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Edgar ArakelyanandClaude Opus 5.5
970969cb53
* feat(desktop): capture a Linux desktop application in use Add `capture-desktop-application`, a CLI-only, Linux and X11 capture that launches an installed desktop application, watches it while it is used and writes capture Evidence plus SHA-256 addressed content: - inventory: desktop entry, launch command, executable, package and its apt sources (or snap, flatpak, AppImage), Electron markers and candidate state directories; - session: the launched process tree, client windows from xprop with the first application window time and a window match, and files held open; - state: a stat walk of the home directory before launch, at checkpoints read from stdin, at stop and after exit, with created, modified, deleted and retyped paths and the content of changed files and state directories. It refuses non-Linux hosts, missing DISPLAY or xprop, a non-empty output folder and an application whose window is already open, and signals only processes it started. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): own launched processes, confirm walk coverage and keep cancelled captures - Launch through the owned provider path with a run token; release with SIGTERM, then the token-verified group cleanup, after every session. Processes without the token are never signalled; each records whether it carries it, and the session records whether cleanup was verified. - Report creations and deletions only where a walk listed the nearest existing directory; count the rest as unconfirmed. - Retain a file only when it is still the walked version, through owned no-follow reads; charge the budget only for new content; create files exclusively in a private output folder owned by the caller. - Walk content roots outside the home directory, compare paths in their physical spelling, and run executables from the caller's directory. - Refuse when the window list cannot be read, re-evaluate window ownership each sample, handle one queued request per sample with a bounded stdin queue, and write the capture with end reason `cancelled` on interruption. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): keep owned cleanup failures and fresh digests - Allow a capture cancelled before any requested checkpoint to hold only the baseline. - Retry an incomplete stop once; if cleanup is still unverified, write the capture and fail with the run token and process group as cleanup resources. - Classify path changes after a walk (ENOTDIR and other selected-file errors) as changed_since_walk instead of failing the capture. - Treat a non-directory ancestor as proof that nothing existed beneath it. - Report a before digest only for the file version it was read from. - Derive stderr_truncated from stderr's own byte counts. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * wip(desktop): state view over a capture folder Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): keep failed file-handle closes owned for retry Content reads pass retainFailedClose, so a handle whose close fails stays owned by the content store; the capture retries those closes after it is written and fails with the output folder as the cleanup resource if one still cannot be closed. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * feat(desktop): read a captured application's state Add inspect-desktop-application-state, a CLI command that reads a capture folder into the application's state: every retained or changed file with its role and reasons, a typed JSON view of each version (SQLite through the shared worker, dconf through a private dconf dump, JSON, XML, key files, text) and the kinds of change between versions (lines, values, keys, rows). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): report process and handle cleanup failures together When both the launched processes and a retained file's handle remain unresolved after the capture is written, one cleanup error now lists both reasons and both resource sets. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * feat(desktop): export a captured application as an agentenv computer app Add export-desktop-application, which writes an agentenv bundle with one computer_app environment from a capture folder and its state view: the apt package, a boot launch matched on the captured window class with a window ready check, owned paths from the state roles, a seed of the baseline files, data hooks that call agentenv's add/get/reset helpers with a typed JSON view on get, a skill, a README and a deploy smoke task. The desktop CLI commands now load their services lazily. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): keep state views faithful to the capture - Read key files, XML attributes, dconf groups and SQLite tables into dictionaries without inherited properties, so captured keys such as __proto__ stay data. - Version databases with their write-ahead log as of each checkpoint, and stage only digest-verified bytes for the SQLite and dconf readers. - Detect the format per version, report format changes, keep JSON null and empty containers as values, keep XML text and preserved whitespace, and mark truncated views (including XML depth) and comparisons of them. - Number versions and changes by checkpoint index, decide baseline presence from the captured type, and keep tagged SQLite integers, text bytes and blobs distinct. - Carry the capture's limitations and omitted content forward, match state directories by their home path, index changes once per capture, keep failed handle closes owned, and finish the CLI through the shared owner. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): keep coverage, logs and handles honest in the state view - Read coverage flags only from formats whose readers write them, so JSON fields named truncated stay data. - Fail a SQLite version whose write-ahead log existed but was not retained or does not match its digest, instead of reading the database alone. - Close retained content on every exit, including cancellation, and report a close that still fails together with the primary failure. - Finish the CLI with the canonical operation name. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): export only what the computer can install and seed - Refuse packages not from the Ubuntu 24.04 archive, since the computer installs by name from that archive. - Start the launch command in the captured working directory. - Respell the home path only in files the state view read as text. - Report files that were not retained instead of dropping them silently. - Load captured dconf keys for apps that own no files. - Keep home-level files as owned paths; rename reserved Python class names. - Mark truncated SQLite and text views in the class's get view, and read file types the way the state view does. - Release the output tree through a resource scope, and read seeds through an owner closed on every exit. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): keep staged folders owned, symlinked state roots and XML values - Stage database bytes in a private runtime root released through a resource scope, so a failed removal keeps its owner and is reported with the read's outcome. - Report cleanup facts and owners from desktop failures instead of wrapping them as a plain adapter error. - Record the state directories as walked, in their physical spelling, and match roles against both spellings, so files in a symlinked state directory are not mistaken for selected documents. - Keep whitespace-only XML leaf values; drop only formatting between elements. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): read XML in the exported app the way the state view does Keep whitespace-only leaf values and xml:space="preserve" text in the generated get view; drop only formatting between elements. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): release retained handles with their owners, read older captures - Release retained-content handles whose close failed through a resource scope on every exit; a release that fails again reports the exact handle owners. A read that finished keeps its bytes when only its close failed. - Accept captures written before state directories were recorded, and say in the state view's limitations that symlinked state directories may be misclassed for them. - Compute each XML element's whitespace context once instead of scanning siblings for every text run. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): boot without the working folder, bound XML, accept mirrors - Try the captured working directory only when an argument is relative, and start the app even when that folder is missing. - Cut the generated XML view at REA's node and depth limits, and keep one unreadable file from failing data/get. - Accept Ubuntu 24.04 mirrors, not only the canonical hosts; PPAs and other repositories are still refused. - Read seeds through the retained-content owner's new signature. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): state view review round - Stage a retained -journal beside its database so the SQLite worker accepts an inactive journal and refuses a hot one; a -wal or -journal that existed but was not retained (including one omitted at the baseline) makes the version unreadable. - Keep tables that read when another fails, and let cancellation and unfinished cleanup propagate instead of becoming view errors. - Read text as a key file only when every line parses as one. - Rank a file named in a window title or selected by the caller as a document even when the application holds it open; match titles on file-name boundaries; leave the display name out of dconf matching. - Bound JSON and key file views (4 MiB, 500 levels, exact numbers) and report too-large, missing and altered retained content separately. - Add no version or change while a database stays absent. - Read staged databases in place instead of copying them again. - Give Evidence the same limitations as the result. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): export review round - Load captured dconf keys without D-Bus: install dconf-cli, compile the existing and captured key files into the user database, and warn on failure instead of stopping the server. - Start relative-argument launches in the captured working directory, the home included, since the framework launches from the app folder; respell the home itself and option values under it. - Read views in a thread, skip files over 64 MiB, align the generated readers with the state view's, and close SQLite connections. - Never own the home or a shared base folder; map a symlinked state directory's files back to their home spelling. - Report omitted files and unretained opened folders. - Name the module so it cannot shadow another, and keep the class off the module's own names; derive names the bundle check accepts. - Write seeds as they are read, and remove an unpublished bundle on failure. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): capture review round - Ask the launch process group and token carriers to exit before killing them, on errors too; report incomplete cleanup with its facts. - Count descendants of the launch as started by the capture even when their environment cannot be read; treat a reused pid as a new process. - Follow symlinked desktop entries; name a flatpak's state after its application id; match flatpak windows by name only. - Stop on end of input; refuse empty, duplicate and reserved checkpoint names; require whitespace after the checkpoint keyword. - Stay on each walk root's device, and never walk or retain `/` or a directory containing the home; say so in the limitations. - Refuse a window manager that does not publish _NET_CLIENT_LIST. - Remove retained content when a capture fails before it is written. - Skip reading a file larger than the remaining content budget. - Record apt's archive origin for each package source. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): read an unset client list as no windows when supported xfwm4 leaves _NET_CLIENT_LIST unset while it manages no windows, so the capture refused an ordinary desktop with nothing open. Read _NET_SUPPORTED with the list: an unset list means no windows when the window manager supports it, and the capture is refused only when it does not. `xprop`'s "no such atom" output now reads as unset too. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): accept packages by apt's archive origin Accept a package source when apt reports its origin as Ubuntu for a noble suite, so mirrors count and PPAs or other repositories that merely have "ubuntu" in their URL do not. Captures made before origins were recorded fall back to Canonical's own archive hosts. Seed reads report why retained content could not be used. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * feat(desktop): capture and export apps from vendor apt repositories A closed-source app installed from its vendor's apt repository, such as Typora, can now be captured and exported as a computer app. - The capture records each non-Ubuntu repository listing the installed version (uri, suite, components from apt's sources files, one-line or deb822) and the key that signs it: the signed-by key, or the trusted key that gpgv shows verifies the repository's signed index. The key is retained with the capture. - The capture records the packages owning the libraries the executable loads (DT_NEEDED with RUNPATH and the linker cache, through REA's ELF readers), since a vendor package may not depend on them. - The export declares a verified vendor repository as an AptSource with its key, installs a vendor package's library packages, and adds --no-sandbox to an Electron app's launch, since a container denies Chromium's sandbox. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): report a locked database at once in data/get A database the running app holds locked made each data/get wait sqlite's five-second busy timeout before reporting it. Record the Typora run in an agentenv computer in the verification. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * perf(desktop): detect key files without splitting the whole text Read lines one at a time and stop at the first that a key file view would drop, instead of splitting a file of up to 64 MiB into arrays before its format is known. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): keep symlinked homes and state folders under the home in exports - Respell a path under its state folder's logical spelling only when that spelling is under the captured home, so a symlinked HOME keeps its files; pair walked and logical state folders only when the capture lists the same number, and match the innermost folder first. - When two files map to one home path, keep the one present before the capture and name the other in the limitations. - Read key files in the generated data/get with the state view's rule, checked against it by running the helper under python3. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): end captures on zombies and keep cleanup owners - A zombie or dead process no longer keeps the session open. - Remove only the partial capture file this run created. - Keep the exact owners of handles and processes whose cleanup failed on the returned error, so a retry can release them; test the published capture's cleanup-failure branch with mixed outcomes and retries. - Release the application once even when the exit checkpoint fails. - A cancellation before the capture is written removes what it retained. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): vendor package review round - Match apt sources through `apt-get indextargets`, which covers flat `./` and `/` suites and gives each release file and sources entry. - Accept a key whose signature verifies even when the release carries another signature without a key here; keep only the verifying key from a keyring holding several (OpenPGP packet splitter). - Install the package from its repository's release (`name/<release>`), declare one source per URI and suite, support only the capture host's architecture, and refuse Ubuntu Pro repositories. - List only library packages the computer can install; walk libraries only for vendor installs, with RPATH inherited as ld.so does, normalized paths, and DT_NEEDED bounded while reading. - Put --no-sandbox after the program an env wrapper launches; keep the gpgv folder's owner when its removal fails; respect --max-file-bytes for keys; wait 0.25 s on a busy SQLite database in data/get. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * docs(desktop): keep the vendor spec's gpgv command on one line A code span broken across lines left `<binary keyring>` for VitePress to read as an unclosed HTML tag, so the docs build failed. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * feat(desktop): add a validated task to exported desktop applications Each capture can now yield one agentenv task in its exported bundle. An agent writes the task (a prompt plus declarative checks over the app's data/get views); REA validates it and stays model-free. - `describe-desktop-application-task` summarises a capture's net change per file (role, format, views before and after) and drafts checks. - Checks: file presence, lines present/absent/counted, JSON-pointer values, SQLite rows and counts. REA keeps a task only if a check fails on the seed and every check passes on the captured end state; a file that was not retained at the baseline counts as absent, as the computer starts. - `export-desktop-application --task` writes tasks/NAME.json (deploy, agent, skills, recording, prompt, verifier), a compiled verify.py that reads data/get, and an eval. A boundary test runs the verifier under python3 and checks it agrees with REA's evaluator on every check kind. - Docs, spec and skill guidance, with the solve-rate recipe. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * test(desktop): keep the seed test in its own block Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * docs(desktop): record the task verifier driven in an agentenv computer Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * docs(desktop): record the Typora task run in an agentenv computer Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): keep task checks bounded, complete and attributable - line_count counts lines holding a substring (contains) instead of matching a regular expression, which could stall the verifier on agent-written text and read differently in Python. - value_equals of a whole object or array is undecided on a truncated view. - The draft keeps a database whose rows changed under an unchanged hash, and a file whose truncated views match while it changed. - A task file that cannot be read keeps the reader's detail, and a failed cleanup keeps the read failure as its primary. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): leave a file with one version out of the task draft Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * docs(desktop): update the task verification's test counts Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * docs(desktop): record the task solve rate with Claude Code and Sonnet 5.5 Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * feat(desktop): capture and export apps installed from a downloaded .deb capture-desktop-application --package-file reads the file's control fields with dpkg-deb and records its SHA-256, size and dependencies when it holds the installed package; the file itself is never kept. The library walk now also runs for local installs. export-desktop-application --package-url declares agentenv's Download(url, sha256) for that file, its dependencies and library packages as apt packages, and a run script that installs it with dpkg. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): seed app-named dotfiles and respell UTF-16 seeds The capture now treats dotfiles in the home named after the application (.varicad-cfg.ini, .notesrc) as state roots, so a file the app only reads during the capture is still seeded. The exported seeding respells the captured home in UTF-16 text files with a byte-order mark, keeping the mark. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): hold readiness until the app's own window shows An exported app is ready only once a window of its class that the taskbar lists is shown, so a splash screen of the class, which skips the taskbar, no longer counts as the app being up. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * docs(desktop): record VariCAD captured, exported and run in an agentenv computer Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): keep exported views strict JSON for infinite and inexact numbers The exported data/get spells infinite and negative-zero SQLite reals as REA's SQLite reader does ("Infinity", "-Infinity", "-0"), and refuses a JSON file holding a number that reading would change (1e999, integers past 2^53, -0, rounded fractions) with the state view's own error, instead of a view with an infinity in it. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): keep package-file facts tied to one file and URLs unechoed - A --package-url refusal never repeats the URL, and credentials are checked before the scheme. - The package file's identity must hold between dpkg-deb's read and the hash. - A failed close keeps its cleanup owner even when the capture is cancelled. - Readiness also ignores windows typed as splash screens. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): record database logs and keep state changes distinct - A selected path that is not a directory brings its -wal and -journal as content roots, so the capture records whether they exist and retains them. - The state view treats a file as absent only under recorded content roots and refuses a database whose log presence is unknown. - JSON changes list containers too, so an array that becomes an object with the same members is a change. - Key file entries escape the key as a JSON pointer segment, so [a/b] c and [a] b/c stay apart. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): keep watching through unread samples and late workers - An unreadable window list is unknown, not zero windows, and is named in the limitations. - Before ending the session, live run-token carriers no parent link reached are tracked; an unreadable process table leaves the exit unknown. - An env prefix's assignments find the program and name its XDG folders. - flatpak run options that take a value are skipped with it, -- is honoured and a /arch/branch suffix is dropped from the id. - State directories include the entry's full id. - Path options refuse empty values; roots count toward the entry limit. - A capture file whose close failed stays owned and is retried on discard. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): bound apt sources, keep older captures and cleanup owners - Sources files parse into one stanza per line or deb822 paragraph with its URIs and suites kept as lists, so no URI x suite product is built. - Repository architectures and release are optional, so captures written before they were recorded parse; the export treats them as unrestricted and unknown. - Library sources are matched against every index of a declared repository's URI, suite and components. - Two failures side by side keep both causes and both cleanup owners, and a host file whose close fails reports a lease on its handle. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): match escaped key file entries and suggest containers through members - The draft's key file lookup uses the state view's escaped `group/key`, so a key holding `/` or `~` still gets its suggestion. - JSON and XML changes now list containers too; the draft suggests an added or removed container through its listed members, and a container only when none of its members is listed. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): read relative PATH entries from the launch folder A program, or an empty or relative PATH entry, is resolved from the folder the program starts in, as the launch does, so `env PATH=. app` with the entry's Path still finds the app. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * perf(desktop): compare JSON views on one shared path JSON and XML changes are found by walking both trees with one shared pointer path, building a pointer only for a listed value, so memory follows depth rather than every container's full path. A pointer over 4096 characters is counted but not listed. A 256-level document with 4000-character keys went from about 251 MiB of heap to under 1 MiB. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): keep JSON Lines as text in the exported reader The exported reader parses the whole text before an inexact number makes it JSON with an error, so JSON Lines with an integer above 2^53 stay text as in REA. Over-long integer spellings are unsafe without converting them. The guide no longer claims large integers keep their value. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): keep the state-path help free of dash-led words The CLI alias check reads `-wal` and `-journal` in help text as short flags, so the help names the write-ahead log and rollback journal instead. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): never record or export apt source credentials - Source URIs lose any user name and password as they are parsed, the way apt splits them, and so do index-target URIs and descriptions and the sources apt-cache policy lists, so matching works whether or not apt prints them. - A repository whose entry held credentials is marked `uri_credentials_removed`, and the export refuses it, or an older capture whose URI still holds them, with a reason that names no URL. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): look programs up without normalizing their paths Program paths and PATH entries are joined rather than resolved, so `..` after a symbolic link means what it means to the launch. The lookup moves to its own module. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): note inexact JSON numbers with a flag, not a list The exported reader only needs to know whether any number was inexact, so it keeps a boolean instead of every rejected spelling. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): refuse older captures that still hold apt credentials A capture written before credentials were removed counted the credentialed repository's libraries as installable, so the export refuses it whole and asks for a new capture rather than declaring packages no source offers. Recorded policy sources are redacted in export messages too. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * test(desktop): keep the credential fixture on an example host A login on a real host reads as a secret to the commit scanner, so the older capture's fixture uses apt.example.com like the other credential tests. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): tidy looked-up paths and search relative entries only for env Empty and `.` segments are dropped from a looked-up program path, which keeps `/snap/bin/` entries recognisable as snaps, while `..` is still left for the kernel. Relative and empty PATH entries are searched only in the PATH an `env` prefix sets, which travels with the exported launch; the host's own PATH does not. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): keep excluded and unwalked database logs unknown The capture records the paths every walk left out, and the state view treats a log as absent only under content roots the baseline walked completely and outside those exclusions, so an excluded or unvisited log leaves the database unread rather than read without it. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): judge JSON numbers after duplicate keys settle The exported reader marks an inexact number instead of flagging it during the parse, then looks for marks in the parsed value, so a number a later duplicate key overwrote no longer refuses the file, as in REA. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): redact a repository's policy source when it names it An older capture whose policy source matched no sources entry kept that text whole, and the export named the repository by it; the export now names it without any user name or password. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): never signal the launch group on unknown membership When the current read cannot observe a carrier's process group, the carrier is signalled on its own instead of letting an older process-table row grant a group-wide SIGTERM. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): look programs up in the launch's order and refuse host-relative finds The lookup searches PATH as the launch does, an empty entry meaning the launch folder, so inspection and launch name the same program. A program found only through a relative or empty entry of the host's own PATH is refused, since the exported computer would not have it; an env prefix's PATH travels with the command. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): count unchecked paths and keep logs behind them unknown Each walk counts the paths it could not stat and the directories on another device it did not enter, and the checkpoint records it as `unchecked_paths`. The state view treats a log as absent only when the baseline left nothing unchecked, so a log whose stat failed stays unknown. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * perf(desktop): scan parsed JSON with one iterator per level The check for marked numbers walks the parsed value with an iterator per nesting level instead of copying each container's children; a million-entry array went from about 15.7 MiB to 8.1 MiB of peak traced memory. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix(desktop): start a relative program from its captured folder An exported launch whose program path is relative, such as `./app` from an entry's Path, now changes to the captured working directory first, as it already did for relative arguments. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>