Nim Defect Analysis
A finding is real when you can demonstrate it; until then it is a hypothesis. Focus on finding and confirming defects, not on elaborate triage mechanics.
Rules
Look Broadly
Review the code for correctness and reliability defects. Do not restrict attention to a fixed checklist of patterns or API names. Common bug sites include:
- parsing, decoding, deserialization, and any external input handling
- indexing, slicing, integer arithmetic, and size conversions
- allocation and accumulation in
string,seq, buffers, tables, and queues - async I/O, cancellation, shared state, and callbacks
- C FFI,
ptr,cstring,cast,{.emit.}, manual allocation - custom
=destroy,=copy,=dup,=sink, and=wasMoved - exception boundaries where
Defectmay escapeCatchableErrorhandlers - logic errors, off-by-one, wrong conditions, missing cases
This list is illustrative, not exhaustive. If something looks wrong, investigate it regardless of whether it matches a known pattern.
Search Efficiently
Use rg to locate risky operations quickly — parsing functions, allocation,
pointer operations, casts, FFI imports, ownership hooks. But also read the code
to understand its logic. Many bugs are logic errors that no pattern search will
find.
Trace Across Function Boundaries
Most false positives and false negatives come from incomplete cross-function reasoning. Do not stop at the function where a risky operation sits.
When a function calls another function with external input:
- Read the callee. Does it validate, bounds-check, or truncate the input?
- Check what the callee returns. Does it return a consumed length, a partial result, or an error code the caller might ignore?
- Trace the data path through every intermediate function, not just the entry point and the crash site.
- Read type definitions and
when defined(...)branches that affect the path.
If you cannot trace the full path from input to failure, you do not have a
complete trace. Say so and mark the finding SUSPECTED.
Classify By Evidence, Not Feelings
Use four classes. They describe what you have done, not how confident you feel.
| Class | Means |
|---|---|
CONFIRMED | A reproducer, sanitizer, or test demonstrates the failure. |
TRACED | Complete static trace from external input to the failure, but no reproducer yet. |
SUSPECTED | Partial trace or unclear control flow. Something looks wrong but the path is not fully verified. |
FALSE_POSITIVE | A guard, type constraint, catch boundary, or unreachable path blocks the issue. |
Do not assign numbers. Do not invent probability or confidence scores. State what you found and what evidence you have.
Test Guards, Do Not Debate Them
If you are unsure whether a guard blocks a path, write a reproducer that tests it. Do not spend time reasoning about whether a guard is sufficient when a three-line test can settle it.
Common guard questions a reproducer can answer:
- Does
except CatchableErrorcatch this exception?Defectsubclasses (IndexDefect,OverflowDefect,AssertionDefect) are not caught by it. - Does
-d:dangerchange the behavior?assertand range checks are disabled;doAssertremains active. - Does a bounds check, limit, range conversion, or parser guard actually block the input shape you are testing?
- Does a consumed-length parser leave trailing input unvalidated?
Use Compiler And Runtime As Primary Evidence
Compiler output, runtime behavior, and sanitizer reports are stronger evidence than pure reasoning. The hybrid approach — use tools, then reason about their output — produces fewer false positives than reasoning alone.
Build and run reproducers with nim c -r. Use doAssert for assertions, not
assert — assert is compiled out under -d:danger.
Default build:
bashnim c -r repro.nim
Additional modes when the bug depends on them:
bashnim c --panics:on -r repro.nim # Defect termination behavior nim c -d:danger -r repro.nim # Overflow and assertion behavior nim c --mm:arc -r repro.nim # Ownership and hook behavior
Sanitizers for unsafe memory, FFI, or manual allocation:
bashnim c --cc:clang -g -d:noSignalHandler -d:useMalloc \ --passC:"-fsanitize=address,undefined -fno-omit-frame-pointer" \ --passL:"-fsanitize=address,undefined -fno-omit-frame-pointer" \ -r repro.nim
useMalloc exposes Nim allocations to ASan. noSignalHandler lets ASan report
signal-based crashes.
Check For Guards
Before reporting, verify whether the path is actually reachable:
- Does external input reach the defect site?
- Is there a bounds check, limit, range type, or parser guard?
- Does a
catchboundary catch the exception?Defectsubclasses (IndexDefect,OverflowDefect,AssertionDefect) are not caught byexcept CatchableError. - Does
-d:dangerchange the behavior? - Are there
when defined(...)branches that affect the path? - For parser defects: check whether functions that return a consumed length leave trailing input unvalidated.
- For FFI defects: check pointer lifetime, nullability, struct layout, calling convention, and string ownership.
- For ownership-hook defects: check move-after-destroy, self-copy, zero-length allocation, and destroy-after-move.
If a guard blocks the path, report FALSE_POSITIVE with the blocking line.
Report Concisely
Each finding needs:
- file and line
- what is wrong
- how input reaches it
- expected vs actual behavior
- evidence: reproducer command and output for
CONFIRMED, complete static trace forTRACED, partial trace and what is missing forSUSPECTED, blocking guard forFALSE_POSITIVE - remediation direction
Keep the report short. Prefer a few well-evidenced findings over many speculative ones.
Workflow
- Read the code. Understand what it does, where input enters, and where sensitive operations happen. Read callee functions and type definitions, not just the entry point. Look for anything that could go wrong.
- Trace candidate defects. For each suspicious site, trace the full path
from input to the operation across function boundaries. Check for guards
along the way. If you cannot complete the trace, mark it
SUSPECTEDand say what is missing. - Write a minimal reproducer. Confirm the bug with the smallest possible
input. If a guard's sufficiency is unclear, test it with a reproducer
instead of debating it. If you cannot reproduce a traced finding, keep it as
TRACEDand state what is missing. - Report. List
CONFIRMEDfindings with reproducer evidence,TRACEDfindings with their complete static traces,SUSPECTEDfindings with what is missing, andFALSE_POSITIVEfindings with the blocking guard.
Common Mistakes
| Mistake | Why it is wrong |
|---|---|
Marking a source-only claim CONFIRMED | Confirmation requires executable evidence. |
| Stopping the trace at the function with the risky API | Most false positives come from not reading callees and cross-function data flow. |
| Debating whether a guard blocks a path instead of testing it | A three-line reproducer settles it faster and more reliably. |
| Reporting a risky API call without a reachable path | API presence is not a defect. |
Ignoring Defect vs CatchableError | IndexDefect, OverflowDefect, and AssertionDefect escape ordinary handlers. |
Treating assert as a reliable guard | assert is compiled out in -d:danger; use doAssert in tests. |
| Assigning numerical confidence scores | Numbers add false precision without improving the analysis. |
References
No reference files.


