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cmooref17/OpenFlip

https://github.com/cmooref17/OpenFlip · scanned 2026-06-17 01:49 UTC (1 month, 1 week ago)

102 raw signals (0 security + 102 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ +1.3 (diff) · 82 actionable findings from 1 signal source. 20 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
78.0
/100
Security checks
78
0 findings
System graph
78
66.7% cov · 82 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 3 Medium 3 Low 35 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 82 Crowd 0 Layer: Software 19 Quality 60 Security 3
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Scan summary Repository scanned at 78.0/100 with 66.7% coverage. It contains 1048 nodes across 21 cross-layer flows, written primarily in mixed languages. Engine surfaced 102 findings — concentrated in quality (74), software (25), security (3). Risk profile is high: 0 critical, 3 high, 3 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 41 of 82 actionable findings. 102 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph security auth conf 1.00 Flask mutation route `login` without `@login_required` — openflip/web/app.py:137
Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.
openflip/web/app.py:137 securityAuth flask unauth route
high System graph security auth conf 1.00 Flask mutation route `setup` without `@login_required` — openflip/web/app.py:113
Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.
openflip/web/app.py:113 securityAuth flask unauth route
high System graph security auth conf 1.00 Flask mutation route `trigger_agent` without `@login_required` — openflip/web/app.py:787
Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.
openflip/web/app.py:787 securityAuth flask unauth route
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 15 placeholder/mock markers across 8 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
2 test file(s) for 78 source file(s) (ratio 0.03). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 21 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 14 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: openflip/openai_conversation.py:load, openflip/anthropic_conversation.py:load This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
14 occurrences
repo-level (14 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: openflip/models_ui.py:on_timeout, openflip/agent_ui.py:on_timeout, openflip/agent_ui.py:on_timeout, openflip/agents_ui.py:on_timeout This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Co…
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: openflip/models_ui.py:callback, openflip/models_ui.py:callback, openflip/models_ui.py:callback, openflip/models_ui.py:callback This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolid…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: openflip/agents_ui.py:callback, openflip/agents_ui.py:callback, openflip/agents_ui.py:callback, openflip/agents_ui.py:callback This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolid…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 7 places
Functions with the same first-5-line body hash: openflip/agent_ui.py:callback, openflip/agent_ui.py:callback, openflip/agent_ui.py:callback, openflip/agent_ui.py:callback This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate …
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: openflip/toolset_ui.py:callback, openflip/toolset_ui.py:callback, openflip/toolset_ui.py:callback, openflip/toolset_ui.py:callback This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Cons…
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_migrate_if_legacy` in openflip/agent_state.py:56
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `latest_backup` in openflip/commands.py:203
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: aclose
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/openai_conversation.py:1167
low System graph software Dead code conf 1.00 Possibly dead Python function: aclose
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/anthropic_conversation.py:1502
low System graph software Dead code conf 1.00 Possibly dead Python function: blue
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/utils.py:38
low System graph software Dead code conf 1.00 4 occurrences Possibly dead Python function: callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
4 files, 4 locations
openflip/agent_ui.py:606
openflip/agents_ui.py:267
openflip/models_ui.py:121
openflip/toolset_ui.py:377
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_image_attachments
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/pipeline.py:206
low System graph software Dead code conf 1.00 Possibly dead Python function: fs_decode
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/_conversation_io.py:77
low System graph software Dead code conf 1.00 Possibly dead Python function: green
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/utils.py:37
low System graph software Dead code conf 1.00 4 occurrences Possibly dead Python function: interaction_check
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
4 files, 4 locations
openflip/agent_ui.py:563
openflip/agents_ui.py:291
openflip/models_ui.py:143
openflip/toolset_ui.py:273
low System graph software Dead code conf 1.00 Possibly dead Python function: log_task_exception
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/utils.py:82
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_sse_stream
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/_anthropic_stream.py:34
low System graph software Dead code conf 1.00 Possibly dead Python function: purge_older_than
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/usage_ledger.py:387
low System graph software Dead code conf 1.00 Possibly dead Python function: query_usage
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/usage_ledger.py:222
low System graph software Dead code conf 1.00 Possibly dead Python function: reload_config
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/config_global.py:22
low System graph software Dead code conf 1.00 Possibly dead Python function: safe_channel_send
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/discord_io.py:22
low System graph software Dead code conf 1.00 Possibly dead Python function: safe_filename
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/utils.py:156
low System graph software Dead code conf 1.00 Possibly dead Python function: set_offline
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/agent_state.py:196
low System graph software Dead code conf 1.00 Possibly dead Python function: split_for_discord
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/discord_io.py:41
low System graph software Dead code conf 1.00 Possibly dead Python function: tail_events
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/events_log.py:125
low System graph software Dead code conf 1.00 Possibly dead Python function: wrapped_progress_cb
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
openflip/commands.py:1077
low System graph quality Integrity conf 1.00 Stub function `send_file` (body is just `pass`/`return`) — openflip/transports/null.py:98
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Complexity conf 1.00 Very large file: openflip/anthropic_conversation.py (2351 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: openflip/commands.py (1163 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: openflip/openai_conversation.py (1923 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: openflip/runtime.py (3844 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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