Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

Scan timing: clone 2.51s · analysis 2.16s · 3.2 MB · GitHub API rate-limit (preflight)

antoinezambelli/forge

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

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

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks 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
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

All 1924 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
test_initial_state software healthy tests/unit/test_error_tracker.py:36
test_record_and_exhaust software healthy tests/unit/test_error_tracker.py:41
test_reset_retries software healthy tests/unit/test_error_tracker.py:23
test_soft_error_does_not_count software healthy tests/unit/test_error_tracker.py:48
test_success_does_not_reset_counter software healthy tests/unit/test_error_tracker.py:56
test_reset_errors software healthy tests/unit/test_error_tracker.py:63
test_retry_does_not_affect_tool_errors software healthy tests/unit/test_error_tracker.py:76
test_tool_error_does_not_affect_retries software healthy tests/unit/test_error_tracker.py:83
test_returns_non_empty_string software healthy tests/unit/test_nudges.py:69
test_does_not_echo_raw_response software healthy tests/unit/test_nudges.py:12
test_mentions_tool_call software healthy tests/unit/test_nudges.py:17
test_contains_terminal_tool_name software healthy tests/unit/test_nudges.py:28
test_contains_pending_steps software healthy tests/unit/test_nudges.py:32
test_single_pending_step software healthy tests/unit/test_nudges.py:37
test_tier1_is_default software healthy tests/unit/test_nudges.py:41
test_tier2_direct software healthy tests/unit/test_nudges.py:45
test_tier3_aggressive software healthy tests/unit/test_nudges.py:51
test_tier_clamped_below software healthy tests/unit/test_nudges.py:57
test_tier_clamped_above software healthy tests/unit/test_nudges.py:62
test_contains_tool_name software healthy tests/unit/test_nudges.py:74
test_contains_missing_prereqs software healthy tests/unit/test_nudges.py:78
test_single_missing_prereq software healthy tests/unit/test_nudges.py:83
__init__ software healthy tests/unit/test_runner.py:43
_next software healthy tests/unit/test_runner.py:49
send software healthy tests/unit/test_runner.py:782
send_stream software healthy tests/unit/test_runner.py:785
get_context_length software healthy tests/unit/test_runner.py:788
_make_tool software healthy tests/unit/test_runner.py:80
_make_workflow software healthy tests/unit/test_runner.py:90
_make_runner software healthy tests/unit/test_runner.py:113
test_simple_workflow software healthy tests/unit/test_runner.py:140
test_multi_step_workflow software healthy tests/unit/test_runner.py:151
test_tool_args_forwarded software healthy tests/unit/test_runner.py:169
capture_tool software healthy tests/unit/test_runner.py:1061
test_text_response_triggers_retry software healthy tests/unit/test_runner.py:196
test_retries_exhausted_raises_tool_call_error software healthy tests/unit/test_runner.py:208
test_retry_counter_resets_on_tool_call software healthy tests/unit/test_runner.py:222
test_retries_consume_iterations software healthy tests/unit/test_runner.py:247
test_max_iterations_bounds_total_llm_calls software healthy tests/unit/test_runner.py:262
test_terminal_before_required_steps_injects_nudge software healthy tests/unit/test_runner.py:281
counting_submit software healthy tests/unit/test_runner.py:285
test_premature_terminal_resets_retry_counter software healthy tests/unit/test_runner.py:307
test_step_nudge_allows_recovery software healthy tests/unit/test_runner.py:324
test_escalating_nudge_tiers software healthy tests/unit/test_runner.py:336
spy_compact software healthy tests/unit/test_runner.py:1241
test_premature_terminal_exhausted_raises_step_enforcement_e… software healthy tests/unit/test_runner.py:375
test_premature_terminal_counter_resets_on_progress software healthy tests/unit/test_runner.py:391
test_unknown_tool_nudges_then_recovers software healthy tests/unit/test_runner.py:416
test_unknown_tool_nudge_lists_available_tools software healthy tests/unit/test_runner.py:428
test_unknown_tool_consumes_iteration software healthy tests/unit/test_runner.py:447

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
TestErrorTrackerRetries software healthy tests/unit/test_error_tracker.py:6
TestErrorTrackerToolErrors software healthy tests/unit/test_error_tracker.py:33
TestErrorTrackerIndependence software healthy tests/unit/test_error_tracker.py:73
TestRetryNudge software healthy tests/unit/test_nudges.py:6
TestStepNudge software healthy tests/unit/test_nudges.py:22
TestPrerequisiteNudge software healthy tests/unit/test_nudges.py:68
EmptyParams software healthy tests/unit/test_runner.py:28
MockClient software healthy tests/unit/test_runner.py:35
TestHappyPath software healthy tests/unit/test_runner.py:138
TestRetryLogic software healthy tests/unit/test_runner.py:194
TestStepEnforcement software healthy tests/unit/test_runner.py:279
TestErrorHandling software healthy tests/unit/test_runner.py:414
TestContextManagement software healthy tests/unit/test_runner.py:683
TestStreaming software healthy tests/unit/test_runner.py:731
NoFinalClient software healthy tests/unit/test_runner.py:779
TestAsyncToolSupport software healthy tests/unit/test_runner.py:800
TestMessageStructure software healthy tests/unit/test_runner.py:843
TestRescueToolCalls software healthy tests/unit/test_runner.py:997
TestReasoningCapture software healthy tests/unit/test_runner.py:1108
TestOnMessageCallback software healthy tests/unit/test_runner.py:1303
TestInitialMessages software healthy tests/unit/test_runner.py:1472
TestToolResolutionError software healthy tests/unit/test_runner.py:1561
TestPrerequisiteEnforcement software healthy tests/unit/test_runner.py:1758
TestMultipleTerminalTools software healthy tests/unit/test_runner.py:1887
TestCancellation software healthy tests/unit/test_runner.py:1960
TestCustomRetryNudge software healthy tests/unit/test_runner.py:2067
TestEstimateTokens software healthy tests/unit/test_context_manager.py:54
TestMaybeCompactUnderThreshold software healthy tests/unit/test_context_manager.py:73
TestMaybeCompactOverThreshold software healthy tests/unit/test_context_manager.py:91
TestCompactEvent software healthy tests/unit/test_context_manager.py:135
TestStepTracker software healthy tests/unit/test_steps.py:6
EmptyParams software healthy tests/unit/test_workflow.py:15
TestWorkflowValidation software healthy tests/unit/test_workflow.py:55
TestWorkflowMethods software healthy tests/unit/test_workflow.py:136
TestToolDef software healthy tests/unit/test_workflow.py:170
TestToolCall software healthy tests/unit/test_workflow.py:176
TestTextResponse software healthy tests/unit/test_workflow.py:195
TestFromJsonSchema software healthy tests/unit/test_workflow.py:205
TestCheckValidation software healthy tests/unit/test_guardrails.py:25
TestCheckRetryExhaustion software healthy tests/unit/test_guardrails.py:61
TestCheckStepEnforcement software healthy tests/unit/test_guardrails.py:87
TestRecord software healthy tests/unit/test_guardrails.py:123
TestCheckResult software healthy tests/unit/test_guardrails.py:159
TestImports software healthy tests/unit/test_guardrails.py:175
TestCustomRetryNudge software healthy tests/unit/test_guardrails.py:190
TestStepEnforcerCheck software healthy tests/unit/test_step_enforcer.py:9
TestStepEnforcerRecord software healthy tests/unit/test_step_enforcer.py:75
TestStepEnforcerTerminalReached software healthy tests/unit/test_step_enforcer.py:108
TestStepEnforcerExhaustion software healthy tests/unit/test_step_enforcer.py:132
TestStepEnforcerResetPremature software healthy tests/unit/test_step_enforcer.py:158

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
README.md software healthy README.md
CONTRIBUTING.md software healthy CONTRIBUTING.md
eval_rigs.json software healthy eval_rigs.json
pyproject.toml software healthy pyproject.toml
CHANGELOG.md software healthy CHANGELOG.md
codecov.yml software healthy codecov.yml
__init__.py software healthy tests/__init__.py
conftest.py software warning tests/conftest.py
test_error_tracker.py software healthy tests/unit/test_error_tracker.py
test_nudges.py software healthy tests/unit/test_nudges.py
__init__.py software healthy tests/unit/__init__.py
test_runner.py software healthy tests/unit/test_runner.py
test_context_manager.py software healthy tests/unit/test_context_manager.py
test_steps.py software healthy tests/unit/test_steps.py
test_workflow.py software healthy tests/unit/test_workflow.py
test_guardrails.py software healthy tests/unit/test_guardrails.py
test_step_enforcer.py software healthy tests/unit/test_step_enforcer.py
test_eval_budget.py software healthy tests/unit/test_eval_budget.py
test_grounded_synthesis.py software healthy tests/unit/test_grounded_synthesis.py
test_response_validator.py software healthy tests/unit/test_response_validator.py
test_strategies.py software healthy tests/unit/test_strategies.py
test_data_gap_recovery_extended.py software healthy tests/unit/test_data_gap_recovery_extended.py
test_ollama_client.py software healthy tests/unit/test_ollama_client.py
test_inconsistent_api_recovery.py software healthy tests/unit/test_inconsistent_api_recovery.py
test_hardware.py software healthy tests/unit/test_hardware.py
test_argument_transformation.py software healthy tests/unit/test_argument_transformation.py
test_messages.py software healthy tests/unit/test_messages.py
test_proxy_handler.py software healthy tests/unit/test_proxy_handler.py
test_server.py software healthy tests/unit/test_server.py
test_context_thresholds.py software healthy tests/unit/test_context_thresholds.py
test_slot_worker.py software healthy tests/unit/test_slot_worker.py
test_anthropic_client.py software healthy tests/unit/test_anthropic_client.py
test_proxy_server.py software healthy tests/unit/test_proxy_server.py
test_llamafile_client.py software healthy tests/unit/test_llamafile_client.py
test_respond_tool.py software healthy tests/unit/test_respond_tool.py
test_templates.py software healthy tests/unit/test_templates.py
test_sampling_defaults.py software healthy tests/unit/test_sampling_defaults.py
test_proxy_convert.py software healthy tests/unit/test_proxy_convert.py
metrics.py software healthy tests/eval/metrics.py
__init__.py software healthy tests/eval/__init__.py
eval_runner.py software healthy tests/eval/eval_runner.py
significance.py software healthy tests/eval/significance.py
batch_eval.py software healthy tests/eval/batch_eval.py
report.py software healthy tests/eval/report.py
ablation.py software healthy tests/eval/ablation.py
tsconfig.app.json software healthy tests/eval/dashboard/tsconfig.app.json
vite.config.ts software warning tests/eval/dashboard/vite.config.ts
package.json software healthy tests/eval/dashboard/package.json
tsconfig.node.json software healthy tests/eval/dashboard/tsconfig.node.json
index.html software healthy tests/eval/dashboard/index.html

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
tests software healthy tests
unit software healthy tests/unit
eval software healthy tests/eval
dashboard software healthy tests/eval/dashboard
src software healthy tests/eval/dashboard/src
scenarios software healthy tests/eval/scenarios
docs software healthy docs
results software healthy docs/results
raw software healthy docs/results/raw
reforged software healthy docs/results/raw/reforged
decisions software healthy docs/decisions
scripts software healthy scripts
examples software healthy examples
.github software healthy .github
workflows software healthy .github/workflows
src software healthy src
forge software healthy src/forge
proxy software healthy src/forge/proxy
guardrails software healthy src/forge/guardrails
clients software healthy src/forge/clients
tools software healthy src/forge/tools
core software healthy src/forge/core
context software healthy src/forge/context
prompts software healthy src/forge/prompts

LabelLayerStatusPath
postgresql data healthy tests/eval/scenarios/_model_reasoning.py
redis data healthy tests/eval/scenarios/_model_reasoning.py
mysql data healthy tests/eval/scenarios/_model_reasoning.py
mongodb data healthy tests/eval/scenarios/_model_reasoning.py

LabelLayerStatusPath
port:9090 network healthy tests/unit/test_server.py
port:8080 network healthy tests/unit/test_server.py
port:18081 network healthy scripts/smoke_test_proxy.py

LabelLayerStatusPath
127.0.0.1 network healthy tests/unit/test_proxy_server.py
10.0.3.0 network healthy tests/eval/scenarios/_stateful_model_quality.py

LabelLayerStatusPath
repobility-clone-yvgrzicn software healthy /tmp/repobility-clone-yvgrzicn

LabelLayerStatusPath
kafka data healthy tests/eval/scenarios/_model_reasoning.py

LabelLayerStatusPath
gpu (detected) hardware healthy eval_rigs.json

LabelLayerStatusPath
App frontend healthy tests/eval/dashboard/src/App.tsx

LabelLayerStatusPath
gha::tests cicd healthy .github/workflows/tests.yml

LabelLayerStatusPath
test cicd healthy .github/workflows/tests.yml

LabelLayerStatusPath
CODECOV_TOKEN cicd healthy
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/7430f221-46c3-4fa9-9c80-8e0d3e844062/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/7430f221-46c3-4fa9-9c80-8e0d3e844062/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.