4.6

Adjusted Signal

4.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

2.6K

Stars

Haskell

Language

414.0K

Lines of Code

2.6K

Files

998

Pattern Hits

2026-10-31

Scan Date

0.08

HC Hit Rate

Risk Review · Payload v1

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

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

Cognitive Ownership Risk 3.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 305 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.0/100 · LOW

Are imports declared and package/API names verified? 110 finding(s).

Agent Over-Engineering Ratio 14.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 636 finding(s).

PR Review Velocity Impact 24.8/100 · LOW

Which changes need focused human review? 998 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 212MEDIUM 143LOW 641

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 998 distinct pattern matches across 20 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.

Empty Error Handlers167 hits · 670 pts

Severity	File	Line	Snippet	Context
HIGH	buildtime-analysis/analyze_build_log.py	517	except OSError:	CODE
HIGH	Backend/dev/mock-servers/server.py	1155	except Exception:	CODE
HIGH	Backend/dev/mock-servers/server.py	1170	except Exception:	CODE
HIGH	Backend/dev/mock-servers/server.py	89	except queue.Full:	CODE
HIGH	Backend/dev/mock-servers/server.py	290	except (json.JSONDecodeError, ValueError):	CODE
HIGH	Backend/dev/mock-servers/server.py	769	except subprocess.TimeoutExpired:	CODE
HIGH	Backend/dev/mock-servers/server.py	351	except ValueError:	CODE
HIGH	Backend/dev/mock-servers/server.py	909	except (subprocess.TimeoutExpired, OSError):	CODE
HIGH	Backend/dev/mock-servers/server.py	937	except (subprocess.TimeoutExpired, OSError):	CODE
HIGH	Backend/dev/mock-servers/server.py	1079	except (subprocess.TimeoutExpired, OSError):	CODE
HIGH	Backend/dev/mock-servers/status_store.py	105	except Exception:	CODE
HIGH	Backend/dev/mock-servers/services/cmrl.py	47	except json.JSONDecodeError:	CODE
HIGH	Backend/dev/mock-servers/services/cris.py	103	except (json.JSONDecodeError, ValueError, TypeError):	CODE
HIGH	Backend/dev/mock-servers/services/ondc.py	81	except (json.JSONDecodeError, UnicodeDecodeError):	CODE
HIGH	Backend/dev/mock-servers/services/ondc.py	319	except (TypeError, ValueError):	CODE
HIGH	Backend/dev/mock-servers/services/ondc.py	379	except (TypeError, ValueError):	CODE
HIGH	Backend/dev/mock-servers/services/ondc.py	461	except (TypeError, ValueError):	CODE
HIGH	Backend/dev/mock-servers/services/gridline.py	191	except (json.JSONDecodeError, ValueError):	CODE
HIGH	Backend/dev/mock-servers/services/gridline.py	211	except (json.JSONDecodeError, ValueError):	CODE
HIGH	Backend/dev/mock-servers/services/gridline.py	229	except (json.JSONDecodeError, ValueError):	CODE
HIGH	Backend/dev/mock-servers/services/idfy.py	94	except Exception:	CODE
HIGH	Backend/dev/mock-servers/services/stripe.py	69	except (json.JSONDecodeError, ValueError):	CODE
HIGH	Backend/dev/mock-servers/services/juspay.py	549	except Exception:	CODE
HIGH	Backend/dev/mock-servers/services/juspay.py	82	except (json.JSONDecodeError, AttributeError):	CODE
HIGH	Backend/dev/test-tool/local-api/log_sources.py	153	except OSError:	CODE
HIGH	Backend/dev/test-tool/local-api/log_sources.py	76	except ValueError:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	1836	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	2122	except OSError:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	2679	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	2719	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	2845	except Exception: # noqa: BLE001	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	2849	except OSError:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	338	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	456	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	485	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	737	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	750	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	781	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	794	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	879	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	1143	except OSError:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	1846	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	1897	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	2803	except Exception: pass	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	2813	except Exception: # noqa: BLE001 — a full/closed subscriber queue is not fatal	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	2913	except BrokenPipeError:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	2929	except BrokenPipeError:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	4066	except (BrokenPipeError, ConnectionResetError):	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	4143	except (BrokenPipeError, ConnectionResetError):	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	4182	except (BrokenPipeError, ConnectionResetError):	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	4367	except (BrokenPipeError, ConnectionResetError):	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	4393	except (BrokenPipeError, ConnectionResetError):	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	679	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	708	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	748	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	792	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	870	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	875	except Exception:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	1830	except _queue.Full:	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	1872	except _queue.Full:	CODE
107 more matches not shown…

Decorative Section Separators118 hits · 372 pts

Severity	File	Line	Snippet	Context
MEDIUM	…fer-driver-app/Main/spec/API/DriverIncentiveCoins.yaml	13	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	…fer-driver-app/Main/spec/API/DriverIncentiveCoins.yaml	41	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…ProviderPlatform/Management/API/FinanceManagement.yaml	644	# ── Core identity ────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…ProviderPlatform/Management/API/FinanceManagement.yaml	650	# ── Amounts / verdict ───────────────────────────────────────────	COMMENT
MEDIUM⚡	…ProviderPlatform/Management/API/FinanceManagement.yaml	658	# ── Timestamps ──────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…ProviderPlatform/Management/API/FinanceManagement.yaml	662	# ── Settlement context ──────────────────────────────────────────	COMMENT
MEDIUM⚡	…ProviderPlatform/Management/API/FinanceManagement.yaml	670	# ── Meta-derived subscription context ───────────────────────────	COMMENT
MEDIUM⚡	…ProviderPlatform/Management/API/FinanceManagement.yaml	683	# ── B1: stable identity + upsert bookkeeping ────────────────────	COMMENT
MEDIUM⚡	…ProviderPlatform/Management/API/FinanceManagement.yaml	687	# ── B2: sweep-visible state ─────────────────────────────────────	COMMENT
MEDIUM⚡	…ProviderPlatform/Management/API/FinanceManagement.yaml	691	# ── GroupByTargetKey / matchKey ─────────────────────────────────	COMMENT
MEDIUM	…ance-kernel/spec/Storage/PgPayoutSettlementReport.yaml	21	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…ance-kernel/spec/Storage/PgPayoutSettlementReport.yaml	23	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…ance-kernel/spec/Storage/PgPayoutSettlementReport.yaml	42	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…ance-kernel/spec/Storage/PgPayoutSettlementReport.yaml	44	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…ance-kernel/spec/Storage/PgPayoutSettlementReport.yaml	104	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…ance-kernel/spec/Storage/PgPayoutSettlementReport.yaml	106	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…ance-kernel/spec/Storage/PgPayoutSettlementReport.yaml	111	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…ance-kernel/spec/Storage/PgPayoutSettlementReport.yaml	113	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…ance-kernel/spec/Storage/PgPayoutSettlementReport.yaml	122	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…ance-kernel/spec/Storage/PgPayoutSettlementReport.yaml	124	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…ance-kernel/spec/Storage/PgPayoutSettlementReport.yaml	130	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…ance-kernel/spec/Storage/PgPayoutSettlementReport.yaml	132	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	22	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	24	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	56	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	59	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	147	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	149	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	151	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	153	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	159	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	161	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	170	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	172	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	181	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…nce-kernel/spec/Storage/PgPaymentSettlementReport.yaml	183	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	Backend/dev/dsl-capability-baseline.txt	895	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	Backend/dev/dsl-capability-baseline.txt	908	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	Backend/dev/mock-servers/services/juspay.py	299	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	Backend/dev/mock-servers/services/juspay.py	307	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	Backend/dev/test-tool/dashboard/src/config.ts	86	// ── Runtime port discovery ───────────────────────────────────────────────────	COMMENT
MEDIUM	…/dev/test-tool/dashboard/src/components/ToolsPanel.tsx	85	// ── Detail view ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/dev/test-tool/dashboard/src/components/ToolsPanel.tsx	296	// ── Sub-components ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…est-tool/dashboard/src/components/CollectionRunner.tsx	196	// ── JSON Viewer Modal ──────────────────────────────────────────────	COMMENT
MEDIUM	…v/test-tool/dashboard/src/components/FinanceViewer.tsx	21	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…v/test-tool/dashboard/src/components/FinanceViewer.tsx	26	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…v/test-tool/dashboard/src/components/FinanceViewer.tsx	599	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…v/test-tool/dashboard/src/components/FinanceViewer.tsx	604	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	Backend/dev/test-tool/dashboard/src/services/context.ts	300	// ── ${VAR:default} resolution for Postman env files & collections ──────────	COMMENT
MEDIUM⚡	Backend/dev/test-tool/local-api/server.py	41	# ── Load-test execution engine ───────────────────────────────────────────────	COMMENT
MEDIUM⚡	Backend/dev/test-tool/local-api/server.py	3920	# ── Generic spec-driven launcher routes ─────────────────────────	COMMENT
MEDIUM⚡	Backend/dev/test-tool/local-api/server.py	3924	# ── Load Test ─────────────────────────────────────────────────────	COMMENT
MEDIUM	Backend/dev/test-tool/local-api/server.py	1004	# ── Which address of a machine can we actually reach? ─────────────────────────	COMMENT
MEDIUM	Backend/dev/test-tool/local-api/server.py	1057	# ── Devbox auto-assignment ────────────────────────────────────────────────────	COMMENT
MEDIUM	Backend/dev/test-tool/local-api/server.py	1629	# ── Control centre on the dev-box ─────────────────────────────────────────────	COMMENT
MEDIUM	Backend/dev/test-tool/local-api/server.py	1905	# ── Service log viewer ────────────────────────────────────────────────────────	COMMENT
MEDIUM	Backend/dev/test-tool/local-api/server.py	2018	# ── Start pre-flight: workspace fingerprint + git-history check ───────────────	COMMENT
MEDIUM	Backend/dev/test-tool/local-api/server.py	2194	# ── Deploy: one exclusive lock, two callers ──────────────────────────────────	COMMENT
MEDIUM	Backend/dev/test-tool/local-api/server.py	4185	# ── Spec-driven launcher endpoints (additive) ────────────────────────────	COMMENT
MEDIUM	Backend/dev/test-tool/local-api/stage_runner.py	109	# ── In-memory launcher state ────────────────────────────────────────────────	COMMENT
58 more matches not shown…

Cross-Language Confusion39 hits · 231 pts

Severity	File	Line	Snippet	Context
HIGH	Backend/dev/mock-servers/services/whatsapp.py	5	"data": null }	STRING
HIGH	Backend/dev/mock-servers/services/idfy.py	9	— all five return `{request_id, _a: null}` immediately. The Haskell mock	STRING
HIGH	Backend/dev/mock-servers/services/idfy.py	281	# a `result` with the desired is_a_match (true / false / null). Re-wrap it in a valid	COMMENT
HIGH⚡	Backend/dev/mock-servers/services/juspay.py	304	# fields, Nothing → null; aeson default options do NOT omit nulls)	COMMENT
HIGH	Backend/dev/mock-servers/services/juspay.py	379	re-encoding emits all 8 keys, missing → null)."""	STRING
HIGH⚡	Backend/dev/test-tool/local-api/server.py	3913	# POST /api/browse-folder body: {initial?: str} → {path: str\|null}	COMMENT
HIGH⚡	Backend/dev/test-tool/local-api/server.py	1973	cmd = (f"tail -c {_LOG_FULL_CAP} {path} 2>/dev/null \|\| true" if full	CODE
HIGH⚡	Backend/dev/test-tool/local-api/server.py	1974	else f"tail -n {lines} {path} 2>/dev/null \|\| true")	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	4250	# POST /api/launcher/{slug}/source {ref?: str, localPath?: str\|null}	COMMENT
HIGH	Backend/dev/test-tool/local-api/server.py	949	"cd Backend && nix develop .#backend -c , run-mobility-stack-dev-on-available-ports"	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	952	"cd Backend && nix develop .#backend -c , run-mobility-stack-dev"	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	1338	"mkdir -p ~/.ssh && chmod 700 ~/.ssh && "	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	1926	cmd = f"ls -1 {shlex.quote(remote_dir)}/*.log 2>/dev/null \| xargs -n1 basename 2>/dev/null \|\| true"	CODE
HIGH	Backend/dev/test-tool/local-api/server.py	2538	" find data/ -maxdepth 1 -type f -delete 2>/dev/null \|\| true;"	CODE
HIGH⚡	Backend/dev/devbox_core/cc.py	105	if grep -q CC_BASE vite.config.ts 2>/dev/null; then	STRING
HIGH⚡	Backend/dev/devbox_core/cc.py	109	{REGISTRY} {d} 2>/dev/null \|\| true)	STRING
HIGH⚡	Backend/dev/devbox_core/cc.py	115	'npm install --no-audit --no-fund && exec npm run dev -- --host 0.0.0.0 --port "$CC_PORT" --strictPort' \\	STRING
HIGH⚡	Backend/dev/devbox_core/cc.py	158	PID=$(python3 -c 'import json,sys; print(json.load(open(sys.argv[1]))["pid"])' "$S" 2>/dev/null \|\| true)	STRING
HIGH⚡	Backend/dev/devbox_core/cc.py	160	kill -TERM -- "-$PID" 2>/dev/null \|\| kill -TERM "$PID" 2>/dev/null \|\| true	STRING
HIGH⚡	Backend/dev/devbox_core/cc.py	161	for i in 1 2 3 4 5 6 7 8 9 10; do kill -0 -- "-$PID" 2>/dev/null \|\| break; sleep 0.5; done	STRING
HIGH⚡	Backend/dev/devbox_core/cc.py	162	kill -KILL -- "-$PID" 2>/dev/null \|\| true	STRING
HIGH⚡	Backend/dev/devbox_core/deploy.py	157	f"rm -rf .git && git init -q && {git_ignore_cmd} && git add -A && "	CODE
HIGH⚡	Backend/dev/devbox_core/deploy.py	160	f"git commit -q -m deploy --allow-empty 2>/dev/null \|\| true; "	CODE
HIGH⚡	Backend/dev/devbox_core/deploy.py	161	f"mkdir -p Backend && printf '%s' {shlex.quote(commit)} "	CODE
HIGH	Backend/dev/devbox_core/flow.py	200	left = ssh.run(t, f"test -e {shlex.quote(folder)} && echo yes \|\| echo no").stdout.strip()	CODE
HIGH	Backend/dev/devbox_core/stack.py	33	STACK_COMMAND = ("cd Backend && nix develop .#backend -c "	CODE
HIGH	Backend/dev/devbox_core/stack.py	58	return (f"pid=$(jq -r '.pid // empty' {STATE} 2>/dev/null \|\| true); "	CODE
HIGH	Backend/dev/devbox_core/stack.py	59	'alive=no; [ -n "$pid" ] && kill -0 "$pid" 2>/dev/null && alive=yes; ')	CODE
HIGH⚡	Backend/dev/devbox_core/stack.py	93	f"grep -aqF {shlex.quote(marker)} {LOG} 2>/dev/null && stage={name}; "	CODE
HIGH⚡	Backend/dev/devbox_core/stack.py	95	script = (f"cd {shlex.quote(wdir)} 2>/dev/null \|\| {{ echo '{{\"alive\": false, \"pid\": null, "	CODE
HIGH⚡	Backend/dev/devbox_core/stack.py	98	f"bf=false; grep -aqF {shlex.quote(BUILD_FAILED)} {LOG} 2>/dev/null && bf=true; "	CODE
HIGH⚡	Backend/dev/devbox_core/stack.py	99	'echo "{\\"alive\\": $([ $alive = yes ] && echo true \|\| echo false), '	CODE
HIGH⚡	Backend/dev/devbox_core/stack.py	100	'\\"pid\\": ${pid:-null}, \\"stage\\": \\"$stage\\", \\"buildFailed\\": $bf}"')	CODE
HIGH⚡	Backend/dev/devbox_core/stack.py	206	inside() {{ for c in /proc/[0-9]*; do w=$(readlink "$c/cwd" 2>/dev/null) \|\| continue	CODE
HIGH⚡	Backend/dev/devbox_core/stack.py	209	if [ "$alive" = yes ]; then was=true; kill -TERM -- "-$pid" 2>/dev/null \|\| true; fi	CODE
HIGH⚡	Backend/dev/devbox_core/stack.py	211	[ -z "$(inside)" ] && ! {{ [ -n "$pid" ] && kill -0 "$pid" 2>/dev/null; }} && break	CODE
HIGH⚡	Backend/dev/devbox_core/stack.py	214	n=0; for p in $(inside); do kill -KILL "$p" 2>/dev/null && n=$((n+1)); done	CODE
HIGH	Backend/dev/devbox_core/workspace.py	27	_SAME_OWNER = ('def same_owner($e; $o): (($e.owner // null) as $c \| '	CODE
HIGH	Backend/dev/devbox_core/workspace.py	79	script = f"cat {REGISTRY_FILE} 2>/dev/null \|\| echo '{{\"users\": {{}}}}'"	CODE

Excessive Try-Catch Wrapping296 hits · 217 pts

Severity	File	Line	Snippet	Context
LOW	buildtime-analysis/analyze_build_log.py	537	except Exception as e:	CODE
LOW	buildtime-analysis/visualize_builds.py	542	except Exception as e:	STRING
MEDIUM	buildtime-analysis/visualize_builds.py	512	def main():	CODE
LOW	Backend/load-test/setup/auth.py	41	except Exception as error:	CODE
MEDIUM	Backend/load-test/setup/auth.py	42	print(f"Error while fetching API: {error}")	CODE
LOW	Backend/load-test/setup/locationUpdateService.py	66	except Exception as e:	CODE
LOW	Backend/load-test/setup/locationUpdateService.py	73	except Exception as e:	CODE
LOW	Backend/scripts/bulk_update_vehicle_rating.py	411	except Exception as e: # defensive: a worker bug must not kill the run	CODE
LOW	Backend/dev/mock-servers/server.py	205	except Exception:	CODE
LOW	Backend/dev/mock-servers/server.py	579	except Exception:	CODE
LOW	Backend/dev/mock-servers/server.py	1043	except Exception:	CODE
LOW	Backend/dev/mock-servers/server.py	1155	except Exception:	CODE
LOW	Backend/dev/mock-servers/server.py	1170	except Exception:	CODE
LOW	Backend/dev/mock-servers/status_store.py	105	except Exception:	CODE
LOW	Backend/dev/mock-servers/services/ondc.py	228	except Exception as e:	CODE
LOW	Backend/dev/mock-servers/services/google.py	37	except Exception:	CODE
LOW	Backend/dev/mock-servers/services/sandbox_proxy.py	64	except Exception as e:	CODE
LOW	Backend/dev/mock-servers/services/gridline.py	65	except Exception as e:	CODE
LOW	Backend/dev/mock-servers/services/gridline.py	109	except Exception as e:	CODE
LOW	Backend/dev/mock-servers/services/gridline.py	160	except Exception as e:	CODE
LOW	Backend/dev/mock-servers/services/idfy.py	94	except Exception:	CODE
LOW	Backend/dev/mock-servers/services/juspay.py	549	except Exception:	CODE
LOW	Backend/dev/mock-servers/services/juspay.py	641	except Exception as e:	CODE
LOW	Backend/dev/mock-servers/services/juspay.py	655	except Exception as e:	CODE
LOW	Backend/dev/mock-servers/services/juspay.py	682	except Exception as e:	CODE
LOW	Backend/dev/mock-servers/services/sap.py	80	except Exception:	CODE
MEDIUM	Backend/dev/test-tool/local-api/server.py	163	def _probe_control_center_ready() -> bool:	CODE
MEDIUM	Backend/dev/test-tool/local-api/server.py	1513	def _caddy_port_from_caddyfile() -> int \| None:	CODE
MEDIUM	Backend/dev/test-tool/local-api/server.py	2075	def _git_head() -> str:	CODE
MEDIUM	Backend/dev/test-tool/local-api/server.py	2106	def _stack_state_read() -> dict:	CODE
MEDIUM	Backend/dev/test-tool/local-api/server.py	3110	def sh_capture(cmd, timeout=8):	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	48	except Exception as _lt_err:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	55	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	65	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	159	except Exception as e: # noqa: BLE001	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	170	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	737	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	744	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	748	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	750	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	781	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	788	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	792	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	794	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	861	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	870	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	875	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	879	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	1981	except Exception as e:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	2792	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	2794	except Exception: pass	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	2798	except Exception:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	2800	except Exception: pass	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	2803	except Exception: pass	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	2813	except Exception: # noqa: BLE001 — a full/closed subscriber queue is not fatal	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	3693	except Exception as exc:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	3701	except Exception as exc:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	3709	except Exception as exc:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	3717	except Exception as exc:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	3725	except Exception as exc:	CODE
236 more matches not shown…

Over-Commented Block95 hits · 91 pts

Severity	File	Line	Snippet	Context
LOW	.hlint.yaml	1	# HLint configuration file	COMMENT
LOW	Backend/.hlint.yaml	1	# HLint configuration file	COMMENT
LOW	Backend/nix/devbox/remote-cache-restore.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…orm/rider-app/Main/spec/Storage/MetaWebhookConfig.yaml	1	# Triggers NammaDSL code generation for:	COMMENT
LOW	…orm/rider-app/Main/spec/Storage/MetaWebhookConfig.yaml	41	phoneNumberId: Text	COMMENT
LOW	…orm/rider-app/Main/spec/Storage/MetaWebhookConfig.yaml	101	# the field Meta actually sends us and the primary lookup key for inbound	COMMENT
LOW	…-platform/rider-app/Main/spec/Storage/RiderConfig.yaml	301	# Better route point suggestion: detect a point already on the search route that	COMMENT
LOW	…-platform/rider-app/Main/spec/Storage/RiderConfig.yaml	321	#	COMMENT
LOW	…-platform/rider-app/Main/spec/Storage/RiderConfig.yaml	341	# the search's critical path at the cost of the suggestion appearing a beat later.	COMMENT
LOW	…-platform/rider-app/Main/spec/Storage/RiderConfig.yaml	681	# configPilot:	COMMENT
LOW	…offer-driver-app/Main/spec/Storage/UiDriverConfig.yaml	41		COMMENT
LOW	…offer-driver-app/Main/spec/Storage/FareAdjustment.yaml	1	imports:	COMMENT
LOW	…r-driver-app/Main/spec/Storage/LeaderBoardConfigs.yaml	41	# configType: LeaderBoardConfig	COMMENT
LOW	…ynamic-offer-driver-app/Main/spec/Storage/configs.yaml	121		COMMENT
LOW	…namic-offer-driver-app/Main/spec/Storage/Merchant.yaml	581	and: [merchantOperatingCityId, overlayKey, udf1, vehicleCategory]	COMMENT
LOW	…namic-offer-driver-app/Main/spec/Storage/Merchant.yaml	601	# derives: "Generic,ToJSON,FromJSON,ToSchema"	COMMENT
LOW	…namic-offer-driver-app/Main/spec/Storage/Merchant.yaml	621	# excludedFields:	COMMENT
LOW	…fer-driver-app/Main/spec/Storage/DriverOnboarding.yaml	721	DocumentFlowGrouping:	COMMENT
LOW	…fer-driver-app/Main/spec/Storage/DriverOnboarding.yaml	741	# where RegistrationInfo { number :: Text, dateOfIssue :: Maybe UTCTime }:	COMMENT
LOW	…fer-driver-app/Main/spec/Storage/DriverOnboarding.yaml	761	# CONSTRAINTS: `fieldConstraints` is a tagged sum (Domain.Types.DocumentFieldConstraints) declaring bounds and	COMMENT
LOW	…fer-driver-app/Main/spec/Storage/DriverFyEarnings.yaml	1	imports:	COMMENT
LOW	…fer-driver-app/Main/spec/Storage/DriverFyEarnings.yaml	21	# sequence is read -> decide -> write, not write -> read:	COMMENT
LOW	…p/Main/spec/Storage/CancellationConsequenceMatrix.yaml	21	# Dimensions (null = wildcard), resolved most-specific-wins (see `specificity` in	COMMENT
LOW	…fer-driver-app/Main/spec/API/DriverIncentiveCoins.yaml	21	#	COMMENT
LOW	…fer-driver-app/Main/spec/API/DriverIncentiveCoins.yaml	41	# -----------------------------------------------------------------------------	COMMENT
LOW	…c-offer-driver-app/Main/spec/API/DriverFyEarnings.yaml	1	imports:	COMMENT
LOW	…c/ProviderPlatform/Management/API/TdsDistribution.yaml	1	# TDS certificate (Form 16A) disbursement: an admin uploads a quarter's certificate folder for one city.	COMMENT
LOW	…r-app/Main/spec/ProviderPlatform/Fleet/API/Driver.yaml	181	- mbFleetOwnerId: Text	COMMENT
LOW	…r-app/Main/spec/ProviderPlatform/Fleet/API/Driver.yaml	261	- isRcActive: Bool	COMMENT
LOW	…r-app/Main/spec/ProviderPlatform/Fleet/API/Driver.yaml	301	# - GET:	COMMENT
LOW	…r-app/Main/spec/ProviderPlatform/Fleet/API/Driver.yaml	321	- mboffset: Int	COMMENT
LOW	…r-app/Main/spec/ProviderPlatform/Fleet/API/Driver.yaml	781	# query:	COMMENT
LOW	…r-app/Main/spec/ProviderPlatform/Fleet/API/Driver.yaml	821	# endpoint: /{fleetOwnerId}/fleet/getFleetVehicleAssociation	COMMENT
LOW	Backend/scripts/mandate_mid_migration.sh	1	#!/usr/bin/env bash	COMMENT
LOW	Backend/scripts/mandate_mid_migration.sh	21	# before running this — the subscribe call creates the mandate order on whatever MID is live.	COMMENT
LOW	Backend/scripts/upsert_service_tiers.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…b/finance-kernel/spec/Storage/ReconciliationEntry.yaml	81	# PK) so external references don't need to change on upsert.	COMMENT
LOW	Backend/lib/payment/spec/Storage/LoyaltyWallet.yaml	1	imports:	COMMENT
LOW	Backend/lib/payment/spec/Storage/LoyaltyWallet.yaml	161	# JuspayCfg.loyaltyProgramMap (shared-kernel) — stored inline on the	COMMENT
LOW	Backend/lib/payment/spec/Storage/Payouts.yaml	261	# What constructed the batch: the scheduled sweep, an admin adhoc request, or a driver's instant	COMMENT
LOW	Backend/dev/mock-servers/services/stripe.py	621	"arrival_date": _now() + 86400,	COMMENT
LOW	Backend/dev/mock-servers/services/juspay.py	301	#	COMMENT
LOW	Backend/dev/test-tool/dashboard/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	Backend/dev/test-tool/dashboard/src/config.ts	221	const host = new URL(PROXY_BASE).hostname;	COMMENT
LOW	…v/test-tool/dashboard/src/components/TopBarActions.tsx	181	setVersions(list);	COMMENT
LOW	…nd/dev/test-tool/dashboard/src/components/Terminal.tsx	101	// ("Cannot read properties of undefined (reading 'dimensions')").	COMMENT
LOW	…kend/dev/test-tool/dashboard/src/components/uiState.ts	1	// Tiny client for the test-context-api in-memory ui-state bag.	COMMENT
LOW	…est-tool/dashboard/src/components/CollectionRunner.tsx	21	// matching one of these (by city or envName, case-insensitive) defaults its	COMMENT
LOW	…est-tool/dashboard/src/components/CollectionRunner.tsx	61	// running / the SSE subscriber queue is registered. Without awaiting, fast	COMMENT
LOW	…ckend/dev/test-tool/dashboard/src/api-catalog/index.ts	21	'estimate-select': buildEstimateSelectApi(),	COMMENT
LOW	Backend/dev/test-tool/local-api/server.py	1001	return key_path, f.read().strip()	COMMENT
LOW	Backend/dev/test-tool/local-api/server.py	4101	# (alternate screen, mouse tracking, hidden cursor, keypad mode).	COMMENT
LOW	Backend/dev/test-tool/context-api/server.py	401		COMMENT
LOW	Backend/dev/test-tool/context-api/server.py	621	with _config_sync_lock:	COMMENT
LOW	Backend/dev/test-tool/context-api/server.py	1201	# device transitions (the emulator app close/reopen lifecycle is enough to	COMMENT
LOW	Backend/dev/test-tool/context-api/server.py	3881	if method == "POST" and path == "/api/ny-react-native/clear-cache":	COMMENT
LOW	Backend/dev/test-tool/context-api/server.py	4081	# `Starting dev server on http://localhost:NNNN` — Metro	COMMENT
LOW	Backend/dev/test-tool/context-api/server.py	4141	# Resolve a debugger target via Metro's /json listing, then	COMMENT
LOW	…ool/context-api/setup/control_center/frontend/setup.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…v/test-tool/context-api/setup/ny_react_native/setup.sh	1	#!/usr/bin/env bash	COMMENT
35 more matches not shown…

Deep Nesting112 hits · 80 pts

Severity	File	Line	Context
LOW	buildtime-analysis/analyze_build_log.py	495	CODE
LOW	buildtime-analysis/analyze_build_log.py	58	CODE
LOW	buildtime-analysis/analyze_build_log.py	286	CODE
LOW	buildtime-analysis/analyze_build_log.py	369	CODE
LOW	buildtime-analysis/visualize_builds.py	140	CODE
LOW	Backend/scripts/bulk_update_vehicle_rating.py	207	CODE
LOW	Backend/scripts/bulk_update_vehicle_rating.py	357	CODE
LOW	Backend/scripts/bulk_waive_off.py	119	CODE
LOW	Backend/dev/mock-servers/server.py	299	CODE
LOW	Backend/dev/mock-servers/server.py	583	CODE
LOW	Backend/dev/mock-servers/server.py	726	CODE
LOW	Backend/dev/mock-servers/server.py	788	CODE
LOW	Backend/dev/mock-servers/server.py	833	CODE
LOW	Backend/dev/mock-servers/server.py	942	CODE
LOW	Backend/dev/mock-servers/status_store.py	124	CODE
LOW	Backend/dev/mock-servers/services/cmrl.py	35	CODE
LOW	Backend/dev/mock-servers/services/cris.py	60	CODE
LOW	Backend/dev/mock-servers/services/ondc.py	72	CODE
LOW	Backend/dev/mock-servers/services/gridline.py	164	CODE
LOW	Backend/dev/mock-servers/services/idfy.py	219	CODE
LOW	Backend/dev/mock-servers/services/stripe.py	416	CODE
LOW	Backend/dev/mock-servers/services/juspay.py	121	CODE
LOW	Backend/dev/test-tool/local-api/log_sources.py	99	CODE
LOW	Backend/dev/test-tool/local-api/log_sources.py	138	CODE
LOW	Backend/dev/test-tool/local-api/log_sources.py	174	CODE
LOW	Backend/dev/test-tool/local-api/log_sources.py	106	CODE
LOW	Backend/dev/test-tool/local-api/log_sources.py	156	CODE
LOW	Backend/dev/test-tool/local-api/log_sources.py	181	CODE
LOW	Backend/dev/test-tool/local-api/server.py	118	CODE
LOW	Backend/dev/test-tool/local-api/server.py	174	CODE
LOW	Backend/dev/test-tool/local-api/server.py	365	CODE
LOW	Backend/dev/test-tool/local-api/server.py	504	CODE
LOW	Backend/dev/test-tool/local-api/server.py	534	CODE
LOW	Backend/dev/test-tool/local-api/server.py	588	CODE
LOW	Backend/dev/test-tool/local-api/server.py	669	CODE
LOW	Backend/dev/test-tool/local-api/server.py	698	CODE
LOW	Backend/dev/test-tool/local-api/server.py	727	CODE
LOW	Backend/dev/test-tool/local-api/server.py	773	CODE
LOW	Backend/dev/test-tool/local-api/server.py	1153	CODE
LOW	Backend/dev/test-tool/local-api/server.py	1441	CODE
LOW	Backend/dev/test-tool/local-api/server.py	1557	CODE
LOW	Backend/dev/test-tool/local-api/server.py	1794	CODE
LOW	Backend/dev/test-tool/local-api/server.py	1941	CODE
LOW	Backend/dev/test-tool/local-api/server.py	2043	CODE
LOW	Backend/dev/test-tool/local-api/server.py	2477	CODE
LOW	Backend/dev/test-tool/local-api/server.py	2784	CODE
LOW	Backend/dev/test-tool/local-api/server.py	2943	CODE
LOW	Backend/dev/test-tool/local-api/server.py	4040	CODE
LOW	Backend/dev/test-tool/local-api/server.py	4152	CODE
LOW	Backend/dev/test-tool/local-api/server.py	213	CODE
LOW	Backend/dev/test-tool/local-api/input_store.py	115	CODE
LOW	Backend/dev/test-tool/local-api/input_store.py	136	CODE
LOW	Backend/dev/test-tool/local-api/stage_runner.py	171	CODE
LOW	Backend/dev/test-tool/local-api/stage_runner.py	284	CODE
LOW	Backend/dev/test-tool/local-api/stage_runner.py	421	CODE
LOW	Backend/dev/test-tool/local-api/stage_runner.py	672	CODE
LOW	Backend/dev/test-tool/local-api/spec_loader.py	121	CODE
LOW	Backend/dev/test-tool/local-api/spec_loader.py	202	CODE
LOW	Backend/dev/test-tool/local-api/spec_loader.py	336	CODE
LOW	Backend/dev/test-tool/local-api/spec_loader.py	204	CODE
52 more matches not shown…

Unused Imports55 hits · 53 pts

Severity	File	Line	Context
LOW	buildtime-analysis/visualize_builds.py	4	CODE
LOW	buildtime-analysis/visualize_builds.py	5	CODE
LOW	buildtime-analysis/visualize_builds.py	9	CODE
LOW	Backend/dev/mock-servers/services/idfy.py	40	CODE
LOW	Backend/dev/test-tool/local-api/log_sources.py	7	CODE
LOW	Backend/dev/test-tool/local-api/log_sources.py	10	CODE
LOW	Backend/dev/test-tool/local-api/log_sources.py	11	CODE
LOW	Backend/dev/test-tool/local-api/log_sources.py	13	CODE
LOW	Backend/dev/test-tool/local-api/log_sources.py	18	CODE
LOW	Backend/dev/test-tool/local-api/log_sources.py	18	CODE
LOW	Backend/dev/test-tool/local-api/log_sources.py	21	CODE
LOW	Backend/dev/test-tool/local-api/input_store.py	15	CODE
LOW	Backend/dev/test-tool/local-api/input_store.py	22	CODE
LOW	Backend/dev/test-tool/local-api/stage_runner.py	14	CODE
LOW	Backend/dev/test-tool/local-api/stage_runner.py	20	CODE
LOW	Backend/dev/test-tool/local-api/stage_runner.py	32	CODE
LOW	Backend/dev/test-tool/local-api/spec_loader.py	9	CODE
LOW	Backend/dev/test-tool/local-api/spec_loader.py	11	CODE
LOW	Backend/dev/test-tool/local-api/spec_loader.py	12	CODE
LOW	Backend/dev/test-tool/context-api/server.py	45	CODE
LOW	…est-tool/context-api/setup/ny_react_native/__main__.py	20	CODE
LOW	…tool/context-api/setup/ny_react_native/provider/ios.py	2	CODE
LOW	…/context-api/setup/ny_react_native/provider/android.py	5	CODE
LOW	…tool/context-api/setup/ny_react_native/common/metro.py	12	CODE
LOW	…tool/context-api/setup/ny_react_native/common/paths.py	4	CODE
LOW	…t-api/setup/ny_react_native/common/local_properties.py	7	CODE
LOW	…l/context-api/setup/ny_react_native/common/emulator.py	3	CODE
LOW	…t-tool/context-api/setup/ny_react_native/common/log.py	5	CODE
LOW	…l/context-api/setup/ny_react_native/common/git_repo.py	8	CODE
LOW	…st-tool/context-api/setup/ny_react_native/common/sh.py	10	CODE
LOW	…i/setup/ny_react_native/common/write_local_base_url.py	17	CODE
LOW	…ext-api/setup/ny_react_native/common/grpc_local_url.py	25	CODE
LOW	…ext-api/setup/ny_react_native/common/write_env_keys.py	18	CODE
LOW	…i/setup/ny_react_native/common/google_services_json.py	14	CODE
LOW	…/context-api/setup/ny_react_native/common/simulator.py	5	CODE
LOW	…t-tool/context-api/setup/ny_react_native/common/ssh.py	10	CODE
LOW	…ext-api/setup/ny_react_native/common/patch_base_url.py	15	CODE
LOW	…text-api/setup/ny_react_native/common/admob_app_ids.py	10	CODE
LOW	…/setup/ny_react_native/common/google_services_plist.py	22	CODE
LOW	…t-tool/context-api/setup/ny_react_native/common/adb.py	9	CODE
LOW	…tool/context-api/setup/ny_react_native/consumer/ios.py	4	CODE
LOW	…/context-api/setup/ny_react_native/consumer/android.py	9	CODE
LOW	Backend/dev/test-tool/load-test-service/server.py	5	CODE
LOW	Backend/dev/test-tool/load-test-service/locustfile.py	8	CODE
LOW	…d/dev/test-tool/load-test-service/collection_runner.py	9	CODE
LOW	Backend/dev/devbox_core/cc.py	14	CODE
LOW	Backend/dev/devbox_core/deploy.py	8	CODE
LOW	Backend/dev/devbox_core/fleet.py	6	CODE
LOW	Backend/dev/devbox_core/flow.py	8	CODE
LOW	Backend/dev/devbox_core/stack.py	14	CODE
LOW	Backend/dev/devbox_core/ssh.py	5	CODE
LOW	Backend/dev/devbox_core/workspace.py	10	CODE
LOW	Backend/dev/devbox_core/__main__.py	2	CODE
LOW	Backend/dev/devbox_core/data.py	15	CODE
LOW	Backend/dev/devbox_core/output.py	11	CODE

Hyper-Verbose Identifiers48 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	buildtime-analysis/visualize_builds.py	34	def _build_timeline_from_builds(self):	CODE
LOW	buildtime-analysis/visualize_builds.py	140	def create_parallel_analysis_chart(self):	CODE
LOW	buildtime-analysis/visualize_builds.py	200	def create_dependency_analysis(self):	CODE
LOW	buildtime-analysis/visualize_builds.py	270	def create_module_compilation_chart(self):	CODE
LOW	buildtime-analysis/visualize_builds.py	344	def create_cache_analysis_chart(self):	CODE
LOW	Backend/dev/mock-servers/server.py	1121	def _write_bulk_assign_fixture(self, fixture, content):	CODE
LOW	Backend/dev/mock-servers/services/stripe.py	106	def _reject_fee_without_transfer(pi, params, action):	CODE
LOW	Backend/dev/mock-servers/services/stripe.py	297	def _mk_increment_authorization(pi_id, params):	CODE
LOW	Backend/dev/mock-servers/services/juspay.py	353	def _status_to_payment_status(status):	CODE
LOW	Backend/dev/mock-servers/services/juspay.py	391	def _split_settlement_to_juspay(obj):	CODE
LOW	Backend/dev/test-tool/dashboard/src/App.tsx	346	function buildFleetOnboardingSteps(requiresAdminApproval: boolean): Record<string, Step[]> {	CODE
LOW	Backend/dev/test-tool/dashboard/src/config.ts	40	export function getContextApiBaseOverride(): string \| null { return _readContextApiOverride(); }	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	163	def _probe_control_center_ready() -> bool:	CODE
LOW⚡	Backend/dev/test-tool/local-api/server.py	773	def _cleanup_stale_control_center() -> None:	CODE
LOW	Backend/dev/test-tool/local-api/server.py	296	def _parse_gradle_product_flavors(gradle_text: str) -> list:	CODE
LOW	Backend/dev/test-tool/local-api/server.py	1513	def _caddy_port_from_caddyfile() -> int \| None:	CODE
LOW	Backend/dev/test-tool/local-api/server.py	1525	def _devbox_ports_cache_clear() -> None:	CODE
LOW	Backend/dev/test-tool/local-api/server.py	2500	def start_auto_deploy_watcher() -> None:	CODE
LOW	Backend/dev/test-tool/local-api/stage_runner.py	284	def _invalidation_fingerprint(spec: dict, stage: dict, ctx: Dict[str, Any]) -> str:	CODE
LOW⚡	Backend/dev/test-tool/context-api/server.py	1560	def _cleanup_stale_control_center() -> None:	CODE
LOW	Backend/dev/test-tool/context-api/server.py	229	def _materialize_env_for_newman(src_path: Path) -> Path:	CODE
LOW	Backend/dev/test-tool/context-api/server.py	245	def _read_ports_from_registry():	CODE
LOW	Backend/dev/test-tool/context-api/server.py	427	def _config_sync_direction_base(direction: str) -> str:	CODE
LOW	Backend/dev/test-tool/context-api/server.py	434	def _config_sync_fetch_versions(direction: str):	CODE
LOW	Backend/dev/test-tool/context-api/server.py	513	def seed_toll_dashboard_access() -> dict:	CODE
LOW	Backend/dev/test-tool/context-api/server.py	527	def _apply_local_testing_data():	CODE
LOW	Backend/dev/test-tool/context-api/server.py	560	def _restart_haskell_services():	CODE
LOW	Backend/dev/test-tool/context-api/server.py	791	def _probe_control_center_ready() -> bool:	CODE
LOW	Backend/dev/test-tool/context-api/server.py	961	def _parse_gradle_product_flavors(gradle_text: str) -> list:	CODE
LOW	Backend/dev/test-tool/context-api/server.py	1774	def _wait_for_haskell_services(timeout_seconds: int = 600) -> bool:	CODE
LOW	Backend/dev/test-tool/context-api/server.py	1804	def run_startup_local_testing_data():	CODE
LOW	Backend/dev/test-tool/context-api/server.py	1882	def _tca_kv_keys_for_all_shards(table_camel, pk_col_camel, pk_value):	CODE
LOW	Backend/dev/test-tool/context-api/server.py	1888	def _tca_del_kv_key_all_shards(table_camel, pk_col_camel, pk_value):	CODE
LOW	Backend/dev/test-tool/context-api/server.py	2794	def _extract_enum_fields_from_schema(schema: dict, components: dict, depth: int = 0) -> dict:	CODE
LOW	Backend/dev/test-tool/context-api/server.py	2431	def get_finance_ledger_entries(schema, reference_type=None, reference_id=None, counterparty_id=None, limit=50, offset=0)	STRING
LOW	Backend/dev/test-tool/context-api/server.py	2617	def get_finance_reference_types(schema):	STRING
LOW	…i/setup/ny_react_native/common/google_services_json.py	51	def write_google_services_json(target_dir: Path) -> None:	CODE
LOW	…ext-api/setup/ny_react_native/common/patch_base_url.py	24	def patch_consumer_base_url_defaults(app_dir: Path, local_url: str) -> None:	CODE
LOW	…/setup/ny_react_native/common/google_services_plist.py	131	def write_google_services_plist(ios_dir: Path, bundle_id: str \| None = None) -> None:	CODE
LOW⚡	Backend/dev/config-sync/config_transfer.py	1024	def fetch_target_table_columns(cursor, db_schema, table):	CODE
LOW	Backend/dev/config-sync/config_transfer.py	705	def _expand_patched_data_inplace(patched_base):	CODE
LOW	Backend/dev/config-sync/config_transfer.py	727	def _resolved_mock_server_port():	CODE
LOW	Backend/dev/config-sync/config_transfer.py	734	def _rewrite_mock_server_port(node, port):	CODE
LOW	Backend/dev/config-sync/config_transfer.py	823	def fetch_patch_zip_from_cloudfront(direction: str, cloudfront_url: str, dest_dir: Path):	CODE
LOW	Backend/dev/config-sync/config_transfer.py	966	def _reencrypt_foreign_values(text):	CODE
LOW	Backend/dev/config-sync/config_transfer.py	1051	def check_target_coverage_from_dims(cursor, db_schema, table, source_dims, dim_cols):	CODE
LOW	Backend/dev/config-sync/config_transfer.py	2247	def _discover_feature_migrations():	STRING
LOW	Backend/dev/config-sync/config_transfer.py	2257	def _run_feature_migrations_inner(feature_migration_files, env_config, to_env, fallback_schema):	STRING

Magic Placeholder Names6 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	…ash-collections/KaleyraSmsFlow/setup-local-kaleyra.sql	2	-- Replace only <YOUR_API_KEY> and <YOUR_SID> with real Kaleyra credentials	CODE
HIGH	…ash-collections/KaleyraSmsFlow/setup-local-kaleyra.sql	2	-- Replace only <YOUR_API_KEY> and <YOUR_SID> with real Kaleyra credentials	CODE
HIGH	…ash-collections/KaleyraSmsFlow/setup-local-kaleyra.sql	18	'apiKey', '<YOUR_API_KEY>',	CODE
HIGH	…ash-collections/KaleyraSmsFlow/setup-local-kaleyra.sql	18	'apiKey', '<YOUR_API_KEY>',	CODE
HIGH	…ash-collections/KaleyraSmsFlow/setup-local-kaleyra.sql	73	'apiKey', '<YOUR_API_KEY>',	CODE
HIGH	…ash-collections/KaleyraSmsFlow/setup-local-kaleyra.sql	73	'apiKey', '<YOUR_API_KEY>',	CODE

Structural Annotation Overuse16 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	.claude/commands/run-tests.md	26	### Step 1: Clear logs	COMMENT
LOW	.claude/commands/run-tests.md	40	### Step 2: Run the test	COMMENT
LOW	.claude/commands/run-tests.md	47	### Step 3: On failure — Capture RCA	COMMENT
LOW⚡	.claude/commands/run-tests.md	96	### Step 4: Classify the failure	COMMENT
LOW⚡	.claude/commands/run-tests.md	104	### Step 5: Report	COMMENT
LOW	…tform/rider-app-drainer/BATCH_CREATE_IMPLEMENTATION.md	55	### Step 1: Parse and Generate Signatures	COMMENT
LOW	…tform/rider-app-drainer/BATCH_CREATE_IMPLEMENTATION.md	69	### Step 2: Group by Table	COMMENT
LOW	…tform/rider-app-drainer/BATCH_CREATE_IMPLEMENTATION.md	80	### Step 3: Group by Column Signature Within Table	COMMENT
LOW	…tform/rider-app-drainer/BATCH_CREATE_IMPLEMENTATION.md	92	### Step 4: Generate Bulk INSERT Query	COMMENT
LOW⚡	Backend/dev/test-tool/context-api/server.py	677	# Step 2: seed test persons / tokens / etc.	COMMENT
LOW⚡	Backend/dev/test-tool/context-api/server.py	681	# Step 3: feature-migrations on top of imported + seeded state.	COMMENT
LOW⚡	Backend/dev/test-tool/context-api/server.py	693	# Step 4: restart so haskell services see the new config.	COMMENT
LOW⚡	Backend/dev/test-tool/context-api/server.py	698	# Step 5: persist marker + update in-memory last_synced so future runs	COMMENT
LOW	Backend/dev/test-tool/context-api/server.py	657	# Step 1: prod import (no feature-migrations yet).	COMMENT
LOW	…backend/design/cancellation-fee-configuration-guide.md	120	#### Step 1: Create the logic rules	COMMENT
LOW	…backend/design/cancellation-fee-configuration-guide.md	146	#### Step 2: Rollout the logic	COMMENT

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ts/thrash-collections/IssueFlow/01-IssueLifecycle.json	160	"pm.test('Inline message created', function () { pm.expect(d.messages).to.be.an('array').and.to.have.lengt	CODE
CRITICAL	…ts/thrash-collections/IssueFlow/01-IssueLifecycle.json	691	"pm.test('Inline message created', function () { pm.expect(d.messages).to.be.an('array').and.to.have.lengt	CODE

Modern AI Meta-Vocabulary6 hits · 16 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	.claude/commands/run-tests.md	93	sed -n 'START,ENDp' "$ROOT/service.log" # extract context window	CODE
MEDIUM	…Main/spec/ProviderPlatform/Management/API/Pricing.yaml	36	- POST: # edit rows/guardrails in place; DRAFT and SHADOW only	CODE
MEDIUM	Backend/dev/mock-servers/server.py	222	# ── Flush Redis (for test orchestration) ──	COMMENT
MEDIUM	Backend/dev/test-tool/dashboard/docs/vision-deck.html	617	<p class="tiny" style="margin-top: 8px;">↳ AI removes the writing constraint. The bottlenecks left are <b style="col	CODE
MEDIUM	…v/test-tool/context-api/setup/ny_react_native/setup.sh	17	# Migration history: this file used to be ~1300 lines of inline orchestration.	COMMENT
MEDIUM	…v/test-tool/context-api/setup/ny_react_native/setup.sh	19	# Stage 2 split the orchestration in two — Python handles ssh+clone+submodules	COMMENT

Self-Referential Comments4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	.hlint.yaml	5	# This file contains a template configuration file, which is typically	COMMENT
MEDIUM	buildtime-analysis/visualize_builds.py	161	# Create the plot	COMMENT
MEDIUM	buildtime-analysis/visualize_builds.py	292	# Create a shortened label: Package.Module	COMMENT
MEDIUM	Backend/.hlint.yaml	5	# This file contains a template configuration file, which is typically	COMMENT

Example Usage Blocks6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	Backend/scripts/mandate_mid_migration.sh	23	# Usage:	COMMENT
LOW	Backend/scripts/upsert_service_tiers.sh	5	# Usage:	COMMENT
LOW	Backend/dev/ddl-migrations/check_migrations.sh	13	# Usage:	COMMENT
LOW	Backend/dev/integration-tests/run-tests.sh	4	# Usage:	COMMENT
LOW	…ration-tests/thrash-collections/DriverImageFlow/run.sh	4	# Usage:	COMMENT
LOW	…/integration-tests/DbDependent/PanHardCheckFlow/run.sh	4	# Usage:	COMMENT

Fake / Example Data8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	…tform/rider-app-drainer/BATCH_CREATE_IMPLEMENTATION.md	25	"name": "John Doe",	CODE
LOW	…tform/rider-app-drainer/BATCH_CREATE_IMPLEMENTATION.md	99	('2025-01-03 10:00:00', 'person-123', 'John Doe', '+91-9876543210'),	CODE
LOW	Backend/swagger/swagger-ui.js	1	!function(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t():"function"==typeof define&&define.am	CODE
LOW	Backend/swagger/swagger-ui-es-bundle-core.js	2	importas e from"react-immutable-pure-component";importas t from"remarkable/linkify";import*as r from"dompurify";import	CODE
LOW	Backend/swagger/swagger-ui-standalone-preset.js	2	!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.am	CODE
LOW	Backend/dev/mock-servers/services/ondc.py	404	"billing": order.get("billing", {"name": "Test User", "email": "test@test.com", "phone": "9999999999"}),	CODE
LOW	…ev/test-tool/dashboard/src/components/RideFlowTree.tsx	309	<input type="text" value={adminEmail \|\| ''} onChange={e => onAdminEmailChange?.(e.target.value)} p	CODE
LOW	Backend/dev/config-sync/config_transfer.py	977	replacement = _encrypt_via_obj("test-dummy-key")	CODE

Redundant / Tautological Comments6 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	buildtime-analysis/analyze_build_log.py	122	# Check if the end package name is a prefix or matches	COMMENT
LOW	buildtime-analysis/visualize_builds.py	82	# Check if we have any build data	COMMENT
LOW	buildtime-analysis/visualize_builds.py	514	# Check if analysis file exists	STRING
LOW	Backend/dev/config-sync/config_transfer.py	645	# Check if batched (directory) or single file	COMMENT
LOW	.github/workflows/cabal-prod-hot-fix-push.yaml	40	# Check if workflow should proceed (non-matrix conditions)	COMMENT
LOW	.github/workflows/nix-prod-hot-fix-push.yaml	33	# Check if workflow should proceed (non-matrix conditions)	COMMENT

Verbosity Indicators5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW⚡	Backend/dev/test-tool/context-api/server.py	677	# Step 2: seed test persons / tokens / etc.	COMMENT
LOW⚡	Backend/dev/test-tool/context-api/server.py	681	# Step 3: feature-migrations on top of imported + seeded state.	COMMENT
LOW⚡	Backend/dev/test-tool/context-api/server.py	693	# Step 4: restart so haskell services see the new config.	COMMENT
LOW⚡	Backend/dev/test-tool/context-api/server.py	698	# Step 5: persist marker + update in-memory last_synced so future runs	COMMENT
LOW	Backend/dev/test-tool/context-api/server.py	657	# Step 1: prod import (no feature-migrations yet).	COMMENT

AI Structural Patterns5 hits · 5 pts

Severity	File	Line	Context
LOW	Backend/load-test/scripts/driverOffer.py	65	CODE
LOW	Backend/load-test/scripts/driverOffer.py	132	CODE
LOW	Backend/load-test/scripts/driverOffer.py	152	CODE
LOW	Backend/load-test/scripts/riderApp.py	80	CODE
LOW	Backend/load-test/scripts/riderApp.py	111	CODE

AI Slop Vocabulary2 hits · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	buildtime-analysis/analyze_build_log.py	287	"""Print comprehensive analysis summary."""	STRING
MEDIUM	buildtime-analysis/visualize_builds.py	391	"""Generate a comprehensive summary report"""	STRING

Modern Structural Boilerplate2 hits · 1 pts

Severity	File	Line	Snippet	Context
LOW	Backend/dev/test-tool/local-api/server.py	2748	def _set_pty_size(fd: int, rows: int, cols: int) -> None:	CODE
LOW	Backend/dev/test-tool/local-api/stage_runner.py	139	def _set_pty_size(fd: int, rows: int, cols: int) -> None:	CODE

nammayatri/nammayatri

Open-Source Code Quality, Security and Technical Debt Review