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antoinezambelli/forge

https://github.com/antoinezambelli/forge.git · scanned 2026-05-21 14:10 UTC (2 weeks, 1 day ago) · 10 languages

138 findings (80 legacy + 58 scanner) 99th percentile · Python · medium (20-100K LoC) Scanner says 96 (lower by 5)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 1 day ago · v2 · 109 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
96.4
/100
Repobility
97
80 legacy
9-layer
96
100.0% cov · 29 gaps
Critical
1
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 100.0 0.15 15.00
security_score 100.0 0.25 25.00
testing_score 100.0 0.20 20.00
documentation_score 100.0 0.15 15.00
practices_score 75.0 0.15 11.25
code_quality 43.1 0.10 4.31
Overall 1.00 90.6
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 1 High 65 Medium 2 Low 25 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 80 9-layer 29 Crowd 0 Layer: Quality 95 Software 10 Api 1 Security 1 Cicd 2
Scan summary Repository scanned at 95.9/100 with 100.0% coverage. It contains 1924 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 29 findings — concentrated in quality (20), software (5), cicd (2). Risk profile is low: 0 critical, 0 high, 2 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 29 of 109 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

low Legacy quality quality conf 1.00 ✓ Repobility [MINED001] Bare Except Pass: except: pass or except Exception: pass — silently swallows everything including KeyboardInterrupt and bugs.
Review and fix per the pattern semantics. See CWE-755 / for context.
src/forge/prompts/templates.py:211 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED001] Bare Except Pass: except: pass or except Exception: pass — silently swallows everything including KeyboardInterrupt and bugs.
Review and fix per the pattern semantics. See CWE-755 / for context.
src/forge/core/slot_worker.py:54 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED006] Overcatch Baseexception: except BaseException: ... — prevents Ctrl+C and SystemExit from working.
Review and fix per the pattern semantics. See CWE-705 / for context.
src/forge/proxy/__main__.py:107 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility Bare except continues silently
Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
src/forge/proxy/server.py:98 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility Bare except continues silently
Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
src/forge/core/runner.py:324 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility Bare except continues silently
Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
src/forge/core/slot_worker.py:137 qualitylegacy
medium 9-layer security coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). Either auth lives in custom code, in a separate service, or is missing.
coverageauth
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tests/conftest.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tests/eval/dashboard/eslint.config.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tests/eval/dashboard/src/main.tsx
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tests/eval/dashboard/src/types.ts
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tests/eval/dashboard/vite.config.ts
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer quality integrity conf 1.00 Legacy-named symbol `compensation_v2` in tests/eval/scenarios/_model_reasoning.py:143
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `compensation_v2` in tests/eval/scenarios/_stateful_model_reasoning.py:60
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `compensation_v2` in tests/unit/test_data_gap_recovery_extended.py:77
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_known_model_returns_copy` in tests/unit/test_sampling_defaults.py:19
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: src/forge/clients/anthropic.py:send, src/forge/clients/base.py:send, src/forge/clients/llamafile.py:send, src/forge/clients/ollama.py:send This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygien…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: src/forge/clients/anthropic.py:send_stream, src/forge/clients/base.py:send_stream, src/forge/clients/llamafile.py:send_stream, src/forge/clients/ollama.py:send_stream This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see …
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: src/forge/context/strategies.py:compact, src/forge/context/strategies.py:compact, src/forge/context/strategies.py:compact, src/forge/context/strategies.py:compact This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see http…
integrityduplicatedry
low 9-layer quality complexity conf 1.00 Very large file: tests/eval/report.py (1262 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/eval/scenarios/_model_reasoning.py (1277 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/eval/scenarios/_stateful_model_reasoning.py (1393 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/test_llamafile_client.py (1416 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/test_runner.py (2139 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low Legacy quality quality conf 1.00 ✓ Repobility [MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle credentials or data.
Review and fix per the pattern semantics. See CWE-319 / A02:2021 for context.
src/forge/proxy/proxy.py:111 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED062] Python Dataclass No Fields: @dataclass over an empty class — unfinished model.
Review and fix per the pattern semantics.
src/forge/context/manager.py:12 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED062] Python Dataclass No Fields: @dataclass over an empty class — unfinished model.
Review and fix per the pattern semantics.
src/forge/context/hardware.py:29 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED062] Python Dataclass No Fields: @dataclass over an empty class — unfinished model.
Review and fix per the pattern semantics.
src/forge/clients/base.py:13 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services.
Review and fix per the pattern semantics.
src/forge/context/strategies.py:46 qualitylegacy
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