agent.md22# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/database/orm-code-generator/agents/orm-agent.md23# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…base/data-validation-engine/agents/validation-agent.md23# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…gins/database/nosql-data-modeler/agents/nosql-agent.md21# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM⚡plugins/design/uizze/README.md124- [Agentic Awesome Skills listing](https://github.com/sickn33/agentic-awesome-skills) (accepted in the active 45,000+ stCODE
MEDIUM⚡plugins/design/uizze/README.md124- [Agentic Awesome Skills listing](https://github.com/sickn33/agentic-awesome-skills) (accepted in the active 45,000+ stCODE
MEDIUM⚡plugins/design/uizze/README.md133- [Awesome Agentic Patterns contribution](https://github.com/nibzard/awesome-agentic-patterns/pull/134) (4,888-star pattCODE
MEDIUM⚡plugins/design/uizze/README.md134- [Chinese Agentic AI catalogue submission](https://github.com/WenyuChiou/awesome-agentic-ai-zh/pull/111) (5,300-star trCODE
MEDIUMplugins/crypto/mempool-analyzer/agents/mempool-agent.md21# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/crypto/aomi/README.md107`aomi-transact` ships with a complete [OWASP AST03 (Over-Privileged Skills)](https://owasp.org/www-project-agentic-skillCODE
MEDIUMplugins/crypto/aomi/SECURITY.md3The `aomi` plugin bundle ships two skills with materially different risk profiles. This document maps each against the [CODE
MEDIUMplugins/crypto/aomi/skills/transact/SKILL.md150- OWASP AST03 (Over-Privileged Skills) spec: https://owasp.org/www-project-agentic-skills-top-10/ast03CODE
MEDIUMplugins/crypto/aomi/skills/transact/SECURITY.md3This document maps the `aomi-transact` skill against [OWASP Agentic Skills Top 10 (v1.0, March 2026)](https://owasp.org/CODE
MEDIUM…ss-chain-bridge-monitor/agents/bridge-monitor-agent.md22# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…crypto-derivatives-tracker/agents/derivatives-agent.md22# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…to/token-launch-tracker/agents/launch-tracker-agent.md21# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…/crypto/flash-loan-simulator/agents/flashloan-agent.md21# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/devops/README.md61# Container orchestrationCOMMENT
MEDIUM…ls/engineer-design-diagram/references/accessibility.md7- [ARIA Scaffolding](#aria-scaffolding)CODE
MEDIUMplugins/devops/jeremy-vertex-terraform/README.md868### Vector Search for RAGCOMMENT
MEDIUM…form/skills/vertex-infra-expert/references/examples.md59## Example 2: Vector Search Index for RAGCOMMENT
MEDIUM…emy-github-actions-gcp/agents/gh-actions-gcp-expert.md25# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…airdb-operations-kit/agents/fairdb-automation-agent.md22# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…-enhancers/skill-creator/skills/agent-creator/SKILL.md173maxTurns: 15 # Max agentic turns before stoppingCODE
MEDIUM…rs/skill-creator/skills/skill-creator/agents/grader.md22# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…kill-creator/skills/skill-creator/agents/comparator.md22# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…/skill-creator/skills/skill-creator/agents/analyzer.md21# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…eator/skills/skill-creator/templates/agent-template.md16# maxTurns: 15 # Max agentic loop iterationsCOMMENT
MEDIUM…curity/severity1-marketplace/agents/severity-triage.md23# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUM…/ai-agency/make-scenario-builder/agents/make-expert.md23# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/n8n-workflow-designer/README.md71 - EXECUTIONS_MODE=queue # Critical for multi-agentCODE
MEDIUM…s/ai-agency/n8n-workflow-designer/agents/n8n-expert.md23# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/mint.md25# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/frame.md24# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/crest.md28# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/gate.md24# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/lodge.md23# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/tune.md25# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/guard.md25# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/spine.md27# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/proof.md25# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/touch.md27# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/move.md23# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/sample.md25# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/hue.md23# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/wire.md23# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
MEDIUMplugins/ai-agency/tonone/agents/terra.md25# maxTurns: 50 # cap the agentic loop (omit = engine default)COMMENT
518 more matches not shown…
Magic Placeholder Names171 hits · 1008 pts
SeverityFileLineSnippetContext
HIGHfreshie/exports/run-1/csv-exports/INDEX.md28| `content_signals.csv` | 1,426 | Per-skill quality metrics — line/word count, code blocks, placeholder detection (TODO,CODE
HIGH⚡…rbitrage-opportunity-finder/commands/find-arbitrage.md822 dex_rpc_url = 'https://eth-mainnet.g.alchemy.com/v2/YOUR_API_KEY'CODE
HIGH⚡…rypto/liquidity-pool-analyzer/commands/analyze-pool.md908 'coingecko': 'your_api_key',CODE
HIGH⚡…rypto/liquidity-pool-analyzer/commands/analyze-pool.md909 'defillama': 'your_api_key',CODE
HIGH⚡…rypto/liquidity-pool-analyzer/commands/analyze-pool.md910 'etherscan': 'your_api_key'CODE
HIGH⚡…router/skills/routing-dex-trades/scripts/dex_router.py340 print(" export ONEINCH_API_KEY=your-api-key")CODE
HIGH⚡…router/skills/routing-dex-trades/scripts/dex_router.py341 print(" export ZEROX_API_KEY=your-api-key")CODE
HIGH⚡…/skills/tracking-token-launches/references/examples.md140 --etherscan-key YOUR_API_KEYCODE
HIGHplugins/devops/fairdb-operations-kit/README.md131CONTABO_API_KEY=<your-api-key>CODE
HIGH…development/api-sdk-generator/commands/generate-sdk.md299const client = new ApiClient('your-api-key');CODE
HIGH…development/api-sdk-generator/commands/generate-sdk.md482 api_key="your-api-key",CODE
HIGH…pc-service-generator/commands/generate-grpc-service.md732 api_key='your-api-key',CODE
HIGH…rocessor/skills/skill-adapter/assets/job_template.json14 "Authorization": "Bearer YOUR_API_KEY"CODE
HIGH…/skills/skill-adapter/assets/example_batch_config.json9 "Authorization": "Bearer YOUR_API_KEY"CODE
HIGH…kills/skill-adapter/assets/migration_guide_template.md46 const apiKey = "[YOUR_API_KEY]";CODE
HIGH…ster/skills/skill-adapter/assets/example_api_spec.json13 "Authorization": "Bearer <your_api_key>"CODE
HIGH…ator/skills/generating-api-docs/references/examples.md69 -H "Authorization: Bearer YOUR_API_KEY" \CODE
HIGH…ator/skills/generating-api-docs/references/examples.md79 "Authorization": "Bearer YOUR_API_KEY",CODE
HIGH…ator/skills/generating-api-docs/references/examples.md92 headers={"Authorization": "Bearer YOUR_API_KEY"},CODE
HIGHplugins/ai-agency/tonone/agents/sample.md41**A code sample has one job: run without modification on the first try. If it doesn't, trust is broken. Samples must useCODE
HIGHplugins/mcp/lumera-agent-memory/README.md258export LUMERA_CASCADE_API_KEY="your-api-key"CODE
HIGH…s/mcp/conversational-api-debugger/agents/api-expert.md285 Authorization: Bearer YOUR_TOKEN_HERECODE
HIGH⚡…/lindy-install-auth/references/implementation-guide.md32export LINDY_API_KEY="your-api-key"CODE
HIGH⚡…/lindy-install-auth/references/implementation-guide.md35echo 'LINDY_API_KEY=your-api-key' >> .envCODE
HIGH…indy-local-dev-loop/references/implementation-guide.md111LINDY_API_KEY=your-api-keyCODE
HIGH⚡…ks/shopify-pack/skills/shopify-ci-integration/SKILL.md50gh secret set SHOPIFY_API_KEY --body "your_api_key"CODE
HIGH…hopify-theme-performance/references/core-web-vitals.md46curl "https://chromeuxreport.googleapis.com/v1/records:queryRecord?key=YOUR_API_KEY" \CODE
HIGH⚡…packs/shopify-pack/skills/shopify-hello-world/SKILL.md53SHOPIFY_API_KEY=your_api_keyCODE
HIGH…ls/shopify-ai-toolkit-wrapper/references/mcp-config.md42export SHOPIFY_API_KEY="your-api-key"CODE
HIGH…s/shopify-pack/skills/shopify-security-basics/SKILL.md45SHOPIFY_API_KEY=your_api_keyCODE
HIGH⚡…-packs/fathom-pack/skills/fathom-install-auth/SKILL.md55export FATHOM_API_KEY="your-api-key-here"CODE
HIGH⚡…-packs/fathom-pack/skills/fathom-install-auth/SKILL.md66FATHOM_API_KEY=your-api-keyCODE
HIGH…assemblyai-security-basics/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…assemblyai-core-workflow-b/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…yai-reference-architecture/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…assemblyai-webhooks-events/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…lls/assemblyai-rate-limits/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…lls/assemblyai-hello-world/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…/assemblyai-ci-integration/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…ls/assemblyai-sdk-patterns/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…s/assemblyai-common-errors/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…emblyai-performance-tuning/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…assemblyai-core-workflow-a/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…/assemblyai-prod-checklist/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…ls/assemblyai-debug-bundle/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…emblyai-deploy-integration/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…semblyai-upgrade-migration/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…ls/assemblyai-install-auth/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…/assemblyai-local-dev-loop/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…lls/assemblyai-cost-tuning/references/official-docs.md15- [Account limits and billing](https://www.assemblyai.com/docs/faq/how-to-get-your-api-key)CODE
HIGH…menso-common-errors/references/implementation-guide.md32export DOCUMENSO_API_KEY="your-api-key"CODE
HIGH⚡…umenso-install-auth/references/implementation-guide.md62export DOCUMENSO_API_KEY="your-api-key"CODE
HIGH⚡…umenso-install-auth/references/implementation-guide.md65echo 'DOCUMENSO_API_KEY=your-api-key' >> .envCODE
HIGH…-deploy-integration/references/implementation-guide.md31vercel secrets add apollo-api-key "your-api-key"CODE
HIGH…-deploy-integration/references/implementation-guide.md63echo -n "your-api-key" | gcloud secrets versions add apollo-api-key --data-file=-CODE
HIGH…-deploy-integration/references/implementation-guide.md107 --value "your-api-key"CODE
HIGH…-deploy-integration/references/implementation-guide.md168 api-key: your-api-key # Use sealed-secrets in productionCODE
HIGH⚡…acks/apollo-pack/skills/apollo-local-dev-loop/SKILL.md46APOLLO_API_KEY=your-api-key-hereCODE
HIGH…ollo-local-dev-loop/references/implementation-guide.md32APOLLO_API_KEY=your-api-key-hereCODE
HIGH⚡…-packs/apollo-pack/skills/apollo-install-auth/SKILL.md60echo 'APOLLO_API_KEY=your-api-key-here' >> .envCODE
111 more matches not shown…
Empty Error Handlers188 hits · 940 pts
SeverityFileLineSnippetContext
HIGHfreshie/scripts/rebuild-inventory.py232except ValueError:CODE
HIGHfreshie/scripts/rebuild-inventory.py2376except sqlite3.OperationalError:CODE
HIGHfreshie/scripts/rebuild-inventory.py2400except sqlite3.OperationalError:CODE
HIGHfreshie/scripts/batch-remediate.py274except (ValueError, IndexError):CODE
HIGHfreshie/scripts/dolt-sync.py1359except (json.JSONDecodeError, OSError):CODE
HIGH…skills/aggregating-crypto-news/scripts/feed_fetcher.py165except Exception:CODE
HIGH…skills/aggregating-crypto-news/scripts/feed_fetcher.py175except Exception:CODE
HIGH…lls/aggregating-crypto-news/scripts/news_aggregator.py114except ImportError:CODE
HIGH…lls/aggregating-crypto-news/scripts/news_aggregator.py116except Exception:CODE
HIGH…/skills/aggregating-crypto-news/scripts/feed_parser.py60except Exception:CODE
HIGH…/skills/aggregating-crypto-news/scripts/feed_parser.py147except Exception:CODE
HIGH…/skills/aggregating-crypto-news/scripts/feed_parser.py154except Exception:CODE
HIGH…nalyzer/skills/analyzing-mempool/scripts/rpc_client.py251except Exception:CODE
HIGH…/optimizing-staking-rewards/scripts/staking_fetcher.py91except (json.JSONDecodeError, IOError):CODE
HIGH…/optimizing-staking-rewards/scripts/staking_fetcher.py103except IOError:CODE
HIGH…lls/backtesting-trading-strategies/scripts/backtest.py317except ImportError:CODE
HIGH…kills/analyzing-nft-rarity/scripts/metadata_fetcher.py107except IOError:CODE
HIGH…kills/analyzing-nft-rarity/scripts/metadata_fetcher.py98except (json.JSONDecodeError, IOError):CODE
HIGH…calculating-crypto-taxes/scripts/transaction_parser.py268except ValueError:CODE
HIGH…skills/analyzing-on-chain-data/scripts/data_fetcher.py60except (json.JSONDecodeError, IOError):CODE
HIGH…skills/analyzing-on-chain-data/scripts/data_fetcher.py69except IOError:CODE
HIGH…ls/exploring-blockchain-data/scripts/token_resolver.py358except Exception:CODE
HIGH…kills/analyzing-market-sentiment/scripts/fear_greed.py197except Exception:CODE
HIGH…kills/analyzing-market-sentiment/scripts/fear_greed.py223except Exception:CODE
HIGH…r/skills/generating-trading-signals/scripts/scanner.py92except Exception:CODE
HIGH…s/auditing-wallet-security/scripts/approval_scanner.py226except Exception:CODE
HIGH…lls/optimizing-defi-yields/scripts/protocol_fetcher.py163except IOError:CODE
HIGH…lls/monitoring-whale-activity/scripts/wallet_labels.py189except (IOError, json.JSONDecodeError):CODE
HIGH…lls/monitoring-whale-activity/scripts/wallet_labels.py208except (IOError, json.JSONDecodeError):CODE
HIGH…lls/monitoring-whale-activity/scripts/wallet_labels.py220except IOError:CODE
HIGH…lls/monitoring-whale-activity/scripts/price_service.py86except (json.JSONDecodeError, IOError):CODE
HIGH…lls/monitoring-whale-activity/scripts/price_service.py96except IOError:CODE
HIGH…/skills/monitoring-whale-activity/scripts/whale_api.py71except (json.JSONDecodeError, IOError):CODE
HIGH…/skills/monitoring-whale-activity/scripts/whale_api.py81except IOError:CODE
HIGH…ills/analyzing-liquidity-pools/scripts/pool_fetcher.py349except IOError:CODE
HIGH…izer/skills/optimizing-gas-fees/scripts/gas_fetcher.py113except (json.JSONDecodeError, IOError):CODE
HIGH…izer/skills/optimizing-gas-fees/scripts/gas_fetcher.py122except IOError:CODE
HIGH…skills/optimizing-gas-fees/scripts/pattern_analyzer.py127except (json.JSONDecodeError, IOError):CODE
HIGH…skills/optimizing-gas-fees/scripts/pattern_analyzer.py141except IOError:CODE
HIGH…ills/tracking-token-launches/scripts/token_analyzer.py362except Exception:CODE
HIGH…anner/skills/scanning-market-movers/scripts/scanner.py108except ImportError:CODE
HIGH…anner/skills/scanning-market-movers/scripts/scanner.py110except Exception:CODE
HIGH…anner/skills/scanning-market-movers/scripts/scanner.py131except Exception:CODE
HIGH…nner/skills/scanning-market-movers/scripts/analyzer.py189except Exception:CODE
HIGH…lls/tracking-crypto-portfolio/scripts/price_fetcher.py231except Exception:CODE
HIGH…skills/tracking-crypto-prices/scripts/cache_manager.py132except IOError:CODE
HIGH…skills/tracking-crypto-prices/scripts/cache_manager.py139except IOError:CODE
HIGH…skills/tracking-crypto-prices/scripts/cache_manager.py101except (json.JSONDecodeError, KeyError):CODE
HIGH…skills/tracking-crypto-prices/scripts/cache_manager.py113except (json.JSONDecodeError, KeyError):CODE
HIGH…skills/tracking-crypto-prices/scripts/price_tracker.py106except ImportError:CODE
HIGH…skills/tracking-crypto-prices/scripts/price_tracker.py109except Exception:CODE
HIGH…or/skills/skill-creator/eval-viewer/generate_review.py327except subprocess.TimeoutExpired:CODE
HIGH…or/skills/skill-creator/eval-viewer/generate_review.py252except (json.JSONDecodeError, OSError, KeyError):CODE
HIGH…or/skills/skill-creator/eval-viewer/generate_review.py460except (json.JSONDecodeError, OSError):CODE
HIGH…or/skills/skill-creator/eval-viewer/generate_review.py120except (json.JSONDecodeError, OSError):CODE
HIGH…or/skills/skill-creator/eval-viewer/generate_review.py158except (json.JSONDecodeError, OSError):CODE
HIGH…or/skills/skill-creator/eval-viewer/generate_review.py134except OSError:CODE
HIGH…or/skills/skill-creator/eval-viewer/generate_review.py323except (ProcessLookupError, ValueError):CODE
HIGH…or/skills/skill-creator/eval-viewer/generate_review.py365except (json.JSONDecodeError, OSError):CODE
HIGH…or/skills/skill-creator/scripts/aggregate_benchmark.py146except json.JSONDecodeError:CODE
128 more matches not shown…
Deep Nesting789 hits · 752 pts
SeverityFileLineSnippetContext
LOWfreshie/scripts/promote-to-curated.py571CODE
LOWfreshie/scripts/promote-to-curated.py922CODE
LOWfreshie/scripts/rebuild-inventory.py237CODE
LOWfreshie/scripts/rebuild-inventory.py594CODE
LOWfreshie/scripts/rebuild-inventory.py611CODE
LOWfreshie/scripts/rebuild-inventory.py1103CODE
LOWfreshie/scripts/rebuild-inventory.py1566CODE
LOWfreshie/scripts/rebuild-inventory.py1841CODE
LOWfreshie/scripts/rebuild-inventory.py2180CODE
LOWfreshie/scripts/batch-remediate.py279CODE
LOWfreshie/scripts/batch-remediate.py586CODE
LOWfreshie/scripts/batch-remediate.py685CODE
LOWfreshie/scripts/batch-remediate.py710CODE
LOWfreshie/scripts/batch-remediate.py733CODE
LOWfreshie/scripts/doltlite-sync.py364CODE
LOWfreshie/scripts/doltlite-sync.py485CODE
LOWfreshie/scripts/doltlite-sync.py1008CODE
LOWfreshie/scripts/dolt-sync.py351CODE
LOWfreshie/scripts/dolt-sync.py736CODE
LOWfreshie/scripts/dolt-sync.py1408CODE
LOW…utomating-database-backups/scripts/backup_validator.py39CODE
LOW…utomating-database-backups/scripts/backup_validator.py73CODE
LOW…utomating-database-backups/scripts/backup_validator.py128CODE
LOW…utomating-database-backups/scripts/backup_validator.py180CODE
LOW…utomating-database-backups/scripts/backup_validator.py238CODE
LOW…utomating-database-backups/scripts/backup_scheduler.py47CODE
LOW…ls/database-documentation-gen/scripts/erd_generator.py127CODE
LOW…ls/database-documentation-gen/scripts/erd_generator.py199CODE
LOW…/database-documentation-gen/scripts/validate_config.py102CODE
LOW…tabase-integrity/scripts/generate_validation_report.py123CODE
LOW…tabase-integrity/scripts/configure_validation_rules.py166CODE
LOW…tabase-integrity/scripts/configure_validation_rules.py275CODE
LOW…tabase-integrity/scripts/configure_validation_rules.py338CODE
LOW…-stored-procedures/scripts/database_connection_test.py78CODE
LOW…-stored-procedures/scripts/database_connection_test.py113CODE
LOW…stored-procedures/scripts/stored_procedure_deployer.py253CODE
LOW…/skills/modeling-nosql-data/scripts/validate_schema.py421CODE
LOW…/skills/modeling-nosql-data/scripts/validate_schema.py267CODE
LOW…/skills/modeling-nosql-data/scripts/validate_schema.py317CODE
LOW…r/skills/modeling-nosql-data/scripts/migrate_schema.py117CODE
LOW…r/skills/modeling-nosql-data/scripts/migrate_schema.py189CODE
LOW…ls/modeling-nosql-data/scripts/generate_sample_data.py261CODE
LOW…ls/modeling-nosql-data/scripts/generate_sample_data.py32CODE
LOW…skills/aggregating-crypto-news/scripts/feed_fetcher.py53CODE
LOW…r/skills/aggregating-crypto-news/scripts/formatters.py171CODE
LOW…lls/aggregating-crypto-news/scripts/news_aggregator.py88CODE
LOW…/skills/aggregating-crypto-news/scripts/feed_parser.py141CODE
LOW…/skills/aggregating-crypto-news/scripts/feed_parser.py175CODE
LOW…gator/skills/aggregating-crypto-news/scripts/scorer.py146CODE
LOW…nalyzer/skills/analyzing-mempool/scripts/tx_decoder.py139CODE
LOW…lyzer/skills/analyzing-mempool/scripts/mev_detector.py92CODE
LOW…nalyzer/skills/analyzing-mempool/scripts/rpc_client.py156CODE
LOW…lyzer/skills/analyzing-mempool/scripts/gas_analyzer.py51CODE
LOW…lyzer/skills/analyzing-mempool/scripts/gas_analyzer.py174CODE
LOW…ptimizing-staking-rewards/scripts/staking_optimizer.py25CODE
LOW…ls/optimizing-staking-rewards/scripts/risk_assessor.py239CODE
LOW…ls/optimizing-staking-rewards/scripts/risk_assessor.py254CODE
LOW…ls/optimizing-staking-rewards/scripts/risk_assessor.py294CODE
LOW…s/backtesting-trading-strategies/scripts/fetch_data.py23CODE
LOW…lls/backtesting-trading-strategies/scripts/backtest.py83CODE
729 more matches not shown…
Over-Commented Block589 hits · 520 pts
SeverityFileLineSnippetContext
LOWcodecov.yml1# Codecov configuration for jeremylongshore/claude-code-plugins-plus-skillsCOMMENT
LOWsources.yaml1# External Plugin SourcesCOMMENT
LOWsources.yaml21# upstream repair, but sync must not add it to the install catalog.COMMENT
LOWsources.yaml41 # https://github.com/numman-ali/n-skillsCOMMENT
LOWsources.yaml81 # ============================================================COMMENT
LOWsources.yaml361 # x86_64) inside the skill. `skills/**` is unanchored, so it isCOMMENT
LOWsources.yaml441 # Upstream commits its own claude-mem session exhaust atCOMMENT
LOWsources.yaml561 # - name: dev-browserCOMMENT
LOWsources.yaml881 # NOTE (2026-07-07): mytradeledger-skills (trpsbill/skills) was removedCOMMENT
LOW.lychee.toml21 # VitePress-style site that uses its own root-relative routingCOMMENT
LOW.lychee.toml161 # docs.sigstore.dev — timing out from CI runners (host throttles).COMMENT
LOW.lychee.toml181 "^https?://spacy\\.io/",COMMENT
LOWruff.toml1# Ruff configuration for claude-code-plugins-plus-skillsCOMMENT
LOWruff.toml21 # skills/.curated/ is a GENERATED mirror of the best plugin skills for skills.shCOMMENT
LOW.gitleaks.toml1# gitleaks configuration for claude-code-plugins-plus-skillsCOMMENT
LOW.gitleaks.toml61 # below, which the default rules would re-read as leaks.COMMENT
LOW.gitleaks.toml101 # docs) are public identifiers, not secrets.COMMENT
LOW.sops.yaml1# SOPS configuration. Encrypted secrets travel with the code.COMMENT
LOWsecrets.example.yaml1# secrets.example.yaml — template for SOPS-encrypted secrets.COMMENT
LOWCLAUDE.md61# Single test (vitest has no --grep; filter by test name with -t, or pass a file path)COMMENT
LOW.gemini/config.yaml1# Gemini Code Assist GitHub App configuration.COMMENT
LOWfreshie/scripts/dolt-sync.py141DEFAULT_REPO = "freshie-inventory"COMMENT
LOWplugins/database/README.md221# Result: List of slow queriesCOMMENT
LOW…lls/managing-database-recovery/scripts/pitr_restore.sh1#!/bin/bashCOMMENT
LOW…/managing-database-recovery/scripts/validate_backup.sh1#!/bin/bashCOMMENT
LOW…ls/managing-database-recovery/scripts/test_recovery.sh1#!/bin/bashCOMMENT
LOW…/skills/managing-database-recovery/scripts/failover.sh1#!/bin/bashCOMMENT
LOW…tor/skills/aggregating-crypto-news/config/sources.yaml1# RSS News Sources RegistryCOMMENT
LOW…tor/skills/aggregating-crypto-news/config/sources.yaml141 - name: Crypto Law InsiderCOMMENT
LOW…ills/optimizing-staking-rewards/references/examples.md1# Usage ExamplesCOMMENT
LOW…ills/optimizing-staking-rewards/references/examples.md61# Analyzes for a $25,000 positionCOMMENT
LOW…ills/optimizing-staking-rewards/references/examples.md81#COMMENT
LOW…ills/optimizing-staking-rewards/references/examples.md101# - stETH occasionally trades at slight discount to ETHCOMMENT
LOW…ills/optimizing-staking-rewards/references/examples.md121# Position APY Annual ReturnCOMMENT
LOW…ills/optimizing-staking-rewards/references/examples.md181# "project": "lido",COMMENT
LOW…ins/crypto/aomi/skills/transact/references/examples.md81# label: Approve Uniswap Router to spend USDCCOMMENT
LOW…ins/crypto/aomi/skills/transact/references/examples.md181# tx-3 to 0x87870Bca3F3fD6335C3F4ce8392D69350B4fA4E2 (Aave V3 Pool)COMMENT
LOW…ins/crypto/aomi/skills/transact/references/examples.md281COMMENT
LOW…ins/crypto/aomi/skills/transact/references/examples.md381# tx-1 to 0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48 (USDC)COMMENT
LOW…ins/crypto/aomi/skills/transact/references/examples.md461 (no drain-vector annotations)COMMENT
LOW…crypto/aomi/skills/transact/templates/aomi-workflow.sh1#!/usr/bin/env bashCOMMENT
LOW…crypto/aomi/skills/transact/templates/aomi-workflow.sh221# Single-tx flow (no approve, no batch):COMMENT
LOW…/monitoring-cross-chain-bridges/references/examples.md1# Usage ExamplesCOMMENT
LOW…/monitoring-cross-chain-bridges/references/examples.md61# Output:COMMENT
LOW…/monitoring-cross-chain-bridges/references/examples.md81# arbitrum $234.56MCOMMENT
LOW…/monitoring-cross-chain-bridges/references/examples.md141# Bridge: StargateCOMMENT
LOW…/monitoring-cross-chain-bridges/references/examples.md181# ============================================================COMMENT
LOW…/monitoring-cross-chain-bridges/references/examples.md201# ----------------------------------------COMMENT
LOW…arket-sentiment-analyzer/commands/analyze-sentiment.md821 # For demonstration - would integrate with Glassnode, CoinMetrics, etc.COMMENT
LOW…skills/analyzing-market-sentiment/config/settings.yaml1# Market Sentiment Analyzer ConfigurationCOMMENT
LOW…skills/auditing-wallet-security/references/examples.md1# Usage ExamplesCOMMENT
LOW…skills/auditing-wallet-security/references/examples.md21#COMMENT
LOW…skills/auditing-wallet-security/references/examples.md81# Step 1/3: Scanning token approvals...COMMENT
LOW…skills/auditing-wallet-security/references/examples.md101# ╚═══════════════════════════════════════════════════════════════════╝COMMENT
LOW…skills/auditing-wallet-security/references/examples.md121#COMMENT
LOW…skills/auditing-wallet-security/references/examples.md141# "risk_factors": [COMMENT
LOW…skills/auditing-wallet-security/references/examples.md161# Output:COMMENT
LOW…skills/auditing-wallet-security/references/examples.md201# REVOKE RECOMMENDATIONSCOMMENT
LOW…skills/auditing-wallet-security/references/examples.md241python wallet_auditor.py report 0xd8dA6BF26964aF9D7eEd9e03E53415D37aA96045 --jsonCOMMENT
LOW…skills/auditing-wallet-security/references/examples.md261# "unique_spenders": 8,COMMENT
529 more matches not shown…
Fake / Example Data365 hits · 392 pts
SeverityFileLineSnippetContext
LOW.gitleaks.toml94 '''placeholder''',STRING
LOWfreshie/exports/run-1/plugin_values.json11845 "raw_value": "[\"testing\", \"test-data\", \"fake-data\", \"fixtures\", \"factory\", \"agent-skills\"]"CODE
LOW…er/skills/implementing-database-audit-logging/SKILL.md97 - At the start of each request: `SET LOCAL app.user = 'user@example.com'`CODE
LOW…er/skills/implementing-database-audit-logging/SKILL.md114 - **All changes by a user**: `SELECT * FROM audit_log WHERE changed_by = 'user@example.com' ORDER BY changed_at DESC`CODE
LOW…enerator/skills/generating-database-seed-data/SKILL.md58 - **Raw SQL**: `INSERT INTO users (name, email, ...) VALUES ('John Doe', 'john@example.com', ...);` with proper escapCODE
LOW…ase/stored-procedure-generator/commands/stored-proc.md250 '{"street": "123 Main St", "city": "Portland", "state": "OR", "zip": "97201"}'::JSONBCODE
LOW…gins/database/nosql-data-modeler/agents/nosql-agent.md46 name: "John Doe",CODE
LOW…eployment-rollbacks/assets/example_rollback_config.yml110 recipients: ["admin@example.com", "devops@example.com"]CODE
LOW…ting-docker-compose-files/scripts/generate_env_file.py199 return "user@example.com"CODE
LOW…rating-deployment-pipelines/assets/example_config.yaml83 - "admin@example.com"CODE
LOW…/skills/skill-adapter/assets/examples/figma_specs.json116 "author": "John Doe",CODE
LOWplugins/security/penetration-tester/tests/conftest.py32 "name": "Jane Doe",CODE
LOW⚡…ty/penetration-tester/tests/test_cluster6_reporting.py322 assert "Jane Doe" in summaryCODE
LOW…g-penetration-testing/scripts/code_security_scanner.py548 "placeholder",CODE
LOW…scanner/skills/skill-adapter/assets/report_template.md87 "address": "123 Main St",CODE
LOW…api-versioning-manager/commands/manage-api-versions.md808 name: 'John Doe',CODE
LOW…api-versioning-manager/commands/manage-api-versions.md816 displayName: 'John Doe',CODE
LOW…lls/skill-adapter/assets/compatibility_test_suite.json17 "name": "John Doe",CODE
LOW…lls/skill-adapter/assets/compatibility_test_suite.json34 "full_name": "John Doe",CODE
LOW…kills/skill-adapter/assets/migration_guide_template.md83 "user_name": "John Doe"CODE
LOW…kills/skill-adapter/assets/migration_guide_template.md92 "name": "John Doe",CODE
LOW…ls/skill-adapter/assets/deprecation_notice_template.md59 * **Old:** `{"id": 123, "name": "John Doe"}`COMMENT
LOW…t/api-contract-generator/commands/generate-contract.md175 "name": "John Doe",CODE
LOW…t/api-contract-generator/commands/generate-contract.md271 name: 'John Doe',CODE
LOW…ator/skills/skill-adapter/assets/example_contract.json30 "author": "John Doe",CODE
LOW…ator/skills/skill-adapter/assets/example_contract.json87 "author": "John Doe",CODE
LOW…tor/skills/skill-adapter/assets/contract_template.json27 "name": "John Doe",CODE
LOW…tor/skills/skill-adapter/assets/contract_template.json30 "street": "123 Main St",CODE
LOW…lls/building-api-authentication/references/examples.md201 -d '{"email":"user@example.com","password":"secret123"}'CODE
LOW…-builder/skills/skill-adapter/assets/jwt_template.json17 "name": "John Doe",CODE
LOW…velopment/api-request-logger/commands/setup-logging.md467 user = {"id": user_id, "email": "user@example.com", "ssn": "123-45-6789"}CODE
LOW…ster/skills/skill-adapter/assets/example_api_spec.json35 "name": "John Doe",CODE
LOW…ster/skills/skill-adapter/assets/example_api_spec.json44 "value": "John Doe",CODE
LOW…ster/skills/skill-adapter/assets/example_api_spec.json57 "name": "Jane Doe",CODE
LOW…ster/skills/skill-adapter/assets/example_api_spec.json66 "value": "Jane Doe",CODE
LOW…-documentation-generator/commands/generate-api-docs.md1414 ("string", "email"): "user@example.com",CODE
LOW…/skills/skill-adapter/assets/example_event_schema.json59 "example": "123 Main St"CODE
LOW⚡…ills/skill-adapter/assets/example_webhook_payload.json30 "name": "John Doe",CODE
LOW⚡…ills/skill-adapter/assets/example_webhook_payload.json31 "address_line1": "123 Main St",CODE
LOW⚡…ills/skill-adapter/assets/example_webhook_payload.json39 "name": "John Doe",CODE
LOW⚡…ills/skill-adapter/assets/example_webhook_payload.json40 "address_line1": "123 Main St",CODE
LOW…lopment/api-mock-server/commands/create-mock-server.md730 'admin@example.com': { password: 'admin123', role: 'admin', mfaEnabled: true },CODE
LOW…lopment/api-mock-server/commands/create-mock-server.md731 'user@example.com': { password: 'user123', role: 'user', mfaEnabled: false },CODE
LOW…/skills/skill-adapter/assets/mock_server_template.yaml36 name: "John Doe"CODE
LOW…erver/skills/skill-adapter/assets/openapi_example.yaml113 example: "John Doe"CODE
LOW…erver/skills/skill-adapter/assets/openapi_example.yaml136 example: "Jane Doe"CODE
LOW⚡…development/api-migration-tool/commands/migrate-api.md179 "name": "John Doe",CODE
LOW⚡…development/api-migration-tool/commands/migrate-api.md181 "street": "123 Main St",CODE
LOW⚡…development/api-migration-tool/commands/migrate-api.md190 "name": "John Doe",CODE
LOW⚡…development/api-migration-tool/commands/migrate-api.md193 "street": "123 Main St",CODE
LOWplugins/ai-agency/tonone/skills/form-social/SKILL.md46- If copy is not yet written: flag it now. No lorem ipsum will appear in any spec.CODE
LOWplugins/ai-agency/tonone/skills/form-social/SKILL.md198 Copy: [EXACT text — never lorem ipsum]CODE
LOWplugins/ai-agency/tonone/skills/form-social/SKILL.md253- **No lorem ipsum.** Use the real copy or flag that copy is needed. A spec with placeholder text is not a spec — it's aCODE
LOWplugins/ai-agency/tonone/skills/form-social/SKILL.md264- Lorem ipsum in any deliverable — real copy or a clear flag that copy is missingCODE
LOWplugins/ai-agency/tonone/skills/proof-design/SKILL.md86- [ ] Lorem ipsum or placeholder text shipped → CriticalCODE
LOW…ugins/ai-agency/hyperflow/skills/hyperflow/DOCTRINE.md389- Test cases that just restate Acceptance criteria in table form — Acceptance is shape (`exported as X`); test cases areCODE
LOW…/ai-agency/hyperflow/skills/hyperflow/worker-prompt.md65- Cases that just restate Acceptance criteria in table form — Acceptance is shape (`exported as X`); test cases are behaCODE
LOW…/ai-agency/hyperflow/skills/hyperflow/worker-prompt.md179| 1 | happy path two words | \`<UserAvatar name="John Doe" userId="u1" />\` | renders "JD"; consistent background color CODE
LOW⚡…er/skills/skill-adapter/assets/dashboard_template.html104 <strong>Experiment ID:</strong> <span class="placeholder">{{experiment_id_1}}</span><br>CODE
LOW⚡…er/skills/skill-adapter/assets/dashboard_template.html105 <strong>Description:</strong> <span class="placeholder">{{experiment_description_1}}</span><br>CODE
305 more matches not shown…
Unused Imports350 hits · 330 pts
SeverityFileLineSnippetContext
LOWfreshie/scripts/promote-to-curated.py73CODE
LOWfreshie/scripts/rebuild-inventory.py19CODE
LOWfreshie/scripts/rebuild-inventory.py24CODE
LOWfreshie/scripts/batch-remediate.py17CODE
LOWfreshie/scripts/run-delta.py38CODE
LOWfreshie/scripts/doltlite-sync.py4CODE
LOWfreshie/scripts/dolt-sync.py109CODE
LOW…s/backtesting-trading-strategies/scripts/fetch_data.py11CODE
LOW…er/skills/tracking-crypto-prices/scripts/api_client.py163CODE
LOW…kills/engineer-design-diagram/scripts/validate_html.py19CODE
LOW…/skills/engineer-design-diagram/scripts/fingerprint.py21CODE
LOW…ills/artifact-validator/scripts/inventory_artifacts.py4CODE
LOW…it/skills/production-upgrade/scripts/audit_evidence.py4CODE
LOW…agent-safety-preflight/scripts/agent_preflight_lite.py4CODE
LOWplugins/security/penetration-tester/tests/conftest.py7CODE
LOW…tion-tester/tests/test_cluster4_dependency_analysis.py14CODE
LOW…s/security/penetration-tester/tests/test_lib_report.py3CODE
LOW…ty/penetration-tester/tests/test_cluster6_reporting.py9CODE
LOW…/security/penetration-tester/tests/test_lib_finding.py8CODE
LOW…on-tester/tests/test_cluster5_engagement_governance.py9CODE
LOWplugins/security/penetration-tester/lib/finding.py18CODE
LOWplugins/security/penetration-tester/lib/http_client.py21CODE
LOWplugins/security/penetration-tester/lib/authz_check.py27CODE
LOWplugins/security/penetration-tester/lib/report.py15CODE
LOW…g-directory-listing/scripts/probe_directory_listing.py15CODE
LOW…cing-transitive-vulnerabilities/scripts/trace_vulns.py20CODE
LOW…etecting-weak-cryptography/scripts/scan_weak_crypto.py12CODE
LOW…g-pentest-authorization/scripts/check_authorization.py18CODE
LOW…/skills/defining-pentest-scope/scripts/define_scope.py18CODE
LOW…s/mapping-findings-to-owasp-top10/scripts/map_owasp.py16CODE
LOW…scanning-for-hardcoded-secrets/scripts/scan_secrets.py27CODE
LOW…ter/skills/analyzing-tls-config/scripts/analyze_tls.py24CODE
LOW…/detecting-ssl-cert-issues/scripts/check_cert_chain.py29CODE
LOW…robing-dangerous-http-methods/scripts/probe_methods.py28CODE
LOW…s/auditing-python-dependencies/scripts/audit_python.py19CODE
LOW…printing-server-software/scripts/fingerprint_server.py21CODE
LOW…ster/skills/auditing-cors-policy/scripts/audit_cors.py25CODE
LOW…/skills/detecting-eval-exec-usage/scripts/scan_eval.py8CODE
LOW…g-penetration-testing/scripts/code_security_scanner.py23CODE
LOW…ming-penetration-testing/scripts/dependency_auditor.py25CODE
LOW…orming-penetration-testing/scripts/security_scanner.py23CODE
LOW…mposing-vulnerability-report/scripts/compose_report.py17CODE
LOW…ecting-command-injection-patterns/scripts/scan_cmdi.py9CODE
LOW…/checking-license-compliance/scripts/check_licenses.py20CODE
LOW…ording-pentest-engagement/scripts/record_engagement.py16CODE
LOW…tecting-exposed-secrets-files/scripts/probe_secrets.py15CODE
LOW…/detecting-sql-injection-patterns/scripts/scan_sqli.py9CODE
LOW…hecking-http-security-headers/scripts/check_headers.py24CODE
LOW…kills/detecting-debug-endpoints/scripts/probe_debug.py23CODE
LOW…s/generating-executive-summary/scripts/exec_summary.py17CODE
LOW…secure-deserialization/scripts/scan_deserialization.py9CODE
LOW…/skills/auditing-npm-dependencies/scripts/audit_npm.py20CODE
LOWplugins/ai-agency/hyperflow/scripts/resolve-mode.py21CODE
LOWplugins/ai-agency/hyperflow/scripts/migrate-cache.py26CODE
LOW…gins/ai-agency/hyperflow/scripts/generate-demo-cast.py15CODE
LOWplugins/ai-agency/hyperflow/scripts/auto-bridge.py24CODE
LOWplugins/ai-agency/hyperflow/scripts/auto-bridge.py28CODE
LOWplugins/ai-agency/hyperflow/scripts/generate-og.py17CODE
LOW…agency/hyperflow/scripts/generate-portable-doctrine.py26CODE
LOW…ugins/ai-agency/hyperflow/scripts/archive-artefacts.py35CODE
290 more matches not shown…
Redundant / Tautological Comments169 hits · 233 pts
SeverityFileLineSnippetContext
LOWfreshie/scripts/rebuild-inventory.py554 # Check if table existsCOMMENT
LOWfreshie/scripts/rebuild-inventory.py558 # Check if run_id column already presentCOMMENT
LOWfreshie/scripts/batch-remediate.py375 # Check if this line starts a target fieldCOMMENT
LOWplugins/install-jeremy-plugins.sh24 # Check if already installedCOMMENT
LOW…lls/managing-database-recovery/scripts/pitr_restore.sh130 # Check if target time is in the futureCOMMENT
LOW…/managing-database-recovery/scripts/validate_backup.sh123 # Check if file is readableCOMMENT
LOW…/managing-database-recovery/scripts/validate_backup.sh151 # Check if it's a SQL dump fileCOMMENT
LOW…ls/managing-database-recovery/scripts/test_recovery.sh184 # Check if target port is availableCOMMENT
LOW…g-database-backups/scripts/restore_script_generator.py78# Check if database existsCOMMENT
LOW…g-database-backups/scripts/restore_script_generator.py192# Check if database existsCOMMENT
LOW⚡…g-database-backups/scripts/restore_script_generator.py299 # Check if it contains gzipped bsonCOMMENT
LOW⚡…g-database-backups/scripts/restore_script_generator.py305# Check if database existsCOMMENT
LOW…g-database-backups/scripts/restore_script_generator.py419# Check if database existsCOMMENT
LOW…utomating-database-backups/scripts/backup_scheduler.py122 # Check if entry already existsCOMMENT
LOW…/database-documentation-gen/scripts/validate_config.py136 # Check if we're in a documentation project directoryCOMMENT
LOW…rocedures/scripts/stored_procedure_syntax_validator.py67 # Check if function has RETURNSCOMMENT
LOW…/skills/modeling-nosql-data/scripts/validate_schema.py281 # Check if reference target existsCOMMENT
LOW…/skills/modeling-nosql-data/scripts/validate_schema.py455 # Output resultsSTRING
LOW⚡…skills/aggregating-crypto-news/scripts/feed_fetcher.py148 # Check if expiredCOMMENT
LOW…/optimizing-staking-rewards/scripts/staking_fetcher.py148 # Check if it's a known staking protocolCOMMENT
LOW…/optimizing-staking-rewards/scripts/staking_fetcher.py199 # Check if asset is in the pool symbolCOMMENT
LOW…lls/backtesting-trading-strategies/scripts/backtest.py401 # Print resultsCOMMENT
LOW…/skills/calculating-crypto-taxes/scripts/tax_engine.py111 # Check if we have enough to disposeCOMMENT
LOW…nitoring-cross-chain-bridges/scripts/bridge_monitor.py149 # Check if both chains supportedCOMMENT
LOW…s/monitoring-cross-chain-bridges/scripts/tx_tracker.py98 # Check if pendingCOMMENT
LOW…s/auditing-wallet-security/scripts/approval_scanner.py285 # Check if unlimitedCOMMENT
LOW…s/auditing-wallet-security/scripts/approval_scanner.py292 # Check if riskyCOMMENT
LOW…lls/auditing-wallet-security/scripts/wallet_auditor.py132 # Display resultsCOMMENT
LOW…skills/auditing-wallet-security/scripts/tx_analyzer.py259 # Check if it's a contractCOMMENT
LOW…lls/optimizing-defi-yields/scripts/yield_calculator.py172 # Check if it's a stablecoin-only poolCOMMENT
LOW…ills/analyzing-liquidity-pools/scripts/pool_fetcher.py117 # Check if both tokens are in the symbolCOMMENT
LOW⚡…router/skills/routing-dex-trades/scripts/dex_router.py345 # Check if running in demo modeCOMMENT
LOW…ills/tracking-token-launches/scripts/token_analyzer.py237 # Check if proxyCOMMENT
LOW…anner/skills/scanning-market-movers/scripts/scorers.py90 # Check if all changes are in same directionCOMMENT
LOW…nner/skills/scanning-market-movers/scripts/analyzer.py58 # Check if dependency existsCOMMENT
LOW…skills/tracking-crypto-prices/scripts/price_tracker.py228 # Output resultsCOMMENT
LOW…skills/tracking-crypto-prices/scripts/price_tracker.py297 # Output resultsCOMMENT
LOW…ting-docker-compose-files/scripts/generate_env_file.py355 # Output resultsSTRING
LOW…ills/generating-docker-compose-files/scripts/deploy.sh194 # Check if Swarm is initializedCOMMENT
LOW…ills/generating-docker-compose-files/scripts/deploy.sh246 # Check if kompose is availableCOMMENT
LOW…ating-docker-compose-files/assets/compose_template.yml20 test: ["CMD-SHELL", "curl -f http://localhost || exit 1"] # Check if the web server is respondingCODE
LOW…ating-docker-compose-files/assets/compose_template.yml46 test: ["CMD-SHELL", "curl -f http://localhost:8000/health || exit 1"] # Check if the application is respondingCODE
LOW…ating-docker-compose-files/assets/compose_template.yml72 test: ["CMD-SHELL", "pg_isready -U user -d database"] # Check if the database is readyCODE
LOW…ting-kubernetes-deployments/scripts/delete_manifest.sh183 # Check if resource existsCOMMENT
LOW…kubernetes-deployments/assets/deployment_template.yaml39 livenessProbe: # Check if the container is runningCODE
LOW…kubernetes-deployments/assets/deployment_template.yaml47 readinessProbe: # Check if the container is ready to serve trafficCODE
LOW…ls/creating-ansible-playbooks/scripts/test_playbook.sh170 # Check if image existsCOMMENT
LOW…authentication-implementations/scripts/jwt_analyzer.py162 # Check if algorithm matches expectedCOMMENT
LOW…robing-dangerous-http-methods/scripts/probe_methods.py102 # Check if the response body echoes the request — confirms XSTCOMMENT
LOWplugins/ai-agency/hyperflow/scripts/setup-detection.sh231 # Check if shim already present (prefix match handles version-embedded marker)COMMENT
LOW…/skills/podium-rag-context-bridge/config/settings.yaml22 # Set false to allow cross-contact retrieval (rare; only when contact identity is unknown).COMMENT
LOW…ills/managing-database-tests/assets/docker-compose.yml17 test: ["CMD-SHELL", "pg_isready -U test_user -d test_database"] # Check if the database is readyCODE
LOW…ills/managing-database-tests/assets/docker-compose.yml37 test: ["CMD-SHELL", "mysqladmin ping -h localhost -u root -proot_password"] # Check if the database is readyCODE
LOW…ills/managing-database-tests/assets/docker-compose.yml55 test: ["CMD", "mongosh", "--eval", "db.runCommand('ping').ok"] # Check if the database is readyCODE
LOW…rforming-regression-analysis/scripts/evaluate_model.py351 # Output resultsSTRING
LOW…erforming-regression-analysis/scripts/validate_data.py267 # Check if column existsCOMMENT
LOW…erforming-regression-analysis/scripts/validate_data.py274 # Check if numericCOMMENT
LOW…erforming-regression-analysis/scripts/validate_data.py484 # Output resultsSTRING
LOW…rforming-regression-analysis/scripts/generate_model.py378 # Output resultsSTRING
LOW…jeremy-vertex-validator/scripts/validate_compliance.py246 # Check if models exist in the primary regionCOMMENT
109 more matches not shown…
AI Slop Vocabulary67 hits · 204 pts
SeverityFileLineSnippetContext
MEDIUMfreshie/scripts/promote-to-curated.py103# Machine-readable strategy marker consumed by the Epic 1 measurement harness.COMMENT
MEDIUMfreshie/scripts/promote-to-curated.py104# Changing this value requires updating the harness and its independent fixtures.COMMENT
MEDIUMfreshie/scripts/run-delta.py120 """Table name from a diff row, robust to Dolt column-name variants.STRING
MEDIUM…tabase-integrity/scripts/generate_validation_report.py17 """Generates comprehensive validation reports."""STRING
MEDIUM…timizing-staking-rewards/scripts/metrics_calculator.py50 """Calculates comprehensive metrics for staking options."""STRING
MEDIUM…timizing-staking-rewards/scripts/metrics_calculator.py89 """Calculate comprehensive metrics for a staking option.STRING
MEDIUM…skills/auditing-wallet-security/scripts/risk_scorer.py287 # General best practicesCOMMENT
MEDIUM…ating-docker-compose-files/scripts/validate_compose.sh208 # Check for recommended best practicesCOMMENT
MEDIUM…ng-kubernetes-deployments/scripts/validate_manifest.sh154 # Perform best practices validation in strict modeCOMMENT
MEDIUM…jeremy-github-actions-gcp/scripts/validate-workflow.sh3# Validate GitHub Actions workflow for Vertex AI / GCP best practicesCOMMENT
MEDIUM…alidating-cors-policies/scripts/generate_test_cases.py23 """Generates comprehensive test cases for CORS policies."""STRING
MEDIUM⚡…tion-tester/tests/test_cluster4_dependency_analysis.py443 # All 3 vulns flow through `express` (high-leverage ancestor)COMMENT
MEDIUM⚡…tion-tester/tests/test_cluster4_dependency_analysis.py452 # The top leverage ancestor should be `express` with 3 CVE countCOMMENT
MEDIUM…tion-tester/tests/test_cluster4_dependency_analysis.py357 # Only the leverage-report finding should be in the output (no realCOMMENT
MEDIUM…tion-tester/tests/test_cluster4_dependency_analysis.py358 # transitive vuln, no leverage to track) — but if INFO was incorrectlyCOMMENT
MEDIUM…tion-tester/tests/test_cluster4_dependency_analysis.py431 """The leverage report should call out the direct ancestor for whichSTRING
MEDIUM…cing-transitive-vulnerabilities/scripts/trace_vulns.py350 # Add leverage report findings — INFO severity, one per direct dep with >0 reachable CVEs.COMMENT
MEDIUMplugins/mcp/slack-channel/server.test.ts1227 // buildSecretValueSet skips empty values, but guard must be robust anyway:COMMENT
MEDIUMplugins/mcp/slack-channel/server.test.ts17765 test('expands ~/ prefix via os.homedir() (Gemini #185 — robust path resolution)', async () => {CODE
MEDIUM⚡plugins/mcp/pr-to-spec/examples/bash-agent.sh53# Step 5: For medium-risk or clean PRs, use an LLM for nuanced reviewCOMMENT
MEDIUM…ack/skills/coreweave-gpu-node-forensics/eval-spec.yaml8# The deterministic regression harness. This is the ground truth for theCOMMENT
MEDIUM…automate/skills/run-interactive-session/scripts/run.sh162# Gemini CLI today and is robust to future AI hosts thatCOMMENT
MEDIUM…uilding-automl-pipelines/assets/pipeline_template.yaml23 feature_scaling: "standard" # Scaling method for numeric features (e.g., standard, minmax, robust)CODE
MEDIUM…kills/vertex-engine-inspector/scripts/inspect-agent.sh3# Performs comprehensive validation including runtime config, security, and complianceCOMMENT
MEDIUM⚡…ing-security-code-review/assets/example_code_secure.py124 # A more robust email regex can be usedCOMMENT
MEDIUMplugins/community/skills-janitor/scripts/lint.sh3# Validates skills against best practicesCOMMENT
MEDIUM⚡…bs-pack/skills/audit-tests/shared-refs/harness-hash.sh2# harness-hash.sh — SHA-256 manifest for engineer-owned artifacts.COMMENT
MEDIUM⚡…bs-pack/skills/audit-tests/shared-refs/harness-hash.sh9# bash harness-hash.sh --init # write manifest (engineer-initiated)COMMENT
MEDIUM⚡…bs-pack/skills/audit-tests/shared-refs/harness-hash.sh10# bash harness-hash.sh --verify # compare current hashes to manifestCOMMENT
MEDIUM⚡…bs-pack/skills/audit-tests/shared-refs/harness-hash.sh11# bash harness-hash.sh --list # show which files are pinnedCOMMENT
MEDIUMscripts/lint-skill-codeblocks.py177 # detection is robust to renames in sources.yaml without us having toCOMMENT
MEDIUMscripts/validate-skills-schema.py395# Recommended sections (best practices, not mandated by any published standard)COMMENT
MEDIUMscripts/validate-skills-schema.py492 # these are the same variables in their harness-free spelling.COMMENT
MEDIUMscripts/validate-skills-schema.py1197 # to reflect that these are best practices, not requirements.COMMENT
MEDIUM.github/workflows/skill-conform.yml4# mcp configs, plugin manifests) via audit-harness@>=1.3.1 `conform`.COMMENT
MEDIUM.github/workflows/skill-conform.yml59 # bundled) stays non-blocking by harness design.COMMENT
MEDIUM.github/workflows/kernel-vendor-hash.yml109 # The single advisory step. continue-on-error guarantees a harness failureCOMMENT
MEDIUM.github/workflows/kernel-shadow-validation.yml15# * The validation step uses `continue-on-error: true`, so even a harness crashCOMMENT
MEDIUM.github/workflows/kernel-shadow-validation.yml76 # The single advisory step. continue-on-error guarantees a harness failureCOMMENT
MEDIUM.github/workflows/standalone-e2e.yml3# Owns the repository-local plugin/skill/MCP harness under tests/e2e. TheCOMMENT
MEDIUM⚡.github/workflows/validate-plugins.yml194 # @intentsolutions/audit-harness verify — exit 0 when policy hashesCOMMENT
MEDIUM⚡.github/workflows/validate-plugins.yml195 # match `.harness-hash`, exit 2 when a hash-pinned file was changedCOMMENT
MEDIUM⚡.github/workflows/validate-plugins.yml196 # without a paired engineer-initiated `pnpm exec audit-harness init`.COMMENT
MEDIUM⚡.github/workflows/validate-plugins.yml198 # skills/.curated/**/eval-spec.yaml, and .harness-hash-extra-patterns.COMMENT
MEDIUM⚡.github/workflows/validate-plugins.yml199 # Re-pin ritual: edit an eval-spec → `pnpm exec audit-harness init` →COMMENT
MEDIUM.github/workflows/validate-plugins.yml169 # denylist-bearing skill may not claim a foreign harness inCOMMENT
MEDIUM.github/workflows/validate-plugins.yml324 # root dev dependencies (for audit-harness verify + lint:root), soCOMMENT
MEDIUM.github/workflows/validate-plugins.yml2008 # adapterless harness named as supported. R1/R2 (no per-plugin rows,COMMENT
MEDIUM.github/workflows/validate-plugins.yml2021 # The canonical harness-free skill contract (blueprint 727 § 5.2, Epic 3COMMENT
MEDIUM.github/workflows/validate-plugins.yml2061 # token reappearing in the harness-free core (skill-card.yaml files orCOMMENT
MEDIUM.github/workflows/validate-plugins.yml2069 # SKILL.md may not name a harness outside the registered adapter setCOMMENT
MEDIUM…cing-transitive-vulnerabilities/scripts/trace_vulns.py350 # Add leverage report findings — INFO severity, one per direct dep with >0 reachable CVEs.COMMENT
MEDIUM…urated/auditing-wallet-security/scripts/risk_scorer.py287 # General best practicesCOMMENT
MEDIUM…uilding-automl-pipelines/assets/pipeline_template.yaml23 feature_scaling: "standard" # Scaling method for numeric features (e.g., standard, minmax, robust)CODE
MEDIUM…ng-kubernetes-deployments/scripts/validate_manifest.sh154 # Perform best practices validation in strict modeCOMMENT
MEDIUM…alidating-cors-policies/scripts/generate_test_cases.py23 """Generates comprehensive test cases for CORS policies."""STRING
MEDIUM…ating-docker-compose-files/scripts/validate_compose.sh208 # Check for recommended best practicesCOMMENT
MEDIUM⚡…ing-security-code-review/assets/example_code_secure.py124 # A more robust email regex can be usedCOMMENT
MEDIUM…rated/vertex-engine-inspector/scripts/inspect-agent.sh3# Performs comprehensive validation including runtime config, security, and complianceCOMMENT
MEDIUM…timizing-staking-rewards/scripts/metrics_calculator.py50 """Calculates comprehensive metrics for staking options."""STRING
7 more matches not shown…
Verbosity Indicators87 hits · 144 pts
SeverityFileLineSnippetContext
LOW⚡freshie/scripts/rebuild-inventory.py2430 # Step 0: Ensure the discovery schema exists (no-op on an established DB).COMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2433 # Step 1: Migrate schema — add run_id to all target tablesCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2445 # Step 2: Determine run_idCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2452 # Step 3: Purge any existing rows for this run_id (idempotent)COMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2460 # Step 4: Insert discovery_runs recordCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2484 # Step 6: Collect SKILL.md paths (used by multiple scan groups)COMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2490 # Step 7: Skill file analysisCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2494 # Step 8: Commands and agentsCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2498 # Step 9: DocsCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2502 # Step 10: Scripts and CICOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2506 # Step 11: Structural analysisCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2512 # Step 12: Root filesCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2516 # Step 13: Marketplace catalogCOMMENT
LOW⚡freshie/scripts/rebuild-inventory.py2520 # Step 14: Misc tablesCOMMENT
LOWfreshie/scripts/rebuild-inventory.py2471 # Step 5: Scan packs / plugins / skillsCOMMENT
LOWfreshie/scripts/rebuild-inventory.py2534 # Step 15: Update discovery_runs totalsCOMMENT
LOW…ills/simulating-flash-loans/scripts/strategy_engine.py202 # Step 1: Flash borrowCOMMENT
LOW…ills/simulating-flash-loans/scripts/strategy_engine.py219 # Step 2: Sell on high-price DEXCOMMENT
LOW…ills/simulating-flash-loans/scripts/strategy_engine.py243 # Step 3: Buy on low-price DEXCOMMENT
LOW…ills/simulating-flash-loans/scripts/strategy_engine.py267 # Step 4: Repay flash loanCOMMENT
LOW…ills/simulating-flash-loans/scripts/strategy_engine.py390 # Step 1: Flash borrow debt assetCOMMENT
LOW…ills/simulating-flash-loans/scripts/strategy_engine.py407 # Step 2: Liquidate positionCOMMENT
LOW…ills/simulating-flash-loans/scripts/strategy_engine.py424 # Step 3: Swap collateral to debt assetCOMMENT
LOW…ills/simulating-flash-loans/scripts/strategy_engine.py441 # Step 4: Repay flash loanCOMMENT
LOW⚡plugins/mcp/lumera-agent-memory/src/mcp_server.py148 # Step 1: Extract from CASS (simulated - would call real CASS API)COMMENT
LOW⚡plugins/mcp/lumera-agent-memory/src/mcp_server.py151 # Step 2: Redact secrets/PIICOMMENT
LOW⚡plugins/mcp/lumera-agent-memory/src/mcp_server.py154 # Step 3: Generate memory card (wow factor)COMMENT
LOW⚡plugins/mcp/lumera-agent-memory/src/mcp_server.py157 # Step 4: Encrypt client-sideCOMMENT
LOW⚡plugins/mcp/lumera-agent-memory/src/mcp_server.py160 # Step 5: Upload to CascadeCOMMENT
LOW⚡plugins/mcp/lumera-agent-memory/src/mcp_server.py164 # Step 6: Index locallyCOMMENT
LOW⚡plugins/mcp/lumera-agent-memory/src/mcp_server.py236 # Step 1: Fetch encrypted blob from CascadeCOMMENT
LOW⚡plugins/mcp/lumera-agent-memory/src/mcp_server.py240 # Step 2: Get crypto metadata from indexCOMMENT
LOW⚡plugins/mcp/lumera-agent-memory/src/mcp_server.py247 # Step 3: Decrypt client-sideCOMMENT
LOW⚡plugins/mcp/lumera-agent-memory/src/mcp_server.py251 # Step 4: Return session with memory cardCOMMENT
LOWplugins/mcp/slack-channel/audit-key-loader.ts179 // Step 2: existence check.COMMENT
LOWplugins/mcp/slack-channel/audit-key-loader.ts194 // Step 3: SOPS decrypt.COMMENT
LOWplugins/mcp/slack-channel/audit-key-loader.ts205 // Step 4: parse + tamper-check.COMMENT
LOWplugins/mcp/slack-channel/audit-key-loader.ts216 // Step 5: staleness check (non-blocking).COMMENT
LOWplugins/mcp/slack-channel/stream-reply.ts176 // Step 1: gate check at start. Failure here is a clean reject —COMMENT
LOW⚡plugins/mcp/slack-channel/stream-reply.ts199 // Step 2: pre-commit hash.COMMENT
LOW⚡plugins/mcp/slack-channel/stream-reply.ts202 // Step 3: chunk.COMMENT
LOW⚡plugins/mcp/slack-channel/stream-reply.ts205 // Step 4: journal the allow with pre-committed hash. The chainCOMMENT
LOWplugins/mcp/slack-channel/stream-reply.ts222 // Step 5: initial post. The returned ts is the cached id forCOMMENT
LOWplugins/mcp/slack-channel/stream-reply.ts251 // Step 6: progressive update. Each update carries the runningCOMMENT
LOWplugins/mcp/slack-channel/stream-reply.ts271 // Step 7: stream finalized cleanly. Recompute the hash on theCOMMENT
LOWplugins/mcp/slack-channel/audit-key-cli.ts162 // Step 1: refuse overwrite. The design doc is explicit — init isCOMMENT
LOWplugins/mcp/slack-channel/audit-key-cli.ts217 // Step 7: announce success + print public key.COMMENT
LOWplugins/mcp/slack-channel/audit-key-cli.ts299 // Step 1: bridge-stopped confirmation.COMMENT
LOWplugins/mcp/slack-channel/audit-key-cli.ts312 // Step 2: refuse if no current key.COMMENT
LOWplugins/mcp/slack-channel/audit-key-cli.ts347 // Step 5: generate new.COMMENT
LOWplugins/mcp/slack-channel/audit-key-cli.ts427 // Step 11: archive old.COMMENT
LOWplugins/mcp/slack-channel/audit-key-cli.ts444 // Step 12: swap in new.COMMENT
LOWplugins/mcp/slack-channel/audit-key-cli.ts465 // Step 13: announce success.COMMENT
LOW⚡plugins/mcp/pr-to-spec/examples/bash-agent.sh14# Step 1: Generate the specCOMMENT
LOW⚡plugins/mcp/pr-to-spec/examples/bash-agent.sh19# Step 2: Check exit code for high-riskCOMMENT
LOW⚡plugins/mcp/pr-to-spec/examples/bash-agent.sh25# Step 3: Extract key fieldsCOMMENT
LOWplugins/mcp/pr-to-spec/examples/bash-agent.sh39# Step 4: Auto-decide based on heuristicsCOMMENT
LOW⚡plugins/mcp/pr-to-spec/examples/bash-agent.sh53# Step 5: For medium-risk or clean PRs, use an LLM for nuanced reviewCOMMENT
LOW⚡plugins/mcp/pr-to-spec/examples/github-action-chain.yml21 # Step 1: Generate the prompt-specCOMMENT
LOW⚡plugins/mcp/pr-to-spec/examples/github-action-chain.yml31 # Step 2: Check for high-risk flagsCOMMENT
27 more matches not shown…
Docstring Block Structure26 hits · 130 pts
SeverityFileLineSnippetContext
HIGH…ls/modeling-nosql-data/scripts/generate_sample_data.py237 Load schema from JSON file. Args: filepath: Path to schema file Returns: Schema dictionarSTRING
HIGH…nalyzer/skills/analyzing-mempool/scripts/rpc_client.py107Get pending transactions from mempool. Note: Not all nodes support txpool_content. Args: lSTRING
HIGH…er/skills/analyzing-nft-rarity/scripts/trait_parser.py106Parse token attributes into normalized traits. Args: attributes: Raw attribute list from metadata STRING
HIGH…lls/monitoring-whale-activity/scripts/wallet_labels.py263Add wallet to watchlist. Args: address: Wallet address name: Display name cSTRING
HIGH…er/skills/tracking-crypto-prices/scripts/api_client.py178 Make HTTP request to CoinGecko API with error handling. Args: endpoint: API endpoint path STRING
HIGH…kills/skill-adapter/assets/webhook_handler_template.py96 Decorator to ensure idempotency of webhook requests. This example uses a simple in-memory store. For productiSTRING
HIGH…tool/skills/skill-adapter/assets/migration_template.py29 Loads data from a JSON file. Args: input_file (str): Path to the input JSON file. Returns: STRING
HIGH…tool/skills/skill-adapter/assets/migration_template.py54 Transforms the data from the old format to the new format. This is where the core migration logic should be imSTRING
HIGH…cks/cursor-pack/skills/cursor-model-selection/SKILL.md198Process an order through the payment and fulfillment pipeline. Args: order: The order to process. RetuSTRING
HIGH…ills/skill-adapter/assets/skill_adaptation_template.py19 Adapt skills from the source plugin to meet the target plugin's requirements. Args: source_plugin_skilSTRING
HIGH…ills/skill-adapter/assets/skill_adaptation_template.py85 Post-processes the output from the target plugin. Args: target_plugin_output (any): The raw output froSTRING
HIGH…gins/packages/ai-ml-engineering-pack/docs/USE_CASES.md579Generate comprehensive documentation for this code: CODE: {code} GENERATE: 1. High-level summary (1-2 sentences) 2. DeSTRING
HIGH…creating-alerting-rules/scripts/validate_thresholds.py18 Load historical metric data from a JSON file. Args: filepath: Path to JSON file containing historical STRING
HIGH…/skills/creating-alerting-rules/scripts/route_alert.py41 Load routing configuration from file or use defaults. Args: filepath: Optional path to routing configuSTRING
HIGH…ls/creating-alerting-rules/scripts/generate_runbook.py180 Load custom runbook templates from JSON file. Args: filepath: Path to JSON file with custom templates STRING
HIGH…ed/modeling-nosql-data/scripts/generate_sample_data.py237 Load schema from JSON file. Args: filepath: Path to schema file Returns: Schema dictionarSTRING
HIGH…creating-alerting-rules/scripts/validate_thresholds.py18 Load historical metric data from a JSON file. Args: filepath: Path to JSON file containing historical STRING
HIGH…curated/creating-alerting-rules/scripts/route_alert.py41 Load routing configuration from file or use defaults. Args: filepath: Optional path to routing configuSTRING
HIGH…ed/creating-alerting-rules/scripts/generate_runbook.py180 Load custom runbook templates from JSON file. Args: filepath: Path to JSON file with custom templates STRING
HIGH…ted/monitoring-whale-activity/scripts/wallet_labels.py263Add wallet to watchlist. Args: address: Wallet address name: Display name cSTRING
HIGH…/.curated/tracking-crypto-prices/scripts/api_client.py178 Make HTTP request to CoinGecko API with error handling. Args: endpoint: API endpoint path STRING
HIGHskills/.curated/analyzing-mempool/scripts/rpc_client.py107Get pending transactions from mempool. Note: Not all nodes support txpool_content. Args: lSTRING
HIGHskills/.curated/cursor-model-selection/SKILL.md198Process an order through the payment and fulfillment pipeline. Args: order: The order to process. RetuSTRING
HIGH…/.curated/analyzing-nft-rarity/scripts/trait_parser.py106Parse token attributes into normalized traits. Args: attributes: Raw attribute list from metadata STRING
HIGH…ated/skill-adapter/assets/skill_adaptation_template.py19 Adapt skills from the source plugin to meet the target plugin's requirements. Args: source_plugin_skilSTRING
HIGH…ated/skill-adapter/assets/skill_adaptation_template.py85 Post-processes the output from the target plugin. Args: target_plugin_output (any): The raw output froSTRING
Cross-Language Confusion23 hits · 128 pts
SeverityFileLineSnippetContext
HIGH⚡freshie/scripts/rebuild-inventory.py210 Parse a single YAML scalar. Handles: null, booleans, ints, floats,STRING
HIGHfreshie/scripts/dolt-sync.py87 dolt clone jeremylongshore/freshie-inventory && cd freshie-inventorySTRING
HIGH…g-database-backups/scripts/restore_script_generator.py79DB_EXISTS=$(PGPASSWORD="${{PGPASSWORD:-}}" psql -h "$DB_HOST" -p "$DB_PORT" -U "$DB_USER" -tAc "SELECT 1 FROM pg_databasCODE
HIGH⚡…g-database-backups/scripts/restore_script_generator.py306DB_EXISTS=$(mongosh "$MONGO_URI" --quiet --eval "db.getMongo().getDBNames().includes('$DB_NAME')" 2>/dev/null || echo "fCODE
HIGH…ster/skills/auditing-cors-policy/scripts/audit_cors.py191 "and data: URLs send Origin:null; an attacker can host "CODE
HIGHplugins/mcp/dolt-mcp-vcs/scripts/dolt-mcp-client.py33 dolt-detect.py --emit-descriptor && dolt-mcp-client.py \STRING
HIGH…ls/creating-alerting-rules/scripts/generate_runbook.py42 "Clear disk cache if needed: `sync && echo 3 > /proc/sys/vm/drop_caches`",CODE
HIGH…ls/creating-alerting-rules/scripts/generate_runbook.py97 "Monitor disk growth: `du -sh . && sleep 60 && du -sh .`",CODE
HIGHtests/test_dolt_sync.py815 dolt_sync.push(repo, "example", "inventory", "run-42")CODE
HIGHtests/test_dolt_sync.py841 dolt_sync.push(repo, "example", "inventory", "run-43")CODE
HIGH⚡tests/test_linear_pack_contract.py91 "git revert HEAD && npm run deploy",CODE
HIGH⚡scripts/validate-skills-schema.py4339 (r"(?i)read .+\.md", "file reading at start", '!`[ -f FILE ] && head -5 FILE || echo "not found"`'),CODE
HIGH⚡scripts/validate-skills-schema.py4343 '!`git status --short 2>/dev/null || echo "not a git repo"`',CODE
HIGH⚡scripts/validate-skills-schema.py4348 '!`command -v TOOL 2>/dev/null && TOOL --version 2>/dev/null || echo "not installed"`',CODE
HIGH⚡scripts/validate-skills-schema.py4348 '!`command -v TOOL 2>/dev/null && TOOL --version 2>/dev/null || echo "not installed"`',CODE
HIGHscripts/validate-skills-schema.py3439 warnings.append(f"[scripts] Code block {i + 1}: Consider adding error handling (set -e or || exit)")CODE
HIGHscripts/validate-skills-schema.py4168 Fallback indicators: || echo, 2>/dev/null, || true, [ -f, command -v, which , typeSTRING
HIGH⚡scripts/pr-prescreen/test_classify.py82 # Regression: validator can emit {"errors": null} on partial results.COMMENT
HIGH…ed/creating-alerting-rules/scripts/generate_runbook.py42 "Clear disk cache if needed: `sync && echo 3 > /proc/sys/vm/drop_caches`",CODE
HIGH…ed/creating-alerting-rules/scripts/generate_runbook.py97 "Monitor disk growth: `du -sh . && sleep 60 && du -sh .`",CODE
HIGH…ls/.curated/auditing-cors-policy/scripts/audit_cors.py191 "and data: URLs send Origin:null; an attacker can host "CODE
HIGH…g-database-backups/scripts/restore_script_generator.py79DB_EXISTS=$(PGPASSWORD="${{PGPASSWORD:-}}" psql -h "$DB_HOST" -p "$DB_PORT" -U "$DB_USER" -tAc "SELECT 1 FROM pg_databasCODE
HIGH⚡…g-database-backups/scripts/restore_script_generator.py306DB_EXISTS=$(mongosh "$MONGO_URI" --quiet --eval "db.getMongo().getDBNames().includes('$DB_NAME')" 2>/dev/null || echo "fCODE
Synthetic Comment Markers20 hits · 125 pts
SeverityFileLineSnippetContext
HIGH…kills/skill-adapter/assets/slack_message_template.json72 "text": "Report generated by Claude using `web_search` and `search_to_slack` plugin."CODE
HIGH…b-issues-from-web-research/assets/config_template.json24 "body": "## Summary\n{{summary}}\n\n## Source URL\n{{url}}\n\n---\nThis issue was automatically generated by Claude CODE
HIGH…ks/gamma-pack/skills/gamma-performance-tuning/SKILL.md160// "brief" text = fewer AI-generated words per card = fasterCOMMENT
HIGH…ion-test-runner/skills/running-mutation-tests/SKILL.md46 - Exclude auto-generated code, third-party wrappers, and test utilities.CODE
HIGH…e-cleanup/skills/cleanup-code/references/dimensions.md33**What:** Low-value comments generated by AI assistants — restating obvious code, adding filler.CODE
HIGH…ting-ai-ethics-and-fairness/scripts/generate_report.py140 report.append(f"*Report generated by AI Ethics Validator on {datetime.now().isoformat()}*")CODE
HIGH…ntribute-prepare/scripts/gates/d03-no-ai-pr-reviews.sh2# Catalog: D3 — Block AI-generated review comments on someone else's PRCOMMENT
HIGHplugins/productivity/prettier-markdown-hook/README.md134# Enable AI-generated commit messages (requires `claude` CLI)COMMENT
HIGH…vity/prettier-markdown-hook/scripts/format-markdown.sh4# Auto-commits with optional AI-generated messages (opt-in)COMMENT
HIGH…vity/prettier-markdown-hook/scripts/format-markdown.sh294 # Validate AI-generated messageCOMMENT
HIGH…ack/skills/audit-tests/shared-refs/security-testing.md87### AI-generated code concernsCOMMENT
HIGHplugins/productivity/ai-commit-gen/README.md25# ✨ Get 3 AI-generated options instantlyCOMMENT
HIGH000-docs/251-AA-AACR-metrics-canonicalization-aar.md226_Generated by Claude Opus 4.5 | 2025-12-26 20:30 CST_CODE
HIGH…ntribute-prepare/scripts/gates/d03-no-ai-pr-reviews.sh2# Catalog: D3 — Block AI-generated review comments on someone else's PRCOMMENT
HIGHskills/.curated/gamma-performance-tuning/SKILL.md160// "brief" text = fewer AI-generated words per card = fasterCOMMENT
HIGH…ting-ai-ethics-and-fairness/scripts/generate_report.py140 report.append(f"*Report generated by AI Ethics Validator on {datetime.now().isoformat()}*")CODE
HIGHskills/.curated/cleanup-code/references/dimensions.md33**What:** Low-value comments generated by AI assistants — restating obvious code, adding filler.CODE
HIGH…b-issues-from-web-research/assets/config_template.json24 "body": "## Summary\n{{summary}}\n\n## Source URL\n{{url}}\n\n---\nThis issue was automatically generated by Claude CODE
HIGHskills/.curated/running-mutation-tests/SKILL.md46 - Exclude auto-generated code, third-party wrappers, and test utilities.CODE
HIGH…s/.curated/audit-tests/shared-refs/security-testing.md87### AI-generated code concernsCOMMENT
Self-Referential Comments36 hits · 108 pts
SeverityFileLineSnippetContext
MEDIUM…ills/tracking-token-launches/scripts/launch_tracker.py125 # Create a mock pair for displayCOMMENT
MEDIUM…ills/simulating-flash-loans/scripts/flash_simulator.py326 # Create a minimal result for JSON outputCOMMENT
MEDIUM…ging-deployment-rollbacks/assets/rollback_template.yml2# This file defines the configuration for a deployment rollback.COMMENT
MEDIUM…ng-kubernetes-deployments/assets/service_template.yaml2# This file defines a Kubernetes Service, which exposes your application to the network.COMMENT
MEDIUM…ng-kubernetes-deployments/assets/ingress_template.yaml2# This file defines a basic Ingress resource for Kubernetes.COMMENT
MEDIUM…toring-stacks/assets/datadog_agent_config_template.yml3# This file provides a template for configuring the Datadog agent.COMMENT
MEDIUM…ting-secrets-managers/assets/vault_config_template.hcl3# This file provides a basic template for configuring Vault.COMMENT
MEDIUM…ing-deployment-pipelines/assets/pipeline_template.yaml2# This file is a template for defining deployment pipelines.COMMENT
MEDIUM…ing-deployment-pipelines/assets/pipeline_template.yaml22# Define the stages of the deployment pipelineCOMMENT
MEDIUM⚡…on-tester/tests/test_cluster5_engagement_governance.py233 # Create an existing manifest — should be excluded by defaultCOMMENT
MEDIUM…kills/skill-adapter/assets/example_api_definition.yaml224 bearerAuth: # Define a security scheme for JWT authenticationCODE
MEDIUM…ator/skills/skill-adapter/assets/openapi_template.yaml18# Define the servers where the API is hosted.COMMENT
MEDIUM…lls/skill-adapter/assets/example_dashboard_config.yaml109 layout: # Define the layout of the dashboard (example only)CODE
MEDIUM…/skills/skill-adapter/assets/mock_server_template.yaml5# This file defines the API endpoints, request parameters, and response schemas.COMMENT
MEDIUM…erver/skills/skill-adapter/assets/openapi_example.yaml2# This file defines an example OpenAPI specification for the API Mock Server plugin.COMMENT
MEDIUM…tool/skills/skill-adapter/assets/migration_template.py135 # Create a dummy input fileCOMMENT
MEDIUMplugins/ai-agency/hyperflow/scripts/queue-commit.sh59 # Create the staging branch from user's current HEAD if it doesn't exist.COMMENT
MEDIUM…ting-visual-regression/assets/example_percy_config.yml2# This file defines the settings for running visual regression tests using Percy.COMMENT
MEDIUM…s/validating-api-contracts/assets/openapi_example.yaml2# This file defines the structure of an example API for testing purposes.COMMENT
MEDIUM…achine-learning/assets/feature_engineering_template.py15# Import necessary libraries and load the dataset.COMMENT
MEDIUM…security-code-review/assets/example_code_vulnerable.py165 # Create a dummy file for the path traversal example.COMMENT
MEDIUM…security-code-review/assets/example_code_vulnerable.py181 # Create a malicious object and serialize it.COMMENT
MEDIUM…ting-secrets-managers/assets/vault_config_template.hcl3# This file provides a basic template for configuring Vault.COMMENT
MEDIUM…ting-visual-regression/assets/example_percy_config.yml2# This file defines the settings for running visual regression tests using Percy.COMMENT
MEDIUM…ated/simulating-flash-loans/scripts/flash_simulator.py326 # Create a minimal result for JSON outputCOMMENT
MEDIUM…ated/tracking-token-launches/scripts/launch_tracker.py125 # Create a mock pair for displayCOMMENT
MEDIUM…ng-kubernetes-deployments/assets/service_template.yaml2# This file defines a Kubernetes Service, which exposes your application to the network.COMMENT
MEDIUM…ng-kubernetes-deployments/assets/ingress_template.yaml2# This file defines a basic Ingress resource for Kubernetes.COMMENT
MEDIUM…ging-deployment-rollbacks/assets/rollback_template.yml2# This file defines the configuration for a deployment rollback.COMMENT
MEDIUM…security-code-review/assets/example_code_vulnerable.py165 # Create a dummy file for the path traversal example.COMMENT
MEDIUM…security-code-review/assets/example_code_vulnerable.py181 # Create a malicious object and serialize it.COMMENT
MEDIUM…ing-deployment-pipelines/assets/pipeline_template.yaml2# This file is a template for defining deployment pipelines.COMMENT
MEDIUM…ing-deployment-pipelines/assets/pipeline_template.yaml22# Define the stages of the deployment pipelineCOMMENT
MEDIUM…achine-learning/assets/feature_engineering_template.py15# Import necessary libraries and load the dataset.COMMENT
MEDIUM…toring-stacks/assets/datadog_agent_config_template.yml3# This file provides a template for configuring the Datadog agent.COMMENT
MEDIUM…d/validating-api-contracts/assets/openapi_example.yaml2# This file defines the structure of an example API for testing purposes.COMMENT
Example Usage Blocks59 hits · 92 pts
SeverityFileLineSnippetContext
LOW…lls/managing-database-recovery/scripts/pitr_restore.sh9# Usage:COMMENT
LOW…/managing-database-recovery/scripts/validate_backup.sh9# Usage:COMMENT
LOW…ls/managing-database-recovery/scripts/test_recovery.sh10# Usage:COMMENT
LOW…/skills/managing-database-recovery/scripts/failover.sh11# Usage:COMMENT
LOW…crypto/aomi/skills/transact/templates/aomi-workflow.sh6# Usage:COMMENT
LOW…ating-docker-compose-files/scripts/validate_compose.sh8# Usage:COMMENT
LOW…ting-docker-compose-files/scripts/generate_env_file.py9# Usage:COMMENT
LOW…ills/generating-docker-compose-files/scripts/deploy.sh8# Usage:COMMENT
LOW…ng-kubernetes-deployments/scripts/validate_manifest.sh8# Usage:COMMENT
LOW…ating-kubernetes-deployments/scripts/apply_manifest.sh8# Usage:COMMENT
LOW…-kubernetes-deployments/scripts/get_resource_status.sh8# Usage:COMMENT
LOW…ting-kubernetes-deployments/scripts/delete_manifest.sh8# Usage:COMMENT
LOW…ng-dependencies/scripts/vulnerability_report_parser.py15# Usage:COMMENT
LOW…lls/analyzing-dependencies/scripts/dependency_check.sh15# Usage:COMMENT
LOW…ing-dependencies/scripts/license_compliance_checker.py11# Usage:COMMENT
LOW…rming-penetration-testing/scripts/setup_pentest_env.sh5# Usage:COMMENT
LOW…tool/skills/skill-adapter/assets/migration_template.py134 # Example usage:COMMENT
LOWplugins/ai-agency/hyperflow/scripts/flush-commits.sh25# Usage:COMMENT
LOWplugins/ai-agency/hyperflow/scripts/queue-commit.sh11# Usage:COMMENT
LOWplugins/mcp/dolt-mcp-vcs/scripts/dolt-idle-reaper.sh14# Usage:COMMENT
LOW⚡plugins/mcp/pr-to-spec/examples/bash-agent.sh4# Usage:COMMENT
LOW…ricks-streaming-guardian/scripts/pre-optimize-check.sh12# Usage:COMMENT
LOW…naging-test-environments/assets/example_test_script.py88 # Example usage:COMMENT
LOW⚡…ing-security-code-review/assets/example_code_secure.py189 # Example usageCOMMENT
LOW…er/skills/contribute-prepare/scripts/lint-candidate.sh18# Usage:COMMENT
LOW…lanker/skills/contribute-prepare/scripts/transition.sh7# Usage:COMMENT
LOW…/skills/contribute-prepare/scripts/researcher-build.sh4# Usage:COMMENT
LOW…r/skills/contribute-prepare/scripts/audit-overrides.sh18# Usage:COMMENT
LOW⚡…bs-pack/skills/audit-tests/shared-refs/harness-hash.sh8# Usage:COMMENT
LOW…ent-labs-pack/skills/audit-tests/scripts/arch-check.sh13# Usage:COMMENT
LOW…t-labs-pack/skills/audit-tests/scripts/gherkin-lint.sh11# Usage:COMMENT
LOW…nt-labs-pack/skills/audit-tests/scripts/escape-scan.sh17# Usage:COMMENT
LOWscripts/run-jrig-eval.sh18# Usage:COMMENT
LOW…/.curated/contribute-prepare/scripts/lint-candidate.sh18# Usage:COMMENT
LOW…ills/.curated/contribute-prepare/scripts/transition.sh7# Usage:COMMENT
LOW…curated/contribute-prepare/scripts/researcher-build.sh4# Usage:COMMENT
LOW….curated/contribute-prepare/scripts/audit-overrides.sh18# Usage:COMMENT
LOW…naging-test-environments/assets/example_test_script.py88 # Example usage:COMMENT
LOW…ted/managing-database-recovery/scripts/pitr_restore.sh9# Usage:COMMENT
LOW…/managing-database-recovery/scripts/validate_backup.sh9# Usage:COMMENT
LOW…ed/managing-database-recovery/scripts/test_recovery.sh10# Usage:COMMENT
LOW…curated/managing-database-recovery/scripts/failover.sh11# Usage:COMMENT
LOW…ricks-streaming-guardian/scripts/pre-optimize-check.sh12# Usage:COMMENT
LOW…ng-dependencies/scripts/vulnerability_report_parser.py15# Usage:COMMENT
LOW…ted/analyzing-dependencies/scripts/dependency_check.sh15# Usage:COMMENT
LOW…ing-dependencies/scripts/license_compliance_checker.py11# Usage:COMMENT
LOW…rming-penetration-testing/scripts/setup_pentest_env.sh5# Usage:COMMENT
LOW…ng-kubernetes-deployments/scripts/validate_manifest.sh8# Usage:COMMENT
LOW…ating-kubernetes-deployments/scripts/apply_manifest.sh8# Usage:COMMENT
LOW…-kubernetes-deployments/scripts/get_resource_status.sh8# Usage:COMMENT
LOW…ting-kubernetes-deployments/scripts/delete_manifest.sh8# Usage:COMMENT
LOW…ating-docker-compose-files/scripts/validate_compose.sh8# Usage:COMMENT
LOW…ting-docker-compose-files/scripts/generate_env_file.py9# Usage:COMMENT
LOW…ated/generating-docker-compose-files/scripts/deploy.sh8# Usage:COMMENT
LOW⚡…ing-security-code-review/assets/example_code_secure.py189 # Example usageCOMMENT
LOW⚡skills/.curated/audit-tests/shared-refs/harness-hash.sh8# Usage:COMMENT
LOWskills/.curated/audit-tests/scripts/arch-check.sh13# Usage:COMMENT
LOWskills/.curated/audit-tests/scripts/gherkin-lint.sh11# Usage:COMMENT
LOWskills/.curated/audit-tests/scripts/escape-scan.sh17# Usage:COMMENT
AI Structural Patterns62 hits · 43 pts
SeverityFileLineSnippetContext
LOWfreshie/scripts/doltlite-sync.py1008CODE
LOW…lls/backtesting-trading-strategies/scripts/backtest.py249CODE
LOW…ake-pack/shared/evidence/collect_snowflake_evidence.py1709CODE
LOW…ake-pack/shared/evidence/collect_snowflake_evidence.py1901CODE
LOW…ake-pack/shared/evidence/collect_snowflake_evidence.py2183CODE
LOW…-migration-pilot/scripts/collect_snowflake_evidence.py1709CODE
LOW…-migration-pilot/scripts/collect_snowflake_evidence.py1901CODE
LOW…-migration-pilot/scripts/collect_snowflake_evidence.py2183CODE
LOW…coverage-auditor/scripts/collect_snowflake_evidence.py1709CODE
LOW…coverage-auditor/scripts/collect_snowflake_evidence.py1901CODE
LOW…coverage-auditor/scripts/collect_snowflake_evidence.py2183CODE
LOW…quality-sentinel/scripts/collect_snowflake_evidence.py1709CODE
LOW…quality-sentinel/scripts/collect_snowflake_evidence.py1901CODE
LOW…quality-sentinel/scripts/collect_snowflake_evidence.py2183CODE
LOW…cost-leak-hunter/scripts/collect_snowflake_evidence.py1709CODE
LOW…cost-leak-hunter/scripts/collect_snowflake_evidence.py1901CODE
LOW…cost-leak-hunter/scripts/collect_snowflake_evidence.py2183CODE
LOW…-readiness-drill/scripts/collect_snowflake_evidence.py1709CODE
LOW…-readiness-drill/scripts/collect_snowflake_evidence.py1901CODE
LOW…-readiness-drill/scripts/collect_snowflake_evidence.py2183CODE
LOW…-query-forensics/scripts/collect_snowflake_evidence.py1709CODE
LOW…-query-forensics/scripts/collect_snowflake_evidence.py1901CODE
LOW…-query-forensics/scripts/collect_snowflake_evidence.py2183CODE
LOW…-release-sheriff/scripts/collect_snowflake_evidence.py1709CODE
LOW…-release-sheriff/scripts/collect_snowflake_evidence.py1901CODE
LOW…-release-sheriff/scripts/collect_snowflake_evidence.py2183CODE
LOW…ipeline-guardian/scripts/collect_snowflake_evidence.py1709CODE
LOW…ipeline-guardian/scripts/collect_snowflake_evidence.py1901CODE
LOW…ipeline-guardian/scripts/collect_snowflake_evidence.py2183CODE
LOW…-access-guardian/scripts/collect_snowflake_evidence.py1709CODE
LOW…-access-guardian/scripts/collect_snowflake_evidence.py1901CODE
LOW…-access-guardian/scripts/collect_snowflake_evidence.py2183CODE
LOW…ting-time-series-data/assets/visualization_template.py29CODE
LOW…-migration-pilot/scripts/collect_snowflake_evidence.py1709CODE
LOW…-migration-pilot/scripts/collect_snowflake_evidence.py1901CODE
LOW…-migration-pilot/scripts/collect_snowflake_evidence.py2183CODE
LOW…coverage-auditor/scripts/collect_snowflake_evidence.py1709CODE
LOW…coverage-auditor/scripts/collect_snowflake_evidence.py1901CODE
LOW…coverage-auditor/scripts/collect_snowflake_evidence.py2183CODE
LOW…quality-sentinel/scripts/collect_snowflake_evidence.py1709CODE
LOW…quality-sentinel/scripts/collect_snowflake_evidence.py1901CODE
LOW…quality-sentinel/scripts/collect_snowflake_evidence.py2183CODE
LOW…cost-leak-hunter/scripts/collect_snowflake_evidence.py1709CODE
LOW…cost-leak-hunter/scripts/collect_snowflake_evidence.py1901CODE
LOW…cost-leak-hunter/scripts/collect_snowflake_evidence.py2183CODE
LOW…ted/backtesting-trading-strategies/scripts/backtest.py249CODE
LOW…-readiness-drill/scripts/collect_snowflake_evidence.py1709CODE
LOW…-readiness-drill/scripts/collect_snowflake_evidence.py1901CODE
LOW…-readiness-drill/scripts/collect_snowflake_evidence.py2183CODE
LOW…-query-forensics/scripts/collect_snowflake_evidence.py1709CODE
LOW…-query-forensics/scripts/collect_snowflake_evidence.py1901CODE
LOW…-query-forensics/scripts/collect_snowflake_evidence.py2183CODE
LOW…-release-sheriff/scripts/collect_snowflake_evidence.py1709CODE
LOW…-release-sheriff/scripts/collect_snowflake_evidence.py1901CODE
LOW…-release-sheriff/scripts/collect_snowflake_evidence.py2183CODE
LOW…ipeline-guardian/scripts/collect_snowflake_evidence.py1709CODE
LOW…ipeline-guardian/scripts/collect_snowflake_evidence.py1901CODE
LOW…ipeline-guardian/scripts/collect_snowflake_evidence.py2183CODE
LOW…ting-time-series-data/assets/visualization_template.py29CODE
LOW…-access-guardian/scripts/collect_snowflake_evidence.py1709CODE
2 more matches not shown…
Slop Phrases10 hits · 24 pts
SeverityFileLineSnippetContext
MEDIUM…kills/skill-adapter/assets/example_api_definition.yaml8 description: This is a sample API definition for demonstration purposes.CODE
MEDIUM…erver/skills/skill-adapter/assets/openapi_example.yaml9 description: A simple example API for demonstration purposes.CODE
MEDIUM…lls/automating-api-testing/assets/example_openapi.yaml7 description: A sample API for demonstration purposes.CODE
MEDIUM…achine-learning-models/assets/visualization_styles.css8 Feel free to customize these styles to match your application's design.CODE
MEDIUM⚡…security-code-review/assets/example_code_vulnerable.py36 print(f"Generated query: {query}") # For demonstration purposes onlyCODE
MEDIUM⚡…security-code-review/assets/example_code_vulnerable.py56 print(f"Generated HTML: {output}") # For demonstration purposes onlyCODE
MEDIUM…achine-learning-models/assets/visualization_styles.css8 Feel free to customize these styles to match your application's design.CODE
MEDIUM⚡…security-code-review/assets/example_code_vulnerable.py36 print(f"Generated query: {query}") # For demonstration purposes onlyCODE
MEDIUM⚡…security-code-review/assets/example_code_vulnerable.py56 print(f"Generated HTML: {output}") # For demonstration purposes onlyCODE
MEDIUM…ted/automating-api-testing/assets/example_openapi.yaml7 description: A sample API for demonstration purposes.CODE
Hallucination Indicators2 hits · 20 pts
SeverityFileLineSnippetContext
CRITICAL…i-integration/references/integration-test-structure.md25 const scopes = response.data.app.installation.accessScopes.map(CODE
CRITICAL…i-integration/references/integration-test-structure.md25 const scopes = response.data.app.installation.accessScopes.map(CODE
Modern Structural Boilerplate13 hits · 14 pts
SeverityFileLineSnippetContext
LOW⚡…skills/aggregating-crypto-news/scripts/feed_fetcher.py158 def _set_cached(self, url: str, content: str) -> None:CODE
LOW…skills/tracking-crypto-prices/scripts/cache_manager.py192 def set_spot_price(self, symbol: str, currency: str, data: dict) -> None:CODE
LOW…skills/tracking-crypto-prices/scripts/cache_manager.py233 def set_historical(self, cache_key: str, data: List[dict]) -> None:CODE
LOW…kills/podium-webchat-handler/scripts/webchat_ingest.py196 async def set_opted_out(self, phone_e164: str, source_channel: str) -> None:CODE
LOWplugins/ai-ml/jeremy-adk-orchestrator/agent/__init__.py10__all__ = ["get_agent", "create_runner", "root_agent"]CODE
LOWplugins/community/hermes-tweet/hermes_tweet/tools.py146__all__ = [CODE
LOWplugins/community/hermes-tweet/hermes_tweet/__init__.py19logger = logging.getLogger(__name__)CODE
LOWplugins/community/hermes-tweet/hermes_tweet/__init__.py81__all__ = ["register"]CODE
LOWscripts/pr-classifier/__init__.py16__all__ = ["RULE_DESCRIPTIONS", "classify_files"]CODE
LOW⚡…urated/aggregating-crypto-news/scripts/feed_fetcher.py158 def _set_cached(self, url: str, content: str) -> None:CODE
LOW…urated/tracking-crypto-prices/scripts/cache_manager.py192 def set_spot_price(self, symbol: str, currency: str, data: dict) -> None:CODE
LOW…urated/tracking-crypto-prices/scripts/cache_manager.py233 def set_historical(self, cache_key: str, data: List[dict]) -> None:CODE
LOW…rated/podium-webchat-handler/scripts/webchat_ingest.py196 async def set_opted_out(self, phone_e164: str, source_channel: str) -> None:CODE
TODO Padding3 hits · 4 pts
SeverityFileLineSnippetContext
LOW…lls/cursor-tab-completion/references/best-practices.md9# TODO: implement binary search on sorted arrayCOMMENT
LOW…-cleanup-plugin-ships-while-portfolio-cleans-itself.md40**AI slop removal is second because it touches comments, not logic.** Lines like `// TODO: implement this later` from thCODE
LOW…ted/cursor-tab-completion/references/best-practices.md9# TODO: implement binary search on sorted arrayCOMMENT
Overly Generic Function Names2 hits · 2 pts
SeverityFileLineSnippetContext
LOW…/skill-adapter/assets/templates/django_api_template.py54 def process_data(self, data):CODE
LOWplugins/mcp/pr-to-spec/tests/semantic-diff.test.ts35 file("app/views.py", "+def handle_request(request):\n+ pass"),CODE