{"band":"significant findings","note":"Deterministic layer only. No model calls were made and no source content left this machine.","layer":"deterministic","coverage":{"statement":"A repository answers roughly three and a half of seven dimensions. The rest are reported as not assessable, with the questions a human would ask instead.","languages_read":["1C Enterprise","4D","ABAP","ABAP CDS","AGS Script","AIDL","AL","ALGOL","AMPL","ANTLR","APL","ASL","ASP.NET","ATS","ActionScript","Ada","Agda","Aiken","Aleo","Alloy","AngelScript","Answer Set Programming","Apex","Apollo Guidance Computer","AppleScript","Arc","ArkTS","AspectJ","Assembly","Augeas","AutoHotkey","AutoIt","Awk","B (Formal Method)","B4X","BAML","BQN","Ballerina","Batchfile","Beef","Befunge","Bend","Berry","Bicep","Bison","BitBake","BlitzBasic","BlitzMax","Bluespec","Boo","Boogie","Brightscript","C","C#","C++","C2hs Haskell","C3","CAP CDS","CLIPS","CMake","COBOL","CQL","CWeb","Cadence","Cairo","CameLIGO","Cangjie","Cap'n Proto","Carbon","CartoCSS","Ceylon","Chapel","Charity","ChucK","Circom","Cirru","Clarion","Clarity","Classic ASP","Clean","Click","Clojure","Clue","CodeQL","CoffeeScript","ColdFusion","ColdFusion CFC","Common Lisp","Common Workflow Language","Component Pascal","Crystal","Csound","Csound Document","Csound Score","Cuda","Curry","Cycript","Cypher","Cython","D","DIGITAL Command Language","DM","Dafny","Dart","Daslang","DataWeave","Dhall","Dockerfile","Dogescript","Dylan","E","ECL","EQ","EdgeQL","Elixir","Elm","Elvish","Emacs Lisp","EmberScript","Erlang","F#","F*","FIRRTL","FLUX","FPP","Factor","Fancy","Fantom","Fennel","Filebench WML","Flix","Fluent","Forth","Fortran","Fortran Free Form","FreeBASIC","FreeMarker","Futhark","G-code","GAML","GAMS","GAP","GDB","GDScript","GDShader","GLSL","GSC","Genero 4gl","Genshi","Gentoo Ebuild","Gentoo Eclass","Gherkin","Gleam","Glimmer JS","Glimmer TS","Glyph","Gno","Gnuplot","Go","Golo","Gosu","Grace","Grammatical Framework","Groovy","Groovy Server Pages","HCL","HIP","HLSL","Hack","Harbour","Hare","Haskell","Haxe","HiveQL","HolyC","Hurl","Hy","IDL","IGOR Pro","IL Assembly","ISPC","Idris","ImHex Pattern Language","ImageJ Macro","Imba","Inform 7","Ink","Inno Setup","Io","Ioke","Isabelle","J","JASS","JCL","JFlex","JSONiq","Jac","Jai","Janet","Java","Java Server Pages","Java Template Engine","JavaScript","JavaScript+ERB","JetBrains MPS","Jison","Jison Lex","Jolie","Jsonnet","Julia","Just","KCL","KRL","Kaitai Struct","KakouneScript","Koka","Kotlin","LFE","LLVM","LLVM TableGen","LOLCODE","LSL","LabVIEW","Langium","Lasso","Lean","Leo","Lex","LigoLANG","LilyPond","Linker Script","Liquidsoap","Literate Agda","Literate CoffeeScript","Literate Haskell","LiveCode Script","LiveScript","Lobster","Logos","Logtalk","LookML","Lua","Luau","M","M4","MATLAB","MAXScript","MLIR","MQL4","MQL5","MUF","Macaulay2","Makefile","Mako","Max","MeTTa","Mercury","Metal","MiniD","MiniZinc","Mint","Mirah","Modelica","Modula-3","Module Management System","Mojo","Monkey","MoonBit","MoonScript","Motorola 68K Assembly","Move","Myghty","NASL","NSIS","NWScript","Nearley","NetLinx","NetLinx+ERB","NetLogo","Nextflow","Nim","Nit","Nix","Nu","NumPy","OCaml","OMNeT++ NED","Oberon","Objective-C","Objective-C++","Objective-J","Odin","Omgrofl","Opa","Opal","Open Policy Agent","OpenCL","OpenQASM","OpenSCAD","OverPy","OverpassQL","Ox","Oxygene","Oz","P4","PDDL","PEG.js","PHP","PLSQL","PLpgSQL","POV-Ray SDL","Pact","Pan","Papyrus","Parrot","Parrot Assembly","Parrot Internal Representation","Pascal","Pawn","Pep8","Perl","PigLatin","Pike","PogoScript","Polar","Pony","Portugol","Power Query","PowerBuilder","PowerShell","Praat","Processing","Prolog","Promela","Propeller Spin","Puppet","PureBasic","PureScript","Pyret","Python","Q#","QML","QMake","QuakeC","Quint","R","RAScript","REALbasic","REXX","RPGLE","Racket","Ragel","Raku","Rascal","ReScript","Reason","ReasonLIGO","Rebol","Red","Redcode","RenderScript","Rhai","Ring","RobotFramework","Roc","Rocq Prover","Rouge","Ruby","Rust","SAS","SMT","SQF","SQL","SQLPL","SWIG","Sage","Sail","Salt","Scala","Scenic","Scheme","Scilab","Self","Shell","ShellSession","Shen","Sieve","Slang","Slash","SmPL","Smali","Smithy","Snakemake","Solidity","SourcePawn","Squirrel","Stan","Standard ML","Starlark","Stata","SurrealQL","Swift","SystemVerilog","TI Program","TL-Verilog","TLA","TSX","TXL","Tact","Talon","Tape","Tcl","Tcsh","Thrift","Toit","Tolk","Turing","TypeScript","Unified Parallel C","Uno","UnrealScript","Untyped Plutus Core","UrWeb","VBA","VBScript","VCL","VHDL","Vala","Verilog","Verse","Vim script","Visual Basic .NET","Visual Basic 6.0","Volt","Vyper","WDL","WGSL","WebAssembly","WebIDL","Whiley","Witcher Script","Wolfram Language","Wollok","Wren","X10","XC","XProc","XQuery","XS","XSLT","Xojo","Xonsh","Xtend","YARA","Yacc","Yul","ZAP","ZIL","Zeek","ZenScript","Zephir","Zig","Zimpl","eC","fish","hoon","mIRC Script","mcfunction","mupad","nesC","ooc","sed","wisp","xBase"],"total_dimensions":7,"assessable_dimensions":6},"dimensions":[{"id":"01","band":"strong","name":"Architecture & Codebase — including AI provenance","coverage":"full","findings":[{"id":"01.6","band":"adequate","layer":"deterministic","title":"Monica for Android/mdbx-engine/src/main/java/uniffi/mdbx_ffi/mdbx_ffi.kt is 19,134 lines, 191× this codebase's median file","signal":"oversized_modules","weight":"corroborating","context":true,"evidence":[{"ref":"line-count","kind":"path","path":"Monica for Android/mdbx-engine/src/main/java/uniffi/mdbx_ffi/mdbx_ffi.kt","detail":"19,134 lines (191× median)","line_end":19134,"line_start":1},{"ref":"line-count","kind":"path","path":"Monica for Android/app/src/main/java/takagi/ru/monica/utils/KeePassKdbxService.kt","detail":"10,086 lines (100× median)","line_end":10086,"line_start":1},{"ref":"line-count","kind":"path","path":"Monica for Android/app/src/main/java/takagi/ru/monica/repository/MdbxVaultStore.kt","detail":"6,838 lines (68× median)","line_end":6838,"line_start":1},{"ref":"line-count","kind":"path","path":"Monica for Android/app/src/main/java/takagi/ru/monica/ui/screens/AddEditPasswordScreen.kt","detail":"6,488 lines (64× median)","line_end":6488,"line_start":1},{"ref":"line-count","kind":"path","path":"Monica for Android/app/src/main/java/takagi/ru/monica/utils/WebDavHelper.kt","detail":"6,447 lines (64× median)","line_end":6447,"line_start":1}],"observed":{"largest":19134,"library":{"n":382,"share":90,"value":191.3,"cutoff":138.63,"material":true,"percentile":85},"threshold":1000,"files_over":82,"median_lines":100},"standing":"Measured against its own codebase's median, it is larger than 90% of 382 surveyed projects' largest files.","dimension":"01","rationale":"The median source file here is 100 lines. 82 files exceed 1,000 lines, the largest being 19,134. Size is not a defect on its own — some problems genuinely live in one place — but these are where merge conflicts, review fatigue and single-owner knowledge concentrate, and they are the first thing that slows an inheriting engineer down.","context_why":"A note that does not affect this rating: notes like it are common in well-run projects."}],"signals_run":11,"conclusive_signals":9,"what_a_person_adds":[{"id":"01.38","kind":"H+","where":"The team","measured":"The tree carries design documentation (Monica for Android/docs/architecture/keepass-save-pipeline-323.md and 1 more).","question":"Does it match what the team believes today? Ask them to walk through it against the code."},{"id":"01.39","kind":"H","where":"Your architects, with the product roadmap","question":"Is the architecture right for the next three years of the product?"},{"id":"01.40","kind":"H","where":"The team's reasoning at the time","question":"Were the home-grown components reasonable choices when they were made, and are they now?"}]},{"id":"02","band":"adequate","name":"Engineering Process & SDLC Maturity","coverage":"high","findings":[{"id":"02.1","band":"adequate","layer":"deterministic","title":"Little of the recent change carries a trace of review","signal":"merge_discipline","weight":"corroborating","evidence":[{"ref":"reviewable-arrivals","kind":"metric","detail":"125 of 1,283 commits in the last 24 months carry review evidence; 9.7% across all 1,283"}],"observed":{"merges":80,"window":"last 24 months","with_tracked":2,"with_reviewed":0,"reviewed_share":0.097,"commits_in_window":1283,"squashed_with_pr_ref":7,"with_signed_off_other":0,"reviewed_share_all_time":0.097,"with_committed_by_other":93},"dimension":"02","rationale":"In the last 24 months, 125 of 1,283 commits (9.7%) carry any trace of review: a merge, a pull-request reference, a Reviewed-by or Reviewed-on trailer, a Closes/Fixes reference, a maintainer's sign-off on someone else's change, or a change applied by someone other than its author. That is low but not absent. Review may happen in a workflow this history does not record; a buyer should ask how change is approved before it ships."},{"id":"02.6","band":"adequate","layer":"deterministic","title":"Almost no process scaffolding exists in the repository","signal":"branch_protection_hints","weight":"corroborating","context":true,"evidence":[{"ref":"process-scaffolding","kind":"metric","detail":"1 of 5 markers present across 5,522 tracked files"}],"observed":{},"dimension":"02","rationale":"Of five ordinary markers — CI workflows, CODEOWNERS, a pull-request template, pre-commit hooks, contribution guidance — 1 is present: CI workflows. Branch protection itself is a GitHub setting rather than a file, so this is a reading of proxies and not of the rules themselves. What it does establish is that the process is not written down anywhere a new engineer would find it.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"02.24","band":"adequate","layer":"deterministic","title":"18% of recent commits change more than 2,000 lines","signal":"commit_size","weight":"corroborating","evidence":[{"ref":"git log --numstat","kind":"metric","detail":"163 commits over 2,000 lines"}],"observed":{"share":0.181,"commits":900,"over_2000_lines":163},"dimension":"02","rationale":"163 of 900 commits in the last 24 months changed over 2,000 lines of code, not counting reformatting, renames, vendored or generated code. A change that size is rarely reviewed line by line. Ask how they were reviewed, and what made them that large."}],"signals_run":16,"conclusive_signals":16,"what_a_person_adds":[{"id":"02.32","kind":"H","where":"The code host's pull request data","question":"Is review real or a rubber stamp? Comment depth and time to approve need the pull request history."},{"id":"02.38","kind":"H","where":"The issue tracker: backlog, sprint history, estimate accuracy","question":"Is delivery planned and measured, or heroic?"},{"id":"02.37","kind":"H","where":"Tickets, chat and postmortems","question":"How are incidents run, reviewed and learned from?"}]},{"id":"03","band":"significant findings","name":"Organization & Key-Person Risk","coverage":"partial","findings":[{"id":"03.1","band":"significant findings","layer":"deterministic","title":"Bus factor 1: recent work is concentrated in one contributor","signal":"contributor_concentration","weight":"corroborating","evidence":[{"ref":"git shortlog -sn","kind":"metric","detail":"last 24 months: top author three-quarters or more of 986 commits; bus factor 1; 16 authors"}],"observed":{"years":0.9,"window":"last 24 months","authors":16,"top_share":"three-quarters or more","bus_factor":1,"authors_in_window":16,"top_share_all_time":"three-quarters or more","bus_factor_all_time":1},"dimension":"03","rationale":"In the last 24 months, one contributor authored three-quarters or more of 986 non-merge commits among 16 authors; across all history, three-quarters or more of 986. This is the single most expensive thing to discover after closing, and the repository cannot tell you whether that person is part of the transaction."},{"id":"03.3","band":"adequate","layer":"deterministic","title":"1 of 4 major areas has only ever had one author","signal":"knowledge_silos","weight":"corroborating","context":true,"evidence":[{"ref":"sole-author","kind":"path","path":"mdbx/","detail":"28,040 lines added"}],"observed":{},"dimension":"03","rationale":"Across 16 contributors, 1 substantial top-level area has been touched by exactly one person. The headline bus factor does not show this: a team can look well spread in aggregate and still have subsystems that stop moving the day one person stops working on them. For these areas, ask who else can change them today.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."}],"signals_run":10,"conclusive_signals":6,"what_a_person_adds":[{"id":"03.29","kind":"H+","where":"The deal terms","measured":"One contributor authored three-quarters or more of the commits in this history.","question":"Is that person part of the transaction, and for how long after it?"},{"id":"03.28","kind":"H","where":"The team; review history only suggests candidates","question":"Who mentors whom, and would that survive a departure?"},{"id":"03.30","kind":"H","where":"Recruiting data and the org chart","question":"Can the team grow, and who stands behind the top three contributors?"},{"id":"03.31","kind":"H","where":"HR data","question":"Is the seniority mix sound, and will pay survive your salary bands?"},{"id":"03.14","kind":"H","where":"Interviews and on-call history","question":"Is the pace sustainable? Commit times cannot say: git keeps no reliable local time."},{"id":"03.32","kind":"H","where":"Interviews","question":"Does the team want to stay after close?"},{"id":"03.33","kind":"H","where":"Time with the team","question":"How are decisions made and disagreements resolved?"}]},{"id":"04","band":"not assessable","name":"Product & Engineering Maturity","coverage":"minimal","findings":[],"signals_run":19,"conclusive_signals":8,"what_a_person_adds":[{"id":"04.32","kind":"H","where":"The data room and the team's record of estimates","question":"Can this team deliver the stated roadmap on the stated timeline?"},{"id":"04.31","kind":"H","where":"Budget and roadmap decisions","question":"Does leadership know about the debt, and is time budgeted to repay it?"},{"id":"04.33","kind":"H","where":"Revenue, customer and churn data","question":"Is the engineering shape consistent with the commercial story?"}],"not_assessable_reason":"only 8 of 19 checks could reach a conclusion here; the rest do not apply to this repository or could not read it"},{"id":"05","band":"adequate","name":"Security & Reliability Posture","coverage":"partial","findings":[{"id":"05.2","band":"adequate","layer":"deterministic","title":"None of the standard security guard rails are configured","signal":"security_guardrails","weight":"corroborating","evidence":[{"ref":"guardrail-scan","kind":"metric","detail":"checked 5 kinds of guard rail across 5,522 tracked files; 0 present"}],"observed":{},"dimension":"05","rationale":"There is no disclosure policy, no automated dependency updates, no named code owners and no pre-commit configuration. None of these is load-bearing on its own. Their collective absence says that security posture here is whatever the current team happens to remember to do, which is not a posture that survives the team changing."},{"id":"05.27","band":"adequate","layer":"deterministic","title":"The build runs third-party code it does not pin","signal":"supply_chain_pinning","weight":"corroborating","context":true,"evidence":[{"ref":".github/workflows/Android-Preview.yml","kind":"path","path":".github/workflows/Android-Preview.yml","detail":"action pinned by tag","line_end":351,"line_start":351},{"ref":".github/workflows/Android.yml","kind":"path","path":".github/workflows/Android.yml","detail":"action pinned by tag","line_end":30,"line_start":30}],"observed":{"action_refs":70,"pipe_to_shell":0,"unpinned_third_party":4},"dimension":"05","rationale":"4 third-party CI actions are referenced by a tag or branch rather than a commit, so they run whatever that tag points to on the day. Tags have been moved to malicious commits in real supply-chain attacks, and a piped script is whatever the server returns that minute. Pinning to a commit is the fix, and it is small.","context_why":"A note that does not affect this rating: notes like it are common in well-run projects."},{"id":"05.51","band":"adequate","layer":"deterministic","title":"The app allows plain HTTP to any server","signal":"cleartext_traffic","weight":"corroborating","evidence":[{"ref":"Monica for Android/app/src/main/AndroidManifest.xml","kind":"path","path":"Monica for Android/app/src/main/AndroidManifest.xml","detail":"cleartext allowed app-wide","line_end":87,"line_start":87}],"observed":{"sites":1},"dimension":"05","rationale":"The app's manifest allows unencrypted HTTP app-wide (NSAllowsArbitraryLoads, or cleartext traffic permitted), rather than for named domains. Anything sent over plain HTTP can be read on the network, and enterprise security reviews ask about it. Some apps need it by nature (a podcast or feed reader fetches whatever URL a feed gives), so ask which case this is."}],"signals_run":34,"conclusive_signals":21,"what_a_person_adds":[{"id":"05.52","kind":"H+","where":"The mobile team and the store review history","measured":"The Android app requests 1 sensitive permission: BIND_ACCESSIBILITY_SERVICE.","question":"Does the product need each one, and has the store's review accepted them?"},{"id":"05.41","kind":"H","where":"Ticketing and chat","question":"What has actually broken, how often, and how badly?"},{"id":"05.42","kind":"H","where":"Reports in the data room","question":"What did external testing find, and was it fixed?"},{"id":"05.44","kind":"H","where":"Audit reports; policy files in the tree are not evidence","question":"What is the SOC 2, ISO 27001 or GDPR status, and where is the evidence?"}]},{"id":"06","band":"not assessable","name":"Observability & Operations","coverage":"partial","findings":[],"signals_run":16,"conclusive_signals":5,"what_a_person_adds":[{"id":"06.29","kind":"H","where":"Pager history and dashboard logs","question":"Are the dashboards opened, the alerts acknowledged and the pages answered?"},{"id":"06.30","kind":"H","where":"Production metrics","question":"Are the service-level objectives actually met?"},{"id":"06.31","kind":"H","where":"Pager exports and interviews","question":"Who carries the pager, and how often does it go off?"},{"id":"06.32","kind":"H","where":"Cloud billing and capacity plans","question":"What does it cost to run, and how much headroom is there?"}],"not_assessable_reason":"only 5 of 16 checks could reach a conclusion here; the rest do not apply to this repository or could not read it"},{"id":"07","band":"not assessable","name":"Fit with the Acquirer","coverage":"none","findings":[],"signals_run":0,"conclusive_signals":0,"what_a_person_adds":[{"id":"07.1","kind":"H+","question":"This is primarily a Kotlin codebase. Does your engineering organisation already run Kotlin in production, or would this be the first?"},{"id":"07.10","kind":"H+","question":"The bulk of this system sits in Monica for Android/, MonicaDocs/, mdbx/. Which of your existing systems would each of those have to absorb or replace?"},{"id":"07.2","kind":"H+","question":"Nothing in the repository says how this is deployed. Is it shipped as a library, a binary or a service, and if it runs somewhere, who owns that environment?"},{"id":null,"kind":"H+","question":"What is your tolerance for the findings above remaining unaddressed for the first two quarters after close, given everything else that will compete for this team's time?"},{"id":"07.11","kind":"H","where":"Your architecture","question":"Which of these systems duplicate yours, and which get retired?"},{"id":"07.12","kind":"H","where":"The engagement","question":"What will integration cost, and in what order?"},{"id":"07.13","kind":"H","where":"Your org design","question":"Where does the team land in your organisation, and who reports to whom?"},{"id":"07.14","kind":"H","where":"Deal terms","question":"Are there earn-outs, retention packages or contractor IP to assign?"},{"id":"07.15","kind":"H","where":"Customer contracts","question":"Do customer contracts limit hosting, regions or vendors?"}],"not_assessable_reason":"structurally not assessable from a repository"}],"repository":{"loc":660739,"head":"2ef9f3d620e261dbb36bbfdc47ffa46af164ad87","slug":"monica-pass/monica","tags":96,"stars":1206,"shallow":false,"span_days":318.6,"last_commit":"2026-11-03T03:47:59+00:00","surveyed_at":"2026-11-03T16:59:07.143574+00:00","commits_read":1283,"first_commit":"2025-12-19T13:05:27+00:00","truncated_at":null,"window_start":"2025-12-19T13:05:27+00:00","tracked_files":5522,"history_complete":true},"generated_at":"2026-11-03T17:02:30.662585+00:00","generated_by":"borehole 0.7.15","rejection_log":[{"reason":"change is spread across the codebase rather than pooling in a few files","signal":"hotspot_concentration","observed":{"files":31140,"top5_share":0.014},"dimension":"04","conclusive":true},{"reason":"debt markers are sparse","signal":"debt_markers","observed":{"markers":18,"per_kloc":0.03,"lines_read":657759},"dimension":"04","conclusive":true},{"reason":"no dependency manifest of the product's own was found","signal":"dependency_sprawl","observed":{"set_aside":{"documentation/website/package.json":"not product code (docs)"},"manifests_checked":["package.json","go.mod","requirements.txt","requirements.in","pyproject.toml"]},"dimension":"04","conclusive":false},{"reason":"tests are kept inside the files they test, which a count by file name cannot see","signal":"test_growth","observed":{"files_with_inline_tests":17},"dimension":"04","conclusive":false},{"reason":"rework is not rising against new work","signal":"churn_trend","observed":{"late_delete_per_insert":0.17,"early_delete_per_insert":0.428,"single_commit_deletions_set_aside":["669bde6","040eef5"]},"dimension":"04","conclusive":true},{"reason":"no pinned runtime version to check","signal":"eol_runtime","observed":{"pinned":0},"dimension":"04","conclusive":false},{"reason":"fixes usually come with a test","signal":"fixes_with_tests","observed":{"fixes":302,"share":0.437,"with_tests":132},"dimension":"04","conclusive":true},{"reason":"fewer than six busy quarters to compare","signal":"fix_share_trend","observed":{"fix_share_by_quarter_newest_first":[0.39,0.35,0.14,0.24]},"dimension":"04","conclusive":false},{"reason":"no schema migrations to read","signal":"schema_churn","observed":{},"dimension":"04","conclusive":false},{"reason":"little code is kept for the old way","signal":"compat_layers","observed":{"share":0.0,"code_files":1433,"compat_files":0,"oldest_months":0},"dimension":"04","conclusive":true},{"reason":"no JavaScript manifest to read","signal":"dependency_redundancy","observed":{},"dimension":"04","conclusive":false},{"reason":"this repository does not deploy a running service, so instrumentation is not expected of it","signal":"telemetry_presence","observed":{"basis":"nothing in this repository deploys a long-running server; if it runs as one, its deployment lives elsewhere","files_read":3053},"dimension":"06","conclusive":true},{"reason":"not a running service; structured logging is not expected of a library","signal":"structured_logging","observed":{"basis":"nothing in this repository deploys a long-running server; if it runs as one, its deployment lives elsewhere"},"dimension":"06","conclusive":true},{"reason":"not a running service, so a health endpoint is not expected","signal":"healthcheck_presence","observed":{"basis":"nothing in this repository deploys a long-running server; if it runs as one, its deployment lives elsewhere"},"dimension":"06","conclusive":true},{"reason":"not expected of it: nothing in this repository deploys a long-running server; if it runs as one, its deployment lives elsewhere","signal":"telemetry_depth","observed":{"service":false},"dimension":"06","conclusive":false},{"reason":"not expected of it: nothing in this repository deploys a long-running server; if it runs as one, its deployment lives elsewhere","signal":"print_logging","observed":{"service":false},"dimension":"06","conclusive":false},{"reason":"not expected of it: nothing in this repository deploys a long-running server; if it runs as one, its deployment lives elsewhere","signal":"correlation_ids","observed":{"service":false},"dimension":"06","conclusive":false},{"reason":"not expected of it: nothing in this repository deploys a long-running server; if it runs as one, its deployment lives elsewhere","signal":"error_reporting","observed":{"service":false},"dimension":"06","conclusive":false},{"reason":"the product's code names no reporting host","signal":"usage_reporting_default","observed":{"settings_on":0,"settings_off":0,"reporting_hosts":[]},"dimension":"06","conclusive":true},{"reason":"not expected of it: nothing in this repository deploys a long-running server; if it runs as one, its deployment lives elsewhere","signal":"alert_rules","observed":{"service":false},"dimension":"06","conclusive":false},{"reason":"not expected of it: nothing in this repository deploys a long-running server; if it runs as one, its deployment lives elsewhere","signal":"deployed_image_floats","observed":{"service":false},"dimension":"06","conclusive":false},{"reason":"no Kubernetes probes","signal":"probes_identical","observed":{},"dimension":"06","conclusive":false},{"reason":"no Kubernetes deployments","signal":"single_replica","observed":{},"dimension":"06","conclusive":false},{"reason":"not expected of it: nothing in this repository deploys a long-running server; if it runs as one, its deployment lives elsewhere","signal":"environment_branching","observed":{"service":false},"dimension":"06","conclusive":false},{"reason":"not expected of it: nothing in this repository deploys a long-running server; if it runs as one, its deployment lives elsewhere","signal":"release_markers","observed":{"service":false},"dimension":"06","conclusive":false},{"reason":"migrations do not run at container start","signal":"migrate_on_start","observed":{},"dimension":"06","conclusive":true},{"reason":"no feature-flag service; flags may live elsewhere","signal":"feature_flags","observed":{"sdk_files":0,"evaluation_sites":4},"dimension":"06","conclusive":false},{"reason":"history too short to distinguish active from historical contributors","signal":"active_contributors","observed":{"span_days":318.6},"dimension":"03","conclusive":false},{"reason":"a healthy share of contributors committed more than once","signal":"drive_by_contributors","observed":{"share":0.438,"authors":16,"one_commit_authors":7},"dimension":"03","conclusive":true},{"reason":"the dominant contributor is still active","signal":"contributor_attrition","observed":{"authors":16,"top_share":"three-quarters or more","top_contributor_last_committed":"within the last three months"},"dimension":"03","conclusive":true},{"reason":"more than one person changes the critical paths","signal":"critical_path_ownership","observed":{"authors":16,"sole_owned_areas":[]},"dimension":"03","conclusive":true},{"reason":"too little history","signal":"second_contributor_attrition","observed":{"commits":986},"dimension":"03","conclusive":false},{"reason":"fewer than three active years to compare","signal":"bus_factor_trend","observed":{"by_year_newest_first":[1]},"dimension":"03","conclusive":false},{"reason":"too few regular contributors to see a trend","signal":"joiners_and_leavers","observed":{"left":0,"joined":8,"regular_last_year":8,"regular_prior_year":0},"dimension":"03","conclusive":false},{"reason":"CI configuration is present in the working tree","signal":"ci_presence","observed":{"count":17,"configs":[".github/workflows/Android-Preview.yml",".github/workflows/Android.yml",".github/workflows/Browser-CI.yml",".github/workflows/Browser-Extension.yml",".github/workflows/Browser-Release.yml"]},"dimension":"02","conclusive":true},{"reason":"tests are present in a normal proportion to source","signal":"test_presence","observed":{"tests":941,"source":2357,"test_ratio":0.399},"dimension":"02","conclusive":true},{"reason":"tags are present","signal":"release_cadence","observed":{"tags":96,"sample":["1.0.281","1.0.286","1.0.286a","1.0.290","1.0.293补充包"]},"dimension":"02","conclusive":true},{"reason":"commit subjects generally carry content","signal":"conventional_commits","observed":{"sampled":1203,"low_content_share":0.055},"dimension":"02","conclusive":true},{"reason":"CI invokes a test runner","signal":"ci_runs_tests","observed":{"sample":[".github/workflows/Rust-Core.yml",".github/workflows/main.yml"],"configs":17,"with_tests":2},"dimension":"02","conclusive":true},{"reason":"few tests are switched off","signal":"skipped_tests","observed":{"focused":0,"skipped":0,"test_files":960,"files_with_skips":0},"dimension":"02","conclusive":true},{"reason":"no test run in CI is written so that it cannot fail","signal":"ci_test_gating","observed":{"configs":17},"dimension":"02","conclusive":true},{"reason":"change is rarely undone","signal":"revert_share","observed":{"share":0.001,"reverts":1,"recent_commits":986},"dimension":"02","conclusive":true},{"reason":"dependencies move with the code","signal":"dependency_update_cadence","observed":{"lockfiles":3,"commits_since":13,"days_since_lockfile_changed":3},"dimension":"02","conclusive":true},{"reason":"tests are not retried until they pass","signal":"flaky_test_markers","observed":{"test_retries":0,"suite_retries":0},"dimension":"02","conclusive":true},{"reason":"a linter or formatter runs in the build","signal":"lint_in_build","observed":{"wired":2,"ci_configs":17,"product_files":1433},"dimension":"02","conclusive":true},{"reason":"the typical branch reaches the trunk quickly","signal":"long_lived_branches","observed":{"share":0.0,"merges":37,"long_lived":0,"median_days":0},"dimension":"02","conclusive":true},{"reason":"no commit run met both the rate and the net-addition threshold","signal":"burst_import","observed":{"gap_seconds":180,"min_add_ratio":3.0,"min_net_added":2000,"bursts_by_rate":6,"bursts_by_volume":0},"dimension":"01","conclusive":true},{"reason":"first commit is not a disproportionate share of the codebase","signal":"initial_dump","observed":{"insertions":8999,"share_of_insertions":0.003},"dimension":"01","conclusive":true},{"reason":"commit subjects vary in wording and length","signal":"message_uniformity","observed":{"length_stdev":21.84,"repeat_share":0.296},"dimension":"01","conclusive":true},{"reason":"little shipping code is repeated verbatim across files","signal":"duplicated_blocks","observed":{"share":0.0144,"product_files":1433,"distinct_blocks":352191,"duplicated_blocks":5085},"dimension":"01","conclusive":true},{"reason":"errors are rarely thrown away","signal":"swallowed_errors","observed":{"loc":660739,"files":9,"per_kloc":0.03,"swallowed":17},"dimension":"01","conclusive":true},{"reason":"no product Dockerfile to read","signal":"build_reproducibility","observed":{"from_lines":0},"dimension":"01","conclusive":false},{"reason":"no language migration is stalled halfway","signal":"unfinished_migration","observed":{},"dimension":"01","conclusive":true},{"reason":"not a data or machine-learning repository","signal":"notebook_outputs","observed":{},"dimension":"01","conclusive":false},{"reason":"no model weights are committed","signal":"weights_in_git","observed":{"files":0},"dimension":"01","conclusive":true},{"reason":"no credential-shaped strings outside test and fixture paths","signal":"committed_secrets","observed":{"note":"the working tree only; the history is 05.5","patterns":8,"files_read":3053,"inert_tokens_set_aside":0,"fixture_matches_ignored":0},"dimension":"05","conclusive":true},{"reason":"a lockfile is committed, so builds are reproducible","signal":"dependency_pinning","observed":{"lockfile":true},"dimension":"05","conclusive":true},{"reason":"a licence file is present","signal":"license_present","observed":{"found":true},"dimension":"05","conclusive":true},{"reason":"no credential-shaped string was ever added outside test and fixture paths","signal":"secrets_in_history","observed":{"patterns":8,"truncated":false,"added_lines":2805048,"commits_scanned":1164,"inert_tokens_set_aside":0},"dimension":"05","conclusive":true},{"reason":"no Dockerfile to read","signal":"container_runs_as_root","observed":{"dockerfiles":0},"dimension":"05","conclusive":false},{"reason":"no environment file is committed outside tests and examples","signal":"secrets_management_pattern","observed":{"env_files":0},"dimension":"05","conclusive":true},{"reason":"not a running service","signal":"outbound_timeouts","observed":{},"dimension":"05","conclusive":false},{"reason":"too few migrations to judge","signal":"migration_reversibility","observed":{"migrations":0},"dimension":"05","conclusive":false},{"reason":"not a running service; a library that builds SQL is doing its job","signal":"sql_from_strings","observed":{},"dimension":"05","conclusive":false},{"reason":"product code does not build shell commands from strings","signal":"shell_from_strings","observed":{"sites":0},"dimension":"05","conclusive":true},{"reason":"no code-executing deserialiser in product code","signal":"unsafe_deserialization","observed":{"sites":0},"dimension":"05","conclusive":true},{"reason":"no TLS verification is switched off in product code","signal":"tls_verification_off","observed":{"files":0,"sites":0,"pinned_instead":0,"behind_an_opt_in":0},"dimension":"05","conclusive":true},{"reason":"no Kubernetes workload manifests","signal":"resource_limits","observed":{"workloads":0},"dimension":"05","conclusive":false},{"reason":"no locked dependency has a published advisory","signal":"known_vulnerabilities","observed":{"advisories":0,"dependencies":142,"high_or_critical":0,"pinned_to_a_commit":0,"ecosystems_not_read":[],"vulnerable_packages":0,"set_aside_not_imported":0,"high_or_critical_shipping":0},"dimension":"05","conclusive":true},{"reason":"no workload runs privileged or in the host's namespaces","signal":"privileged_workloads","observed":{"sites":0,"behind_a_setting_or_built_here":0},"dimension":"05","conclusive":true},{"reason":"deployment configuration references secrets, never holds them","signal":"credentials_in_deploy_config","observed":{"files":0,"sites":0},"dimension":"05","conclusive":true},{"reason":"not a frontend","signal":"public_env_secret","observed":{},"dimension":"05","conclusive":false},{"reason":"not a frontend","signal":"unsafe_html","observed":{},"dimension":"05","conclusive":false},{"reason":"not a frontend","signal":"source_maps_shipped","observed":{},"dimension":"05","conclusive":false},{"reason":"no signing keystore or profile is committed","signal":"signing_material","observed":{"files":0},"dimension":"05","conclusive":true},{"reason":"not a data or machine-learning repository","signal":"dataset_provenance","observed":{},"dimension":"05","conclusive":false},{"reason":"the project is itself GPL-3.0, so copyleft components carry no obligation it has not already accepted","signal":"license_copyleft_inherited","observed":{"own_license":"GPL-3.0","copyleft_components":1},"dimension":"05","conclusive":true},{"reason":"no packaging manifest states a licence","signal":"license_manifest_conflict","observed":{"manifests_checked":["package.json","pyproject.toml","Cargo.toml","composer.json"]},"dimension":"05","conclusive":false},{"reason":"no vendored third-party code is committed","signal":"license_vendored_unlicensed","observed":{"components":0},"dimension":"05","conclusive":true},{"reason":"the licence is recognisable as GPL-3.0","signal":"license_grant_unclear","observed":{"class":"strong-copyleft","license":"GPL-3.0"},"dimension":"05","conclusive":true},{"reason":"no widely used compiled library is committed to the product","signal":"committed_native_libraries","observed":{"libraries":1,"recognised":[]},"dimension":"05","conclusive":true},{"reason":"the history scanned covers 10 months, less than the 12 this question needs","signal":"flags_accumulating","observed":{"months_scanned":10},"dimension":"04","conclusive":false},{"reason":"not a running service","signal":"api_versions_coexisting","observed":{},"dimension":"04","conclusive":false},{"reason":"the history scanned covers 10 months, less than the 24 this question needs","signal":"deprecations_lingering","observed":{"months_scanned":10},"dimension":"04","conclusive":false},{"reason":"the history scanned covers 10 months, less than the 24 this question needs","signal":"dependency_churn","observed":{"months_scanned":10},"dimension":"04","conclusive":false},{"reason":"the history scanned covers 10 months, less than the 24 this question needs","signal":"ci_platforms_dropped","observed":{"months_scanned":10},"dimension":"04","conclusive":false},{"reason":"the README's first screen states no end, move or freeze","signal":"repository_status","observed":{"statements":0},"dimension":"04","conclusive":true},{"reason":"nothing says development happens elsewhere","signal":"development_elsewhere","observed":{"no_pr_statements":0,"mirror_statements":0,"replayed_commit_share":0.0},"dimension":"02","conclusive":true},{"reason":"the root licence has not changed in the history read","signal":"licence_changes","observed":{"licence_versions":1,"unreleased_changes":0},"dimension":"05","conclusive":true},{"reason":"no directory carries a separate paid-edition licence","signal":"paid_edition","observed":{"directories":0},"dimension":"05","conclusive":true},{"reason":"releases keep pace with development","signal":"releases_stopped","observed":{"median_gap_days":2.5,"days_since_last_tag":0,"commits_last_90_days":462},"dimension":"04","conclusive":true},{"reason":"the newest release was cut from the branch surveyed","signal":"release_branch","observed":{"elsewhere":0,"on_branch":62,"tags_in_window":62,"direction_known":true,"later_on_branch":0},"dimension":"04","conclusive":true},{"reason":"no file says one person maintains it","signal":"single_maintainer","observed":{"statements":0},"dimension":"03","conclusive":true},{"reason":"record incomplete: no advisory found in the sources that answered; NVD: 12 records name monica with nothing tying them to this repository (CVE-2020-35660, CVE-2021-27368, CVE-2021-27369, …)","signal":"project_advisories","observed":{"sources":["OSV by commit","GitHub repository advisories","NVD"],"affecting":0,"exploited":0,"advisories":0,"version_from":"the newest release tag in the surveyed history","fix_unreleased":0,"sources_failed":[],"version_unknown":0,"high_or_critical":0,"surveyed_version":"1.0.114514","record_incomplete":["NVD: 12 records name monica with nothing tying them to this repository (CVE-2020-35660, CVE-2021-27368, CVE-2021-27369, …)"],"affecting_newest_release":0},"dimension":"05","conclusive":false},{"reason":"record incomplete: no advisory against the project in the last 24 months; NVD: 12 records name monica with nothing tying them to this repository (CVE-2020-35660, CVE-2021-27368, CVE-2021-27369, …)","signal":"advisory_record","observed":{"newest":null,"critical":0,"affecting":0,"could_not_tell":0,"last_24_months":0,"sources_failed":[],"high_or_critical":0,"record_incomplete":["NVD: 12 records name monica with nothing tying them to this repository (CVE-2020-35660, CVE-2021-27368, CVE-2021-27369, …)"]},"dimension":"05","conclusive":false},{"reason":"no affecting advisory is on CISA's Known Exploited list","signal":"project_exploited","observed":{"exploited":0},"dimension":"05","conclusive":false}],"schema_version":"1","repository_says":[],"surveyed_commit":null,"provenance_disclosure":{"agents":["Claude"],"recent":null,"window":null,"excluded":"lockfiles, vendored and generated paths are excluded from both measurements so that code nobody wrote cannot move the share","measures":"share of lines added by commits declaring an AI agent as co-author, as a proportion of all lines ever added","confidence":"moderate","measurable":true,"ai_line_share":0.0189,"total_commits":1203,"affects_rating":false,"excluded_lines":317448,"ai_commit_share":0.0374,"confidence_basis":["5% of non-merge commits carry any trailer at all","low trailer coverage: the convention may not be in consistent use","no widespread author/committer date divergence"],"declared_commits":45,"total_lines_added":2703087,"surviving_ai_lines":null,"surviving_measures":"share of lines still present in the working tree that originate in an AI-declared commit; null unless the scan was run with --deep","commit_share_by_year":{"2026":0.0377},"declared_agent_names":["Claude Opus 4.7","Claude Opus 4.7 (1M context)","Claude Opus 5","Claude Sonnet 4.6","Claude Sonnet 5"],"declared_lines_added":51110,"surviving_line_share":null,"floor_not_measurement":"This is a lower bound. It counts what the repository declares. Undeclared AI authorship is invisible here, and a single rebase removes the trailers this rests on. Absence of a declaration is absence of disclosure, not absence of AI authorship.","surviving_total_lines":null},"reliance":"An automated reading of a repository's code and its history up to one commit, with public advisory records. It may be wrong, it is not legal, financial, investment or security advice, and it does not replace diligence by a qualified person. It is provided for information: nobody may rely on it (Borehole's terms, section 3).","published_under_todays_rules":["1 finding from checks Borehole's calibration found wrong more often than right is no longer published."]}