AI Slop Code Risk Monitor

manticoresoftware/manticoresearch

SlopCodeMonitor badge for manticoresoftware/manticoresearch Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

Open-source search database for full-text, vector, and hybrid search with real-time indexing and SQL.

1.4 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for manticoresoftware/manticoresearch, a C++ project with 12,073 GitHub stars. SynthScan examined 751,209 lines of code across 2251 source files, recording 955 pattern matches distributed across 15 syntactic categories. The legacy adjusted pattern signal is 1.4 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

1.4
Adjusted Signal
1.4
Raw Pattern Score
100%
Time Factor
2026-10-31
Last Push
12.1K
Stars
C++
Language
751.2K
Lines of Code
2.3K
Files
955
Pattern Hits
2026-10-31
Scan Date
0.00
HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 5.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 865 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 77 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 13 finding(s).

PR Review Velocity Impact 6.5/100 · LOW

Which changes need focused human review? 955 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 5MEDIUM 19LOW 931

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 955 distinct pattern matches across 15 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block837 hits · 837 pts
SeverityFileLineSnippetContext
LOWmisc/build-local-test-kit.sh1#!/bin/bashCOMMENT
LOWmisc/wordbreak.pl1#COMMENT
LOWmisc/wordbreak.pl21#COMMENT
LOW.github/workflows/pack_publish.yml261# steps:COMMENT
LOWapi/sphinxapi.php1<?phpCOMMENT
LOWapi/sphinxapi.php21// rather than the native SphinxAPI.COMMENT
LOWapi/sphinxapi.php121define ( "SPH_UPDATE_STRING", 2 );COMMENT
LOWapi/libsphinxclient/sphinxclient.c1//COMMENT
LOWapi/libsphinxclient/sphinxclient.c21#define _CRT_SECURE_NO_DEPRECATE 1COMMENT
LOWapi/libsphinxclient/sphinxclient.c41 // Win-specific headers, calls, librariesCOMMENT
LOWapi/libsphinxclient/sphinxclient.h1//COMMENT
LOWapi/libsphinxclient/sphinxclient.h261#ifdef __cplusplusCOMMENT
LOWapi/libsphinxclient/test.c1//COMMENT
LOWapi/ruby/lib/sphinx/client.rb1# = client.rb - Sphinx Client APICOMMENT
LOWapi/ruby/lib/sphinx/client.rb421 @anchor = { 'attrlat' => attrlat, 'attrlong' => attrlong, 'lat' => lat, 'long' => long }COMMENT
LOWapi/ruby/lib/sphinx/client.rb441 # * @group - groupby function value;COMMENT
LOWapi/ruby/lib/sphinx/client.rb521 endCOMMENT
LOWapi/ruby/lib/sphinx/client.rb541 # Index order matters. If identical IDs are found in two or more indexes,COMMENT
LOWapi/ruby/lib/sphinx/client.rb561 # probably network error; error message should be already filledCOMMENT
LOWapi/ruby/lib/sphinx/client.rb841 # COMMENT
LOWsrc/taskglobalidf.h1//COMMENT
LOWsrc/knnlib.h1//COMMENT
LOWsrc/icu.h1//COMMENT
LOWsrc/taskpreread.h1//COMMENT
LOWsrc/docs_collector.h1//COMMENT
LOWsrc/searchdconfig.cpp1//COMMENT
LOWsrc/docs_collector.cpp1//COMMENT
LOWsrc/global_idf.h1//COMMENT
LOWsrc/sphinxaot.cpp1//COMMENT
LOWsrc/attrindex_builder.cpp1//COMMENT
LOWsrc/queuecreator.h1//COMMENT
LOWsrc/costestimate.cpp1//COMMENT
LOWsrc/collation.cpp1//COMMENT
LOWsrc/exprdatetime.cpp1//COMMENT
LOWsrc/columnarexpr.h1//COMMENT
LOWsrc/cjkpreprocessor.h1//COMMENT
LOWsrc/sphinxudf.c1//COMMENT
LOWsrc/networking_daemon.h1//COMMENT
LOWsrc/indexer.cpp1//COMMENT
LOWsrc/indexer.cpp21#include "jieba.h"COMMENT
LOWsrc/queryfilter.cpp1//COMMENT
LOWsrc/querystats.h1//COMMENT
LOWsrc/columnarsort.cpp1//COMMENT
LOWsrc/secondaryindex.cpp1//COMMENT
LOWsrc/searchdhttpcompat.cpp1//COMMENT
LOWsrc/docidlookup.h1//COMMENT
LOWsrc/wordbreaker.cpp1//COMMENT
LOWsrc/searchdexpr.h1//COMMENT
LOWsrc/queuecreator.cpp1//COMMENT
LOWsrc/queuecreator.cpp21#include "exprdocstore.h"COMMENT
LOWsrc/compressed_zlib_mysql.h1//COMMENT
LOWsrc/client_task_info.h1//COMMENT
LOWsrc/indexsettings.cpp1//COMMENT
LOWsrc/indexsettings.cpp21#include "attribute.h"COMMENT
LOWsrc/searchdaemon.h1//COMMENT
LOWsrc/searchdaemon.h21#include "memio.h"COMMENT
LOWsrc/searchdaemon.h41 #define IOBUFTYPE (CHAR FAR *)COMMENT
LOWsrc/searchdaemon.h61 #define ECONNRESET WSAECONNRESETCOMMENT
LOWsrc/searchdaemon.h81 // there's no MSG_NOSIGNAL on OS XCOMMENT
LOWsrc/sphinxrt.cpp1//COMMENT
777 more matches not shown…
Fake / Example Data74 hits · 86 pts
SeverityFileLineSnippetContext
LOW⚡test/test_098/test.xml207INSERT INTO rt_crc (id, title) VALUES ( 2, 'the %google.com% doing out of the box' ), (3, 'Lorem ipsum dolor sit amet, cCODE
LOW⚡test/test_098/test.xml207INSERT INTO rt_crc (id, title) VALUES ( 2, 'the %google.com% doing out of the box' ), (3, 'Lorem ipsum dolor sit amet, cCODE
LOW⚡test/test_098/test.xml209INSERT INTO rt_crc (id, title) VALUES ( 4, 'the %google.com% doing out of the box' ), (5, 'Lorem ipsum dolor sit amet, cCODE
LOW⚡test/test_098/test.xml209INSERT INTO rt_crc (id, title) VALUES ( 4, 'the %google.com% doing out of the box' ), (5, 'Lorem ipsum dolor sit amet, cCODE
LOWtest/test_190/refdata/agent1/scatteredfiles/text4.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/scatteredfiles/text4.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/scatteredfiles/text3.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/scatteredfiles/text3.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/allfiles/text6.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/allfiles/text6.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/allfiles/text5.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/allfiles/text5.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/allfiles/text4.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/allfiles/text4.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/allfiles/text1.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/allfiles/text1.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/allfiles/text3.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/allfiles/text3.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/allfiles/text2.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent1/allfiles/text2.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/scatteredfiles/text1.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/scatteredfiles/text1.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/scatteredfiles/text2.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/scatteredfiles/text2.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/allfiles/text6.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/allfiles/text6.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/allfiles/text5.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/allfiles/text5.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/allfiles/text4.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/allfiles/text4.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/allfiles/text1.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/allfiles/text1.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/allfiles/text3.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/allfiles/text3.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/allfiles/text2.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/master/allfiles/text2.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/scatteredfiles/text6.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/scatteredfiles/text6.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/scatteredfiles/text5.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/scatteredfiles/text5.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/allfiles/text6.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/allfiles/text6.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/allfiles/text5.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/allfiles/text5.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/allfiles/text4.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/allfiles/text4.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/allfiles/text1.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/allfiles/text1.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/allfiles/text3.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/allfiles/text3.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/allfiles/text2.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOWtest/test_190/refdata/agent2/allfiles/text2.txt1Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis natCODE
LOW⚡test/clt-tests/integrations/kafka/dump.json11:{"id": 1, "term": "The Quick Brown Fox", "acronym": "TQBF", "$abbrev": "ISO 12345:6789", "GlossDef": {"para": "Lorem iCODE
LOW⚡test/clt-tests/integrations/kafka/dump.json11:{"id": 1, "term": "The Quick Brown Fox", "acronym": "TQBF", "$abbrev": "ISO 12345:6789", "GlossDef": {"para": "Lorem iCODE
LOW⚡test/clt-tests/integrations/kafka/dump.json77:{"id": 7, "term": "Beauty Is In The Eye Of The Beholder", "acronym": "BIITEOTB", "$abbrev": "ISO 13579:86420", "GlossDCODE
LOW⚡test/clt-tests/integrations/kafka/dump.json77:{"id": 7, "term": "Beauty Is In The Eye Of The Beholder", "acronym": "BIITEOTB", "$abbrev": "ISO 13579:86420", "GlossDCODE
LOW⚡test/clt-tests/integrations/kafka/dump.json1111:{"id": 11, "term": "The Early Bird Catches The Worm", "acronym": "TEBCTW", "$abbrev": "ISO 97531:86420", "GlossDef": CODE
LOW⚡test/clt-tests/integrations/kafka/dump.json1111:{"id": 11, "term": "The Early Bird Catches The Worm", "acronym": "TEBCTW", "$abbrev": "ISO 97531:86420", "GlossDef": CODE
LOW⚡test/clt-tests/integrations/kafka/dump.json1717:{"id": 17, "term": "Curiosity Killed The Cat", "acronym": "CKTC", "$abbrev": "ISO 13579:86420", "GlossDef": {"para": CODE
LOW⚡test/clt-tests/integrations/kafka/dump.json1717:{"id": 17, "term": "Curiosity Killed The Cat", "acronym": "CKTC", "$abbrev": "ISO 13579:86420", "GlossDef": {"para": CODE
14 more matches not shown…
Decorative Section Separators12 hits · 42 pts
SeverityFileLineSnippetContext
MEDIUM⚡…/clt-tests/integrations/kafka/script_versions_kafka.sh4# ============================================COMMENT
MEDIUM⚡…/clt-tests/integrations/kafka/script_versions_kafka.sh6# ============================================COMMENT
MEDIUM⚡…/clt-tests/integrations/kafka/script_versions_kafka.sh12# ============================================COMMENT
MEDIUM⚡…/clt-tests/integrations/kafka/script_versions_kafka.sh14# ============================================COMMENT
MEDIUM…/clt-tests/integrations/kafka/script_versions_kafka.sh72# ============================================COMMENT
MEDIUM…/clt-tests/integrations/kafka/script_versions_kafka.sh74# ============================================COMMENT
MEDIUM.github/workflows/nightly_integration.yml27 # ==========================================COMMENT
MEDIUM.github/workflows/nightly_integration.yml29 # ==========================================COMMENT
MEDIUM.github/workflows/nightly_integration.yml75 # ==========================================COMMENT
MEDIUM.github/workflows/nightly_integration.yml77 # ==========================================COMMENT
MEDIUM.github/workflows/nightly_integration.yml182 # ==========================================COMMENT
MEDIUM.github/workflows/nightly_integration.yml184 # ==========================================COMMENT
AI Slop Vocabulary6 hits · 18 pts
SeverityFileLineSnippetContext
MEDIUMsrc/threadutils.cpp1499 // prepare everything to make *this most robustCOMMENT
MEDIUMsrc/index_rotator.cpp88/// stuff with moving index (in seamless)COMMENT
MEDIUMsrc/searchdsql.h239 // in order to make it most seamless way, let's follow this manual:COMMENT
MEDIUMsrc/sphinxexpr.cpp6442 // will adopt dExprs and utilize them on d-trCOMMENT
MEDIUMsrc/searchd.cpp12447// for seamless we create new index and copy it's settings from previous definition. Indexes are NOT linkedCOMMENT
MEDIUMsrc/searchd.cpp14250// (used both, greedy and seamless)COMMENT
Magic Placeholder Names3 hits · 15 pts
SeverityFileLineSnippetContext
HIGHmanual/russian/Searching/KNN.md243 knn = {"attrs":[{"name":"embedding_vector","type":"hnsw","hnsw_similarity":"L2","hnsw_m":16,"hnsw_ef_construction":2CODE
HIGHmanual/english/Searching/KNN.md243 knn = {"attrs":[{"name":"embedding_vector","type":"hnsw","hnsw_similarity":"L2","hnsw_m":16,"hnsw_ef_construction":2CODE
HIGHmanual/chinese/Searching/KNN.md243 knn = {"attrs":[{"name":"embedding_vector","type":"hnsw","hnsw_similarity":"L2","hnsw_m":16,"hnsw_ef_construction":2CODE
Redundant / Tautological Comments7 hits · 10 pts
SeverityFileLineSnippetContext
LOWmisc/compare_manuals.sh83 # Check if empty/non-empty state matchesCOMMENT
LOWmisc/compare_manuals.sh392 # Check if manual directory existsCOMMENT
LOWmisc/compare_manuals.sh399 # Check if English directory existsCOMMENT
LOW…/mysqldump/versions/mariadb/script_versions_mariadb.sh179 # Check if they matchCOMMENT
LOW…ests/mysqldump/versions/mysql/script_versions_mysql.sh176 # Check if they matchCOMMENT
LOW.github/workflows/pack_publish.yml741 # Check if process is still runningCOMMENT
LOWactions/update-deps/action.yml103 # Check if the source branch exists in current repositoryCOMMENT
Slop Phrases5 hits · 8 pts
SeverityFileLineSnippetContext
LOWsrc/schema/locator.h47 // todo: don't forget to update sphCalcLocatorHash when adding fields!COMMENT
LOWsrc/daemon/search_handler.cpp1702 // don't forget to add this to statsCOMMENT
LOWsrc/daemon/search_handler.cpp2237 // don't forget to check incoming replies after send was overCOMMENT
LOWsrc/replication/cluster_file_send.cpp459 // don't forget to check incoming replies after send was overCOMMENT
LOWsrc/replication/cluster_get_nodes.cpp37 // don't forget to check incoming replies after send was overCOMMENT
Empty Error Handlers1 hit · 5 pts
SeverityFileLineSnippetContext
HIGHmisc/manticore_lldb.py56except:CODE
Synthetic Comment Markers1 hit · 5 pts
SeverityFileLineSnippetContext
HIGHsrc/tokenizer/tokenizer.h246 BYTE m_uBlendVariants {BLEND_TRIM_NONE}; ///< mask of blended variants as requested by blend_mode (see BLEND_TRIMCODE
Example Usage Blocks2 hits · 3 pts
SeverityFileLineSnippetContext
LOWmisc/build-local-test-kit.sh8# Usage:COMMENT
LOWapi/ruby/lib/sphinx/client.rb983 # Usage example:COMMENT
Verbosity Indicators2 hits · 3 pts
SeverityFileLineSnippetContext
LOWmisc/build-local-test-kit.sh73# Step 1: Compile Manticore SearchCOMMENT
LOWmisc/build-local-test-kit.sh109# Step 2: Create Docker image with compiled binariesCOMMENT
Structural Annotation Overuse2 hits · 3 pts
SeverityFileLineSnippetContext
LOWmisc/build-local-test-kit.sh73# Step 1: Compile Manticore SearchCOMMENT
LOWmisc/build-local-test-kit.sh109# Step 2: Create Docker image with compiled binariesCOMMENT
Modern AI Meta-Vocabulary1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUMmanual/english/Searching/KNN.md125##### Choosing a local embedding modelCOMMENT
TODO Padding1 hit · 2 pts
SeverityFileLineSnippetContext
LOWsrc/sphinxfilter.cpp1284// TODO: implement expression -> filter tree optimization to extract filters from general expression and got rid of all COMMENT
Deep Nesting1 hit · 1 pts
SeverityFileLineSnippetContext
LOWmisc/manticore_lldb.py107CODE