FinanceFlash/unvibecode

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Complex code hides connections, workflows, and business risks.Unvibe complex code. Trace business workflows.

Is FinanceFlash/unvibecode beginner-friendly?

The maintainers of FinanceFlash/unvibecode usually reply to a pull request within 1 day. 9 beginner-friendly issues are open now.

Stars: 141
Forks: 65
Open beginner issues: 9
Indexed issues: 87
Avg merge: 13m
Merged PRs (30d): 22

Dominant language: Jupyter Notebook
License: Apache-2.0
Last GitHub push: Oct 5, 2026
Latest indexed: Oct 6, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue

How to contribute to FinanceFlash/unvibecode

Read the contributing guide first: it says how the maintainers want changes proposed, tested and reviewed.
Your contributions will be published under the project's Apache-2.0 license.
Pick one of the 9 open beginner-friendly issues below and comment that you want to work on it before you start.

Beginner friendly Everything

Open All

Issues somebody may already be working on are listed last. List everything by date

[Issue] Silent redirection of review outputs to %USERPROFILE%\UnvibeCode\results leaves empty ./unvibecode_results on Windows without notification
Open
- Is something wrong?
Difficulty 3/5 1-2 days Newbie friendliness 55/100

FinanceFlash/unvibecode#230 · Opened Oct 11, 2026

Maintainers usually reply within 1 day
Python submodule imports lose dependency edges when a package contains init.py
Open
- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 55/100

FinanceFlash/unvibecode#229 · Opened Oct 11, 2026

Maintainers usually reply within 1 day
Add reproducibility metadata to review reports
Open
- Is something wrong?
Difficulty 3/5 1-2 days Newbie friendliness 57/100

FinanceFlash/unvibecode#228 · Opened Oct 10, 2026

Maintainers usually reply within 1 day
UnvibeCode Engineering Challenge 2026
Open
- Is something wrong?
Difficulty 5/5 Over a week Newbie friendliness 35/100

FinanceFlash/unvibecode#227 · Opened Oct 10, 2026

Maintainers usually reply within 1 day
Concurrent cache misses trigger redundant Internet Archive requests in getImagePool()
Open
- Is something wrong?
Difficulty 2/5 1-3 hours Newbie friendliness 78/100

FinanceFlash/unvibecode#226 · 2 comments · Opened Oct 10, 2026

Maintainers usually reply within 1 day
[Challenge 2026][Issue] Vendored dependencies inflate repository size estimates and trigger the large-repository cutoff
Open
- Is something wrong?
codegraph good first issue Technical

Difficulty 3/5 Half a day Newbie friendliness 50/100

FinanceFlash/unvibecode#225 · 2 comments · Opened Oct 10, 2026

Maintainers usually reply within 1 day
[UnvibeCode Engineering Challenge 2026 — Cohort 2 - Track 1] Risk Findings misses cross-user deletion of plagiarism evidence in delete_account
Open
- Is something wrong?
Business Review Technical

Difficulty 4/5 3-5 days Newbie friendliness 42/100

FinanceFlash/unvibecode#224 · 1 comment · Opened Oct 10, 2026

Maintainers usually reply within 1 day
[Challenge 2026][Issue] Download-size dropdown shows ~45K tokens for a repository of only ~3.4K tokens
Open
- Is something wrong?
Difficulty 3/5 Half a day Newbie friendliness 55/100

FinanceFlash/unvibecode#223 · Opened Oct 10, 2026

Maintainers usually reply within 1 day
Fast Lane symbol graph cap (1,000 edges) renders only 420/1,179 files, leaving 574 precomputed context downloads unreachable through canvas UI
Open
- Is something wrong?
codegraph P0 Technical

Difficulty 4/5 1-2 days Newbie friendliness 35/100

FinanceFlash/unvibecode#222 · 1 comment · Opened Oct 10, 2026

Maintainers usually reply within 1 day
[UX] Explain unavailable business workflow and risk results in partial reports
Open
- Is something wrong?
Difficulty 3/5 1-2 days Newbie friendliness 55/100

FinanceFlash/unvibecode#221 · 2 comments · Opened Oct 10, 2026

Maintainers usually reply within 1 day
[Issue] UI silently fails to show the Connected Code Map when the backend runs out of API credits
Open
- Is something wrong?
Difficulty 3/5 1-2 days Newbie friendliness 50/100

FinanceFlash/unvibecode#220 · Opened Oct 9, 2026

Maintainers usually reply within 1 day
[Issue] Test suite files assigned E1 direct evidence for core workflows, triggering WORKER_EVENT_CONSUMER component misclassification
Open
- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 42/100

FinanceFlash/unvibecode#219 · Opened Oct 9, 2026

Maintainers usually reply within 1 day
[Bug] UnicodeEncodeError on Windows during redirected stdout / legacy consoles due to 'cp1252' charmap encoding with '\u25cf'
Open
- Is something wrong?
Difficulty 2/5 1-3 hours Newbie friendliness 70/100

FinanceFlash/unvibecode#218 · Opened Oct 9, 2026

Maintainers usually reply within 1 day
Unhandled Unicode characters ('●', '✓', progress bar) crash CLI with UnicodeEncodeError on Windows default console (cp1252)
Open
- Is something wrong?
Difficulty 3/5 1-2 days Newbie friendliness 62/100

FinanceFlash/unvibecode#217 · Opened Oct 9, 2026

Maintainers usually reply within 1 day
[Challenge 2026][Engineering Issue] Business Workflow Map cites abstract SessionInterface methods as evidence for signed-cookie persistence
Open
- Is something wrong?
Difficulty 3/5 1-2 days Newbie friendliness 50/100

FinanceFlash/unvibecode#216 · Opened Oct 8, 2026

Maintainers usually reply within 1 day
Risk review missed a reproducible concurrency issue in the payment workflow
Open
- Is something wrong?
Business Review Product

Difficulty 5/5 Over a week Newbie friendliness 15/100

FinanceFlash/unvibecode#215 · 2 comments · Opened Oct 8, 2026

Maintainers usually reply within 1 day
Risk finding on TraceHawk correctly flags silent failure handling
Open
- Is something wrong?
New workflow

Difficulty 4/5 3-5 days Newbie friendliness 32/100

FinanceFlash/unvibecode#214 · 2 comments · Opened Oct 8, 2026

Maintainers usually reply within 1 day
[Issue] Push-delivery poison-row finding overlooks Prisma and SQL cascade deletion
Open
- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 28/100

FinanceFlash/unvibecode#213 · Opened Oct 8, 2026

Maintainers usually reply within 1 day
Risk review flags the rate-limited /api/ai route but misses an unthrottled sibling route that mints paid Twilio TURN credentials
Open
- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 35/100

FinanceFlash/unvibecode#212 · 1 comment · Opened Oct 8, 2026

Maintainers usually reply within 1 day
[Issue] Risk Findings reports no risks despite un-awaited validateJWT() and missing ownership checks
Open
- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 30/100

FinanceFlash/unvibecode#211 · Opened Oct 8, 2026

Maintainers usually reply within 1 day
[Issue] Finding labeled "established" while basis is inferred; inferred business rule ignores `*Pool` naming in the same response
Open
- Is something wrong?
Difficulty 3/5 1-2 days Newbie friendliness 45/100

FinanceFlash/unvibecode#210 · Opened Oct 8, 2026

Maintainers usually reply within 1 day
[Issue] Detect missing server-side payment verification in business risk review
Open
- Is something wrong?
bug business risk

Difficulty 5/5 Over a week Newbie friendliness 22/100

FinanceFlash/unvibecode#209 · 2 comments · Opened Oct 8, 2026

Maintainers usually reply within 1 day
[Issue] Fast Lane Symbol Resolver drops module-level object instantiations (FastAPI router, Flask app), breaking Connected Code graph edges
Open
- Is something wrong?
bug codegraph P0 Parsing

Difficulty 4/5 3-5 days Newbie friendliness 55/100

FinanceFlash/unvibecode#208 · 1 comment · Opened Oct 8, 2026

Maintainers usually reply within 1 day
[Issue] Distinguish example-application workflows from core repository workflows
Open
- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 48/100

FinanceFlash/unvibecode#207 · Opened Oct 8, 2026

Maintainers usually reply within 1 day
[Issue] Coverage config references jinja2 instead of itsdangerous
Open
- Is something wrong?
Difficulty 1/5 Under an hour Newbie friendliness 86/100

FinanceFlash/unvibecode#206 · Opened Oct 8, 2026

Maintainers usually reply within 1 day
[Issue] Rust AST Engine Fails on Visibility Re-Exports (`pub use`) and Scoped Relative Imports (`super::` / `self::`)
Open
- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 56/100

FinanceFlash/unvibecode#205 · Opened Oct 8, 2026

Maintainers usually reply within 1 day
[UnvibeCode Engineering Challenge 2026 — Cohort 2 - Track 1] Risk Findings misses privilege escalation: public /register accepts client-supplied role "admin"
Open
- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 42/100

FinanceFlash/unvibecode#204 · Opened Oct 8, 2026

Maintainers usually reply within 1 day
[Bug] TRAFFIC_TOKEN is read but not used in GitHub API Authorization header
Open
- Is something wrong?
Difficulty 1/5 Under an hour Newbie friendliness 85/100

FinanceFlash/unvibecode#203 · 1 comment · Opened Oct 8, 2026

Maintainers usually reply within 1 day
UnicodeEncodeError crash on Windows due to unhandled character map
Open
- Is something wrong?
Difficulty 1/5 Under an hour Newbie friendliness 85/100

FinanceFlash/unvibecode#202 · Opened Oct 8, 2026

Maintainers usually reply within 1 day
Business workflow analysis fragments Flask request lifecycle and introduces redundant code slices
Open
- Is something wrong?
business workflow P0

Difficulty 5/5 Over a week Newbie friendliness 35/100

FinanceFlash/unvibecode#201 · 1 comment · Opened Oct 7, 2026

Maintainers usually reply within 1 day
Request lifecycle pipeline fragmented across redundant workflows with overlapping code slices
Open
- Is something wrong?
Difficulty 3/5 Half a day Newbie friendliness 68/100

FinanceFlash/unvibecode#200 · Opened Oct 7, 2026

Maintainers usually reply within 1 day
[UnvibeCode Challenge - Track 1] PermissionError [WinError 5] on resolved_graph.json in Temp causes PARTIAL review on Windows (intermittent)
Open
- Is something wrong?
Difficulty 3/5 1-2 days Newbie friendliness 62/100

FinanceFlash/unvibecode#199 · 1 comment · Opened Oct 7, 2026

Maintainers usually reply within 1 day
[Issue] Business Workflow Map can infer functional service discovery from static UI controls
Open
- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 43/100

FinanceFlash/unvibecode#198 · Opened Oct 7, 2026

Maintainers usually reply within 1 day
[Issue] Make workflow evidence directly navigable to supporting code
Open
- Is something wrong?
business workflow Product

Difficulty 3/5 1-2 days Newbie friendliness 62/100

FinanceFlash/unvibecode#197 · 3 comments · Opened Oct 7, 2026

Maintainers usually reply within 1 day
[Issue] Connected Code Map omits browser fetch-to-FastAPI route connections
Open
- Is something wrong?
bug P0 Technical

Difficulty 3/5 Half a day Newbie friendliness 70/100

FinanceFlash/unvibecode#196 · 2 comments · Opened Oct 6, 2026

Maintainers usually reply within 1 day
[Challenge 2026] Business Workflow Map incorrectly limits request dispatch to class-based views
Open
- Is something wrong?
Difficulty 2/5 1-3 hours Newbie friendliness 72/100

FinanceFlash/unvibecode#194 · Opened Oct 5, 2026

Maintainers usually reply within 1 day
[Issue] Make partial review coverage clear when a workflow stage fails
Open
- Is something wrong?
Business Review Product

Difficulty 4/5 3-5 days Newbie friendliness 52/100

FinanceFlash/unvibecode#193 · 1 comment · Opened Oct 5, 2026

Maintainers usually reply within 1 day
[UnvibeCode Challenge - Track 1] Connected Code Map renders completely blank for Python/Streamlit repository
Open
- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 48/100

FinanceFlash/unvibecode#192 · 1 comment · Opened Sep 30, 2026

Maintainers usually reply within 1 day
Security: Escape user input in AI Assistant chat
Open
- Is something wrong?
P2

Difficulty 1/5 Under an hour Newbie friendliness 85/100

FinanceFlash/unvibecode#191 · Opened Sep 30, 2026

Maintainers usually reply within 1 day
[Issue] "Partial Coverage" in Risk Review creates a false sense of security
Open
- Is something wrong?
Business Review P0 Product

Difficulty 3/5 Half a day Newbie friendliness 58/100

FinanceFlash/unvibecode#159 · Opened Aug 31, 2026

Maintainers usually reply within 1 day
[Issue] TypeScript dotted module names are mistaken for file extensions
Open
- Is something wrong?
P0 Parsing Technical

Difficulty 3/5 1-2 days Newbie friendliness 72/100

FinanceFlash/unvibecode#158 · Opened Aug 31, 2026

Maintainers usually reply within 1 day
[Issue] Show a clear data-processing notice before hosted analysis
Open
- Is something wrong?
Installation P0 Product

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

FinanceFlash/unvibecode#157 · Opened Aug 30, 2026

Maintainers usually reply within 1 day
[Issue] Surface deterministic evidence repairs instead of reporting PASSED
Open
- Is something wrong?
business workflow P0 Product

Difficulty 5/5 Over a week Newbie friendliness 35/100

FinanceFlash/unvibecode#155 · 1 comment · Opened Aug 29, 2026

Maintainers usually reply within 1 day
TypeScript @/* path aliases are skipped instead of resolved
Open
- Is something wrong?
P0 Parsing Technical

Difficulty 4/5 3-5 days Newbie friendliness 52/100

FinanceFlash/unvibecode#153 · Opened Aug 27, 2026

Maintainers usually reply within 1 day
[Challenge 2026][Issue] Business Risk Findings conflate TYPE_CHECKING-only imports with real runtime dependency cycles
Open
- Is something wrong?
Business Review business risk good first issue P0 Product

Difficulty 4/5 3-5 days Newbie friendliness 48/100

FinanceFlash/unvibecode#150 · Opened Aug 26, 2026

Maintainers usually reply within 1 day
[Challenge 2026][Issue] Warn when built-in directory filters hide supported source files
Open
- Is something wrong?
good first issue P0 Parsing Technical

Difficulty 4/5 3-5 days Newbie friendliness 55/100

FinanceFlash/unvibecode#148 · Opened Aug 24, 2026

Maintainers usually reply within 1 day
Connected Code Map reports an incorrect Python import relationship
Open
- Is something wrong?
P0 Parsing Technical

Difficulty 4/5 3-5 days Newbie friendliness 48/100

FinanceFlash/unvibecode#147 · 1 comment · Opened Aug 23, 2026

Maintainers usually reply within 1 day
[Challenge 2026] [ISSUE] Connected Code Map appears to flatten multi-hop import chains into direct hub edges
Open
- Is something wrong?
P0 Parsing Product

Difficulty 4/5 3-5 days Newbie friendliness 45/100

FinanceFlash/unvibecode#143 · Opened Aug 22, 2026

Maintainers usually reply within 1 day
[Issue] Business Workflow Review fails after Step 03 request timeouts
Open
- Is something wrong?
business workflow P1 Technical

Difficulty 4/5 3-5 days Newbie friendliness 48/100

FinanceFlash/unvibecode#142 · Opened Aug 21, 2026

Maintainers usually reply within 1 day
[Issue] Make risk severity reflect evidence confidence
Open
- Is something wrong?
Business Review P0 Product

Difficulty 5/5 Over a week Newbie friendliness 38/100

FinanceFlash/unvibecode#141 · Opened Aug 21, 2026

Maintainers usually reply within 1 day

FinanceFlash/unvibecode

Is FinanceFlash/unvibecode beginner-friendly?

How to contribute to FinanceFlash/unvibecode

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