Project Review
● No confirmed defects · 1 anomalies
Anomalies are review candidates, not proven bugs.
Analysis cache: full_recompute
Start here: review confirmed findings first; then inspect the highest review-breadth targets before making broad changes.
What this answers
What needs attention?
What should I review if I change this?
Where is the evidence?
14
Files
63
Functions
0
Confirmed defects
47
Hotspots
28
State regions
751
Boundary calls
41
Motifs
137
Resolved calls
Review first
Review breadth is prioritization metadata, not defect truth.
| # | Target | Breadth | Files | State coupled | Boundaries |
|---|---|---|---|---|---|
| 1 | util.py | 132 | 7 | 1 | 99 |
| 2 | util.py | 130 | 6 | 1 | 98 |
| 3 | util.py | 115 | 7 | 0 | 87 |
| 4 | workspace.py | 105 | 4 | 0 | 79 |
| 5 | workspace.py | 104 | 4 | 0 | 77 |
| 6 | cli.py | 101 | 4 | 0 | 76 |
| 7 | workspace.py | 99 | 3 | 0 | 73 |
| 8 | query.py | 91 | 1 | 0 | 68 |
| 9 | workspace.py | 82 | 3 | 0 | 64 |
| 10 | workspace.py | 78 | 3 | 0 | 61 |
| 11 | util.py | 70 | 3 | 0 | 57 |
| 12 | workspace.py | 70 | 2 | 0 | 57 |
Current findings
Confirmed defects: 0
Anomalies: 1
Hotspots: 47
A hotspot means “review-worthy,” not “wrong.” Unknown remains unknown.
Scope
Repository → semantic graph → data/state closure → impact → findings
Python-only, static-first. Dynamic dispatch, reflection, native behavior, precise runtime path probability, and concurrency remain outside the current strong claim.
Findings
| Severity | Class | Type | Location | Symbol | Evidence statement |
|---|---|---|---|---|---|
| info | anomaly | duplicate_function_shape | : | Functions normalize to the same AST shape. | |
| info | hotspot | high_call_fanout | cli.py: | main | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | cli.py: | main | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | providers/adapter_result.py: | AdapterResultProvider.probe | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | high_call_fanout | providers/adapter_result.py: | AdapterResultProvider.ingest | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | providers/adapter_result.py: | AdapterResultProvider.ingest | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | providers/intent_text.py: | IntentTextProvider.ingest | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | providers/intent_text.py: | IntentTextProvider.ingest | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | providers/json_schema.py: | JSONSchemaProvider.ingest | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | providers/json_schema.py: | JSONSchemaProvider.ingest | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | providers/pbsio.py: | PBSIOProvider.ingest | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | providers/pbsio.py: | PBSIOProvider.ingest | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | providers/registry.py: | ProviderRegistry.probe_all | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | providers/registry.py: | ProviderRegistry.probe_all | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | providers/registry.py: | ProviderRegistry.resolve | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | providers/registry.py: | ProviderRegistry.resolve | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | query.py: | _total_metrics | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | query.py: | _total_metrics | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | query.py: | describe | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | query.py: | describe | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | query.py: | _node_search_rows | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | query.py: | _node_search_rows | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | query.py: | search | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | query.py: | search | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | query.py: | resolve_anchor | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | query.py: | resolve_anchor | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | query.py: | subgraph | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | query.py: | subgraph | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | query.py: | _bfs_edges | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | query.py: | _bfs_edges | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | query.py: | impact | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | query.py: | impact | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | query.py: | unknowns | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | query.py: | unknowns | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | query.py: | semantic_diff | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | query.py: | semantic_diff | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | runtime.py: | Runtime.invoke | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | runtime.py: | Runtime.invoke | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | workspace.py: | create_workspace | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | high_call_fanout | workspace.py: | _merge_records | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | workspace.py: | _merge_records | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | workspace.py: | _merge_evidence | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | workspace.py: | _merge_evidence | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | workspace.py: | commit_provider_result | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | workspace.py: | commit_provider_result | Many calls cross the resolved graph boundary. |
| info | hotspot | high_call_fanout | workspace.py: | import_pbsio_output | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | high_call_fanout | workspace.py: | Workspace.__init__ | High static call fan-out; review as an orchestration/hotspot node. |
| info | hotspot | boundary_heavy | workspace.py: | Workspace.__init__ | Many calls cross the resolved graph boundary. |
Impact Review
Direct means one-hop graph evidence. Derived means bounded resolved call paths plus shared-state coupling.
Functional shapes
| Motif | Instances |
|---|---|
| boundary_orchestration | 28 |
| orchestration_fanout | 9 |
| retry_candidate | 2 |
| read_modify_write | 2 |
Program structure
Resolved local calls: 137
Boundary calls: 751
State regions: 28
State writes: 27
Effect relations: 8
Source identity
| Path | Bytes | SHA-256 |
|---|---|---|
| __init__.py | 225 | 140cd610ec4b5488df… |
| cli.py | 2708 | 98bf252b377b7e156e… |
| operators.py | 2765 | fd049f8ebb2b0a61f1… |
| providers/__init__.py | 581 | 9e673f0779551a5e39… |
| providers/adapter_result.py | 2802 | 697d7a5d938d5d0b39… |
| providers/base.py | 419 | e3b44aff3044040925… |
| providers/intent_text.py | 3442 | f4a0c1443a1e4f2065… |
| providers/json_schema.py | 3955 | 5f772d6ed4364f3be7… |
| providers/pbsio.py | 4481 | 29a39498547beadff8… |
| providers/registry.py | 1734 | f8866b67868b17753d… |
| query.py | 13299 | 7c8efb4f67b5194e32… |
| runtime.py | 2719 | 790fad55713f74d3c5… |
| util.py | 596 | 0752ec24a61f739a80… |
| workspace.py | 13149 | c4ec94660981113796… |
Epistemic boundary
observed
- Python AST definitions
- imports
- call syntax
- control syntax
- source spans
- local file hashes
- SSA-like local definitions/uses
- self/cls/explicit-global state accesses
- module-binding reads
- explicit raise/except syntax
- definition-time Python name aliases
strongly_inferred
- local call target resolution
- parameter-container state regions
- effect hints
- branch/loop phi merges
- explicit exception catch matching
- structural motif candidates
unresolved
- runtime dispatch
- reflection
- native extension behavior
- external library semantics
- precise heap points-to beyond definition-time alias
- dynamic exception behavior from calls
- concurrency semantics