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xz0831/ai-litellm-fabric

https://github.com/xz0831/ai-litellm-fabric · scanned 2026-06-16 01:04 UTC (2 months, 1 week ago)

24 raw signals (0 security + 24 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 20 actionable findings from 1 signal source. 4 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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77.8% cov · 20 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 4 Low 13 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 20 Crowd 0 Layer: Software 6 Frontend 1 Cicd 1 Quality 12

Exclude dismissed / FP Exclude test files

All 107 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.

Label	Layer	Status	Path
`_positive_int`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:44`
`_bool_enabled`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:52`
`_read_config_payload`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:60`
`_read_config_policy`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:72`
`_read_cost_guardrail_policy`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:90`
`_policy_value`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:112`
`_model_names`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:120`
`_per_model_cap`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:137`
`gateway_output_cap`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:148`
`clamp_token_reservations`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:182`
`_iter_text`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:197`
`estimate_input_tokens`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:222`
`requested_output_tokens`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:246`
`gateway_cost_guardrail_decision`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:251`
`enforce_cost_guardrail`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:287`
`async_pre_call_deployment_hook`	software	dead	`config/ai_litellm_callbacks/output_clamp.py:300`
`__init__`	software	healthy	`scripts/verify_litellm_token_clamp.py:40`
`append`	software	healthy	`scripts/verify_litellm_token_clamp.py:45`
`snapshot`	software	healthy	`scripts/verify_litellm_token_clamp.py:49`
`find_free_port`	software	healthy	`scripts/verify_litellm_token_clamp.py:54`
`make_mock_handler`	software	healthy	`scripts/verify_litellm_token_clamp.py:61`
`log_message`	software	dead	`scripts/verify_litellm_token_clamp.py:65`
`_send_json`	software	healthy	`scripts/verify_litellm_token_clamp.py:68`
`do_GET`	software	dead	`scripts/verify_litellm_token_clamp.py:76`
`do_POST`	software	dead	`scripts/verify_litellm_token_clamp.py:88`
`run_mock_provider`	software	healthy	`scripts/verify_litellm_token_clamp.py:135`
`write_callback`	software	healthy	`scripts/verify_litellm_token_clamp.py:149`
`materialize_callback_module`	software	healthy	`scripts/verify_litellm_token_clamp.py:267`
`write_config`	software	healthy	`scripts/verify_litellm_token_clamp.py:293`
`request_json`	software	healthy	`scripts/verify_litellm_token_clamp.py:344`
`wait_for_proxy`	software	healthy	`scripts/verify_litellm_token_clamp.py:367`
`run_litellm_proxy`	software	healthy	`scripts/verify_litellm_token_clamp.py:384`
`run_case`	software	healthy	`scripts/verify_litellm_token_clamp.py:428`
`token_values`	software	healthy	`scripts/verify_litellm_token_clamp.py:501`
`main`	software	healthy	`scripts/verify_litellm_token_clamp.py:512`
`max_seen`	software	healthy	`scripts/verify_litellm_token_clamp.py:637`
`find_free_port`	software	healthy	`scripts/verify_tool_call_fidelity.py:42`
`__init__`	software	healthy	`scripts/verify_tool_call_fidelity.py:53`
`append`	software	healthy	`scripts/verify_tool_call_fidelity.py:57`
`snapshot`	software	healthy	`scripts/verify_tool_call_fidelity.py:61`
`make_mock_handler`	software	healthy	`scripts/verify_tool_call_fidelity.py:66`
`log_message`	software	dead	`scripts/verify_tool_call_fidelity.py:68`
`_send`	software	healthy	`scripts/verify_tool_call_fidelity.py:71`
`do_GET`	software	dead	`scripts/verify_tool_call_fidelity.py:79`
`do_POST`	software	dead	`scripts/verify_tool_call_fidelity.py:83`
`wait_for_http`	software	healthy	`scripts/verify_tool_call_fidelity.py:132`
`post_messages`	software	healthy	`scripts/verify_tool_call_fidelity.py:154`
`_tool_use_block`	software	healthy	`scripts/verify_tool_call_fidelity.py:183`
`_text_blocks`	software	healthy	`scripts/verify_tool_call_fidelity.py:190`
`run_cases`	software	healthy	`scripts/verify_tool_call_fidelity.py:194`

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

Label	Layer	Status	Path
`README.md`	software	healthy	`README.md`
`litellm_config.yaml`	software	healthy	`config/litellm_config.yaml`
`context-observations.json`	software	healthy	`config/ai-litellm/context-observations.json`
`settings.json`	software	healthy	`config/ai-litellm/settings.json`
`lib.zsh`	software	healthy	`config/ai-litellm/lib.zsh`
`claude.json`	software	healthy	`config/ai-litellm/harnesses/claude.json`
`schema.json`	software	healthy	`config/ai-litellm/harnesses/schema.json`
`goose.json`	software	healthy	`config/ai-litellm/harnesses/goose.json`
`opencode.json`	software	healthy	`config/ai-litellm/harnesses/opencode.json`
`codex.json`	software	healthy	`config/ai-litellm/harnesses/codex.json`
`output_clamp.py`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py`
`__init__.py`	software	healthy	`config/ai_litellm_callbacks/__init__.py`
`settings.json`	software	healthy	`config/codex-litellm/settings.json`
`shell.zsh`	software	healthy	`config/codex-litellm/shell.zsh`
`settings.json`	software	healthy	`config/claude-litellm/settings.json`
`shell.zsh`	software	healthy	`config/claude-litellm/shell.zsh`
`APPLYING_MODELS_TO_HARNESSES.md`	software	healthy	`docs/APPLYING_MODELS_TO_HARNESSES.md`
`CODEX_RECOMMENDATION_CAPABILITY_OBSERVABILITY.md`	software	healthy	`docs/CODEX_RECOMMENDATION_CAPABILITY_OBSERVABILITY.md`
`AI_AGENT_LITELLM_ARCHITECTURE.md`	software	healthy	`docs/AI_AGENT_LITELLM_ARCHITECTURE.md`
`MODEL_HARNESS_CONTEXT_AUDIT_FOR_CODEX.md`	software	healthy	`docs/MODEL_HARNESS_CONTEXT_AUDIT_FOR_CODEX.md`
`DESIGN_RATIONALE.md`	software	healthy	`docs/DESIGN_RATIONALE.md`
`verify_litellm_token_clamp.py`	software	healthy	`scripts/verify_litellm_token_clamp.py`
`install.zsh`	software	healthy	`scripts/install.zsh`
`verify_tool_call_fidelity.py`	software	healthy	`scripts/verify_tool_call_fidelity.py`
`uninstall.zsh`	software	healthy	`scripts/uninstall.zsh`
`check.zsh`	software	healthy	`scripts/check.zsh`
`ci.yml`	software	healthy	`.github/workflows/ci.yml`

Label	Layer	Status	Path
`config`	software	healthy	`config`
`ai-litellm`	software	healthy	`config/ai-litellm`
`harnesses`	software	healthy	`config/ai-litellm/harnesses`
`ai_litellm_callbacks`	software	healthy	`config/ai_litellm_callbacks`
`codex-litellm`	software	healthy	`config/codex-litellm`
`claude-litellm`	software	healthy	`config/claude-litellm`
`docs`	software	healthy	`docs`
`scripts`	software	healthy	`scripts`
`.github`	software	healthy	`.github`
`workflows`	software	healthy	`.github/workflows`

Label	Layer	Status	Path
`CustomLogger`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:16`
`GatewayCostGuardrailError`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:40`
`GatewayOutputClamp`	software	healthy	`config/ai_litellm_callbacks/output_clamp.py:299`
`MockRecord`	software	healthy	`scripts/verify_litellm_token_clamp.py:33`
`MockState`	software	healthy	`scripts/verify_litellm_token_clamp.py:39`
`Handler`	software	healthy	`scripts/verify_litellm_token_clamp.py:62`
`MockState`	software	healthy	`scripts/verify_tool_call_fidelity.py:50`
`Handler`	software	healthy	`scripts/verify_tool_call_fidelity.py:67`

Label	Layer	Status	Path
`check`	cicd	healthy	`.github/workflows/ci.yml`
`token-clamp`	cicd	healthy	`.github/workflows/ci.yml`
`tool-fidelity`	cicd	healthy	`.github/workflows/ci.yml`

Label	Layer	Status	Path
`port:443`	network	healthy	`config/ai-litellm/lib.zsh`
`port:80`	network	healthy	`config/ai-litellm/lib.zsh`

Label	Layer	Status	Path
`repobility-clone-9xyux7s1`	software	healthy	`/tmp/repobility-clone-9xyux7s1`

Label	Layer	Status	Path
`sqlite`	data	healthy	`README.md`

Label	Layer	Status	Path
`127.0.0.1`	network	healthy	`README.md`

Label	Layer	Status	Path
`auth::config/ai-litellm/lib.zsh`	security	healthy	`config/ai-litellm/lib.zsh`

Label	Layer	Status	Path
`gha::ci`	cicd	healthy	`.github/workflows/ci.yml`

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xz0831/ai-litellm-fabric

Complete repo analysis

function 50+

file 27

directory 10

class 8

job 3

port 2

repo 1

database 1

service 1

auth 1

pipeline 1