code-review-env/outputs/sample_project/sample_project_phase5_report.md

GraphReview Report

Executive Summary

• Source root: /home/lightdesk/Downloads/Projects/NodeAudit/code-review-env/sample_project
• Episode id: all
• Modules in scope: 60
• Confidence score: 0.100
• Precision: 0.000 | Recall: 0.000 | F1: 0.000
• Security coverage: 0.000 | Dependency attribution validity: 0.000

Security Analysis

config

• [LOW] B105 line 6: Possible hardcoded password: 'hardcoded-dev-key'

payments

• [LOW] B404 line 3: Consider possible security implications associated with the subprocess module.
• [HIGH] B602 line 9: subprocess call with shell=True identified, security issue.

Cascade Attribution Summary

Module Reviews

auth

• Status: pending
• Summary: exports: [issue_session_token(user_id: str)->str] | issues: 2 | depends_on: [config]
• Shape: functions=issue_session_token
• Findings: 2
• Reviews: 0

cart

• Status: pending
• Summary: exports: [calculate_subtotal(items: list[dict[str, float]])->float, calculate_total(items: list[dict[str, float]])->float] | issues: 2 | depends_on: [config]
• Shape: functions=calculate_subtotal, calculate_total
• Findings: 2
• Reviews: 0

checkout

• Status: pending
• Summary: exports: [submit_order(items: list[dict[str, float]])->str] | issues: 1 | depends_on: [cart, payments]
• Shape: functions=submit_order
• Findings: 1
• Reviews: 0

config

• Status: pending
• Summary: exports: [] | issues: 1 | depends_on: []
• Shape: No top-level functions/classes; likely constants, helpers, or script-style module.
• Findings: 1
• Reviews: 0

database

• Status: pending
• Summary: exports: [get_connection_url()->str] | issues: 3 | depends_on: [config, config.SETTINGS]
• Shape: functions=get_connection_url
• Findings: 3
• Reviews: 0

huge_module

• Status: pending
• Summary: exports: [bootstrap()->int, helper_alpha()->int, helper_beta()->int, run(self)->int, auto_func_1()->int] | issues: 51 | depends_on: []
• Shape: No top-level functions/classes; likely constants, helpers, or script-style module.
• Findings: 51
• Reviews: 0

huge_module::GiantService

• Status: pending
• Summary: Chunk GiantService lines 446-448
• Shape: classes=GiantService
• Findings: 0
• Reviews: 0

huge_module::auto_func_1

• Status: pending
• Summary: Chunk auto_func_1 lines 451-452
• Shape: functions=auto_func_1
• Findings: 0
• Reviews: 0

huge_module::auto_func_10

• Status: pending
• Summary: Chunk auto_func_10 lines 487-488
• Shape: functions=auto_func_10
• Findings: 0
• Reviews: 0

huge_module::auto_func_11

• Status: pending
• Summary: Chunk auto_func_11 lines 491-492
• Shape: functions=auto_func_11
• Findings: 0
• Reviews: 0

huge_module::auto_func_12

• Status: pending
• Summary: Chunk auto_func_12 lines 495-496
• Shape: functions=auto_func_12
• Findings: 0
• Reviews: 0

huge_module::auto_func_13

• Status: pending
• Summary: Chunk auto_func_13 lines 499-500
• Shape: functions=auto_func_13
• Findings: 0
• Reviews: 0

huge_module::auto_func_14

• Status: pending
• Summary: Chunk auto_func_14 lines 503-504
• Shape: functions=auto_func_14
• Findings: 0
• Reviews: 0

huge_module::auto_func_15

• Status: pending
• Summary: Chunk auto_func_15 lines 507-508
• Shape: functions=auto_func_15
• Findings: 0
• Reviews: 0

huge_module::auto_func_16

• Status: pending
• Summary: Chunk auto_func_16 lines 511-512
• Shape: functions=auto_func_16
• Findings: 0
• Reviews: 0

huge_module::auto_func_17

• Status: pending
• Summary: Chunk auto_func_17 lines 515-516
• Shape: functions=auto_func_17
• Findings: 0
• Reviews: 0

huge_module::auto_func_18

• Status: pending
• Summary: Chunk auto_func_18 lines 519-520
• Shape: functions=auto_func_18
• Findings: 0
• Reviews: 0

huge_module::auto_func_19

• Status: pending
• Summary: Chunk auto_func_19 lines 523-524
• Shape: functions=auto_func_19
• Findings: 0
• Reviews: 0

huge_module::auto_func_2

• Status: pending
• Summary: Chunk auto_func_2 lines 455-456
• Shape: functions=auto_func_2
• Findings: 0
• Reviews: 0

huge_module::auto_func_20

• Status: pending
• Summary: Chunk auto_func_20 lines 527-528
• Shape: functions=auto_func_20
• Findings: 0
• Reviews: 0

huge_module::auto_func_21

• Status: pending
• Summary: Chunk auto_func_21 lines 531-532
• Shape: functions=auto_func_21
• Findings: 0
• Reviews: 0

huge_module::auto_func_22

• Status: pending
• Summary: Chunk auto_func_22 lines 535-536
• Shape: functions=auto_func_22
• Findings: 0
• Reviews: 0

huge_module::auto_func_23

• Status: pending
• Summary: Chunk auto_func_23 lines 539-540
• Shape: functions=auto_func_23
• Findings: 0
• Reviews: 0

huge_module::auto_func_24

• Status: pending
• Summary: Chunk auto_func_24 lines 543-544
• Shape: functions=auto_func_24
• Findings: 0
• Reviews: 0

huge_module::auto_func_25

• Status: pending
• Summary: Chunk auto_func_25 lines 547-548
• Shape: functions=auto_func_25
• Findings: 0
• Reviews: 0

huge_module::auto_func_26

• Status: pending
• Summary: Chunk auto_func_26 lines 551-552
• Shape: functions=auto_func_26
• Findings: 0
• Reviews: 0

huge_module::auto_func_27

• Status: pending
• Summary: Chunk auto_func_27 lines 555-556
• Shape: functions=auto_func_27
• Findings: 0
• Reviews: 0

huge_module::auto_func_28

• Status: pending
• Summary: Chunk auto_func_28 lines 559-560
• Shape: functions=auto_func_28
• Findings: 0
• Reviews: 0

huge_module::auto_func_29

• Status: pending
• Summary: Chunk auto_func_29 lines 563-564
• Shape: functions=auto_func_29
• Findings: 0
• Reviews: 0

huge_module::auto_func_3

• Status: pending
• Summary: Chunk auto_func_3 lines 459-460
• Shape: functions=auto_func_3
• Findings: 0
• Reviews: 0

huge_module::auto_func_30

• Status: pending
• Summary: Chunk auto_func_30 lines 567-568
• Shape: functions=auto_func_30
• Findings: 0
• Reviews: 0

huge_module::auto_func_31

• Status: pending
• Summary: Chunk auto_func_31 lines 571-572
• Shape: functions=auto_func_31
• Findings: 0
• Reviews: 0

huge_module::auto_func_32

• Status: pending
• Summary: Chunk auto_func_32 lines 575-576
• Shape: functions=auto_func_32
• Findings: 0
• Reviews: 0

huge_module::auto_func_33

• Status: pending
• Summary: Chunk auto_func_33 lines 579-580
• Shape: functions=auto_func_33
• Findings: 0
• Reviews: 0

huge_module::auto_func_34

• Status: pending
• Summary: Chunk auto_func_34 lines 583-584
• Shape: functions=auto_func_34
• Findings: 0
• Reviews: 0

huge_module::auto_func_35

• Status: pending
• Summary: Chunk auto_func_35 lines 587-588
• Shape: functions=auto_func_35
• Findings: 0
• Reviews: 0

huge_module::auto_func_36

• Status: pending
• Summary: Chunk auto_func_36 lines 591-592
• Shape: functions=auto_func_36
• Findings: 0
• Reviews: 0

huge_module::auto_func_37

• Status: pending
• Summary: Chunk auto_func_37 lines 595-596
• Shape: functions=auto_func_37
• Findings: 0
• Reviews: 0

huge_module::auto_func_38

• Status: pending
• Summary: Chunk auto_func_38 lines 599-600
• Shape: functions=auto_func_38
• Findings: 0
• Reviews: 0

huge_module::auto_func_39

• Status: pending
• Summary: Chunk auto_func_39 lines 603-604
• Shape: functions=auto_func_39
• Findings: 0
• Reviews: 0

huge_module::auto_func_4

• Status: pending
• Summary: Chunk auto_func_4 lines 463-464
• Shape: functions=auto_func_4
• Findings: 0
• Reviews: 0

huge_module::auto_func_40

• Status: pending
• Summary: Chunk auto_func_40 lines 607-608
• Shape: functions=auto_func_40
• Findings: 0
• Reviews: 0

huge_module::auto_func_41

• Status: pending
• Summary: Chunk auto_func_41 lines 611-612
• Shape: functions=auto_func_41
• Findings: 0
• Reviews: 0

huge_module::auto_func_42

• Status: pending
• Summary: Chunk auto_func_42 lines 615-616
• Shape: functions=auto_func_42
• Findings: 0
• Reviews: 0

huge_module::auto_func_43

• Status: pending
• Summary: Chunk auto_func_43 lines 619-620
• Shape: functions=auto_func_43
• Findings: 0
• Reviews: 0

huge_module::auto_func_44

• Status: pending
• Summary: Chunk auto_func_44 lines 623-624
• Shape: functions=auto_func_44
• Findings: 0
• Reviews: 0

huge_module::auto_func_45

• Status: pending
• Summary: Chunk auto_func_45 lines 627-628
• Shape: functions=auto_func_45
• Findings: 0
• Reviews: 0

huge_module::auto_func_5

• Status: pending
• Summary: Chunk auto_func_5 lines 467-468
• Shape: functions=auto_func_5
• Findings: 0
• Reviews: 0

huge_module::auto_func_6

• Status: pending
• Summary: Chunk auto_func_6 lines 471-472
• Shape: functions=auto_func_6
• Findings: 0
• Reviews: 0

huge_module::auto_func_7

• Status: pending
• Summary: Chunk auto_func_7 lines 475-476
• Shape: functions=auto_func_7
• Findings: 0
• Reviews: 0

huge_module::auto_func_8

• Status: pending
• Summary: Chunk auto_func_8 lines 479-480
• Shape: functions=auto_func_8
• Findings: 0
• Reviews: 0

huge_module::auto_func_9

• Status: pending
• Summary: Chunk auto_func_9 lines 483-484
• Shape: functions=auto_func_9
• Findings: 0
• Reviews: 0

huge_module::bootstrap

• Status: pending
• Summary: Chunk bootstrap lines 4-5
• Shape: functions=bootstrap
• Findings: 0
• Reviews: 0

huge_module::helper_alpha

• Status: pending
• Summary: Chunk helper_alpha lines 438-439
• Shape: functions=helper_alpha
• Findings: 0
• Reviews: 0

huge_module::helper_beta

• Status: pending
• Summary: Chunk helper_beta lines 442-443
• Shape: functions=helper_beta
• Findings: 0
• Reviews: 0

inventory

• Status: pending
• Summary: exports: [is_available(item_name: str)->bool] | issues: 2 | depends_on: [validators, validators.is_non_empty]
• Shape: functions=is_available
• Findings: 2
• Reviews: 0

notifications

• Status: pending
• Summary: exports: [send_email(recipient: str, body: str)->None] | issues: 2 | depends_on: [smtplib]
• Shape: functions=send_email
• Findings: 2
• Reviews: 0

payments

• Status: pending
• Summary: exports: [run_gateway_check(endpoint: str)->int, charge(total: float)->str] | issues: 4 | depends_on: [subprocess]
• Shape: functions=run_gateway_check, charge
• Findings: 4
• Reviews: 0

utils

• Status: pending
• Summary: exports: [pick_item(preferred: str, fallback: str)->str] | issues: 2 | depends_on: [inventory, inventory.is_available]
• Shape: functions=pick_item
• Findings: 2
• Reviews: 0

validators

• Status: pending
• Summary: exports: [is_non_empty(value: str | None)->bool, validate_coupon(code: str | None)->bool] | issues: 3 | depends_on: []
• Shape: functions=is_non_empty, validate_coupon
• Findings: 3
• Reviews: 0

RL Integrity

• Trajectory reconstructable from DB annotations and episode records.
• Reward causality linked to each persisted action payload.
• Easy/Medium deterministic replay expected; Hard constrained by temperature=0 judge policy.