libretro/wiki/profiling.md

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contribute	10	Profiling an emulator

Profiling guide

A profile is a YAML file that says which files one emulator opens, under which names, what it checks in them and whether it runs without them. Each line points at the code that proves it, at a fixed revision of that code (the pin, source_commit), so anyone can check it. Packs, checks and every emulator page on this site are built from profiles.

Example, one entry of emulators/duckstation.yml:

- name: "scph5501.bin"
  region: [north-america, latin-america]
  required: true
  md5: "490f666e1afb15b7362b406ed1cea246"
  priority: 5
  source_ref: "src/core/bios.cpp:47"

This guide shows how to read an emulator's code to write one.

Approach

A profile documents what an emulator loads at runtime. The source code is the reference because it reflects actual behavior. Documentation, .info files, and wikis are useful starting points but are verified against the code.

Source hierarchy

The desmume2015 .info file declares firmware_count=3. The source at the pinned revision opens no firmware file. Documentation and metadata are where a profile starts, and the code is where it is checked.

When sources conflict, priority follows the chain of actual execution:

1. Original emulator source (ground truth, what the code does)
2. Libretro port (may adapt paths, add compatibility shims, or drop features)
3. .info metadata (declarative, may be outdated or copied from another core)

For standalone emulators like BizHawk or amiberry, there is only one level. The emulator's own codebase is the single source of truth. No .info, no wrapper, no divergence to track.

A note on libretro port differences: the most common change is path resolution. The upstream emulator loads files from the current working directory, and the libretro wrapper redirects to retro_system_directory. This is normal adaptation, not a divergence worth documenting. Similarly, filename changes like naomi2_eeprom.bin becoming n2_eeprom.bin are often deliberate. RetroArch uses a single shared system directory for all cores, so the port renames files to prevent collisions between cores that emulate different systems but happen to use the same generic filenames. The upstream name goes in aliases:.

Steps

1. Find the source code

Check these locations in order:

1. Upstream original (the emulator's own repository)
2. Libretro fork (may have adapted paths or added files)
3. If not on GitHub: GitLab, Codeberg, SourceForge, archive.org

Always clone both upstream and libretro port to compare.

For libretro cores, cloning both repositories and diffing them reveals what the port changed. Path changes (fopen of a relative path becoming a system_dir lookup) are expected. What matters are file additions the port introduces, files the port dropped, or hash values that differ between the two codebases.

Source hosted outside GitHub is searched on GitLab, Codeberg, SourceForge, Bitbucket, archive.org snapshots and community mirror tarballs. Copyright headers and license strings in the libretro fork often name the original author's site. A source not found yet is a search not finished, and the profile waits for it.

Each profile gets its own reading of the code, even when the same repository was read for a related profile (fbneo, then fbneo_neogeo). The earlier reading says what that profile loads, not what the new one loads.

A declared upstream that answers 404 is not proof the project is gone. The account can differ from the Android package id (aenu.aps3e lives at aenu1/aps3e), a repository can be renamed, and a live repository can belong to the parent project rather than the one that publishes the package. A code search on the package id usually names the real repository.

A closed-source emulator is profiled from what it ships: decompiled IL for a .NET or Unity build, the string table and import directory of a native binary, the debug information a library was not stripped of. A source drop published after the fact can be older than every shipped build, so its option and file name strings are compared with a genuine binary before it is trusted.

An Android package is fingerprinted before a byte of it is read. Mirrors carry rebuilt and re-signed copies of paid emulators, and a profile read from one describes someone else's modification. Read the signing certificate, compare it with a build known to be genuine, and prefer an older genuine build to a newer repack. The profile names the rejected copies.

2. Trace file loading

Read the code flow, tracing from the entry point. Each emulator has its own way of loading files.

Look for:

• fopen, open, read_file, load_rom, load_bios calls
• retro_system_directory / system_dir in libretro cores
• File existence checks (path_is_valid, file_exists)
• Hash validation (MD5, CRC32, SHA1 comparisons in code)
• Size validation (fseek/ftell, stat, fixed buffer sizes)

Grepping for "bios" or "firmware" across the source tree can be a useful first pass, but it may miss emulators that use different terms (bootrom, system ROM, IPL, program.rom) and can surface false matches from test fixtures or comments.

A more reliable approach is starting from the entry point (retro_load_game for libretro, main() for standalone) and tracing the actual file-open calls forward. Each emulator has its own loading flow. Dolphin loads region-specific IPL files through a boot sequence object. BlastEm reads a list of ROM paths from a configuration structure. same_cdi opens CD-i BIOS files through a machine initialization routine. The loading flow varies widely between emulators.

Check which build reaches the code. When one tree builds a desktop and an Android app, the Android project can remove sources from its compile and wire other entry points, so a file the shared code opens may never be read on Android. A platform header can also leave a symbol undefined whatever the comment above it says. Read the project file and the macro block before calling a load path live, and scope the file in its note: when only one build reads it.

Everything the code opens from outside goes in the profile, not only BIOS images: fonts, keyboard maps, NV memory, samples, DSP firmware, game databases, data directories, native libraries loaded by name. For a library shipped inside a package, the test is whether the emulator's own code names it. ArcadeFlashWeb ships a whole Qt deployment, and its profile lists the few files its source names, such as the Flash runtime passed on the command line. Operating system runtimes (VCRUNTIME140.dll) are prerequisites written in notes:, never files.

3. Determine required vs optional

This is decided by code behavior, not by judgment:

• required: the core does not start or function without the file
• optional: the core works with degraded functionality without it
• hle_fallback: true: the core has a high-level emulation path when the file is missing

The decision is based on the code's behavior. If the core crashes or refuses to boot without the file, it is required. If it continues with degraded functionality (missing boot animation, different fonts, reduced audio in menus), it is optional. This keeps the classification objective and consistent across all profiles.

When a core has HLE (high-level emulation), code of its own that stands in for the file, mark the entry hle_fallback: true. The flag records the stand-in. It does not decide required, which still comes from what the code does without the file: most of the 778 entries that carry the flag are optional, and 13 are required, among them Beetle PSX's three region BIOS (emulators/beetle_psx.yml). The file still ships in packs, and verification reports its absence at INFO whatever required says.

MAME is read the same way. A missing ROM is fatal only when it is neither ROM_OPTIONAL nor NO_DUMP (src/emu/romload.cpp), so a set made only of NO_DUMP entries is not required, and MAME hashes the members of an archive, never the archive: those hashes go in contents:.

3b. Decide whether the file carries a region

Set region: only when the code branches on a territory to select the file. It documents the region the emulator picks the file for, never the region the dump came from. The two usually agree, and when they do not, the code wins: psxonpsp660.bin is a Japanese PSP dump that DuckStation uses as a region-free override for all three regions, so it is [world].

What qualifies:

switch (region_code) {                 // Genesis Plus GX, core/loadrom.c
  case REGION_USA:    load(CD_BIOS_US); break;
  case REGION_EUROPE: load(CD_BIOS_EU); break;
  default:            load(CD_BIOS_JP); break;
}

What does not, and why each trap is easy to fall into:

• A user option on a non-territorial axis. Geargrafx picks syscard1/2/3.pce by cdrom_bios, a card generation, and its game_db.h accepts the Japanese and the American CRC32 under the same filename. Tagging it [japan] would delete the PC Engine BIOS from a --region us pack.
• A model enum. SameBoy maps SGB2 -> GB_BOOT_ROM_SGB2 -> sgb2_boot.bin. That the SGB2 shipped only in Japan is hardware history, not a code branch.
• A configured path. PCSX2 accepts any 4-8 MB file with a valid romdir. Mednafen reads whatever md.cdbios points at.
• A television standard. Gopher2600 branches on env.Loader.ReqSpec == "PAL", a video specification, and the Atari 2600 has no region lock. There is no signal field: drop region: rather than map it. The exception is hardware that fuses both axes in one register, such as the Saturn SMPC area codes behind asia-ntsc and asia-pal. Mednafen names them for Taiwan and China, so a --region taiwan request reaches an asia-ntsc file and a --region china request an asia-pal one, and the other way round (AREA_TERRITORIES in scripts/region.py).
• A single-region system. When every file of a system shares one region, the pack filter keeps them all anyway, so annotating adds nothing.
• A language without a territory. Arabic MSX variants, CJK fonts. The vocabulary is territorial by design and inventing a slug would break it.

One naming trap: in ORIC.PAL-PROM-TBP24S10-1ab9b572.bin, PAL is a Programmable Array Logic, not the television standard.

Two traps run the other way, where a region is real but wider than it looks:

• The detector's default branch. Genesis Plus GX and PicoDrive set the US region for every Mega CD disc whose security byte is neither Europe's nor Japan's, so the US BIOS serves Latin America as well. Read where the region value comes from, not only the switch that uses it.
• A territory the code folds into another. Dolphin maps NTSC-K discs to NTSC-J (ToGameCubeRegion), so the Japanese IPL is also Korea's.

python scripts/region_audit.py then lists every region: that disagrees with the regions No-Intro gives the same dump. Each disagreement is a line to read in the source, not a correction to apply: the field records the code's selection, and a Hong Kong PS2 is an NTSC-J console.

3c. Record the search order

When several files can fill one slot (one role for one system and region, such as the North American PlayStation BIOS), priority: records the order the code looks for them, lowest first, read from the source alone. Two cores can rank the same file differently: pcsx1 walks scph1001, scph5501, scph7001 in that order while DuckStation prefers scph5501 (5) to scph1001 (10). The two uses of the field then answer differently. Choosing one file per slot (--one-per-slot) keeps every candidate, since dropping one would drop another core's first choice. Ordering a list keeps the best rank any core gives and notes the disagreement beside it, because a list drops nothing and the file the emulator prefers is the one a reader copies first.

4. Document divergences

When the libretro port differs from the upstream:

• mode: libretro - file only used by the libretro core
• mode: standalone - file only used in standalone mode
• mode: both - used by both (default, can be omitted)

Path differences (current dir vs system_dir) are normal adaptation, not a divergence. Name changes (e.g. naomi2_ to n2_) may be intentional to avoid conflicts in the shared system directory.

RetroArch's system directory is shared by every installed core. When the libretro port renames a file, it is usually solving a real problem: two cores that both expect bios.rom would overwrite each other. The upstream name goes in aliases: and mode: libretro on the port-specific name, so both names are indexed.

True divergences worth documenting are: files the port adds that the upstream never loads, files the upstream loads that the port dropped (a gap in the port), and hash differences in embedded ROM data between the two codebases. These get noted in the profile because they affect what the user actually needs to provide.

5. Write the YAML profile

emulator: Dolphin
type: standalone + libretro
core_classification: community_fork
source: https://github.com/libretro/dolphin
upstream: https://github.com/dolphin-emu/dolphin
profiled_date: 2026-03-25
core_version: 5.0-21264
systems:
  - nintendo-gamecube
  - nintendo-wii

files:
  - name: GC/USA/IPL.bin
    system: nintendo-gamecube
    required: false
    hle_fallback: true
    size: 2097152
    validation: [size, adler32]
    known_hash_adler32: 0x4f1f6f5c
    region: [north-america]
    source_ref: Source/Core/Core/Boot/Boot_BS2Emu.cpp:42

Record source_commit when profiling: upstream code moves, and a source_ref line number only stays checkable against the commit it was read at. Profiles written before this field existed carry profiled_date and core_version instead. They gain source_commit as they are re-verified.

Citations and pins

Every choice in a profile carries a source_ref to the original emulator's code, and to the wrapper's too when the wrapper changes the path. Line numbers only hold at one revision, so a few rules keep them checkable.

• The pin and the references move together. A profile rewritten from a reading of the current head records that head's sha in source_commit in the same edit. References updated without the pin describe one revision while the pin names another, and the next comparison reads the old code at line numbers that only make sense in the new.
• Paths start at the repository root. src/xenia/ui/imgui_drawer.cc:39 anchors, ui/imgui_drawer.cc:39 reports GONE although the file exists, and the failure looks like deleted code. A bare file name anchors only while one file in the tree carries it.
• Citations in prose count. Every file:line in notes and free text is checked like a source_ref, and a pin does not advance while one of them still describes the old revision.
• Line numbers are read, not copied. Search tools disagree on whether lines count from 0 or 1. Read the cited span at the pinned revision before writing it.
• A frozen line is pinned to its tag. A profile documenting a release that lives as a tag in a still active repository (pcsx2-legacy at PCSX2 v1.6.0) is checked against its own revision and never rebased onto the head. An upstream whose pin is the tag core_version names (GroovyMAME's base, mame0289) is read at that tag the same way, while the port itself is still compared with its head, and a bump leaves upstream_commit on the tag.
• A fork's base comes from the forge. upstream_commit of a fork is the merge base the compare API returns. A vendored version.h can name the project the fork once came from. When a package ships prebuilt binaries built from different commits of its own repository, the pin is the revision whose sources describe the shipped bytes, found by hashing each binary against the history.
• Upstream moved, the profile is read again. When the code a profile cites is rewritten or moved, the profile is re-profiled at the new revision. A profile held on a revision nobody ships documents a program that no longer exists.

Writing style

Notes in a profile describe what the core does, kept focused on: what files get loaded, how, and from where. Comparisons with other cores, disclaimers, and feature coverage beyond file requirements belong in external documentation. The profile is a technical spec.

Profiles are standalone documentation. Someone should be able to take a single YAML file and integrate it into their own project without knowing anything about this repository's database, directory layout, or naming conventions. The YAML documents what the emulator expects. The tooling resolves the YAML against the local file collection separately.

A few field conventions that protect the toolchain:

• type: is operational. resolve_platform_cores() uses it to filter which profiles apply to a platform. Valid values are libretro, standalone + libretro, standalone, alias, launcher, game, utility, test. Putting a classification concept here (like "bizhawk-native") breaks the filtering. A BizHawk core is type: standalone.

• core_classification: is descriptive. It documents the relationship between the core and the original emulator (pure_libretro, official_port, community_fork, frozen_snapshot, etc.). It has no effect on tooling behavior.

• Alternative filenames go in aliases: on the file entry (rather than as separate entries in platform YAMLs or _shared.yml). When the same physical ROM is known by three names across different platforms, one name is name: and the rest are aliases:.

• Hashes come from source code. If the source has a hardcoded hex string (like emuscv's 635a978... in memory.cpp), that goes in. If the source embeds ROM data as byte arrays (like ep128emu's roms.hpp), the bytes can be extracted and hashed. If the source performs no hash check at all, the hash is omitted from the profile. The .info or docs may list an MD5, but source confirmation makes it more reliable. A data file the build generates is rebuilt from the tree and compared byte for byte with the official release before its hash is recorded (PrBoom+ builds prboom-plus.wad with its own tool). A firmware URL that embeds an MD5, as Sony's update URLs do, names the revision the code expects, and records md5: without validation: [md5]. A hash that comes from neither the code nor the shipped file is not written, even labelled informative.

• A name a platform's launcher reads (a Batocera generator, a RetroBat launcher) is not an alias: it describes the platform, and the platform's scraper records it under launchers:. aliases: holds the names the emulator itself opens.

• For a file the code finds by content (found_by: content), name: is a label. It reuses the name other profiles give that exact dump, so it never collides with another dump's established name: ares labels borrowed from other cores once put its revision on a path where RetroBat pins a different dump.

• bundled: true keeps a file out of packs because the user already has it. not_bundled_on, installed_on and unread_on refine that per platform from that platform's own package or launcher, each with the reference that shows it.

• unsourceable: stops a different file with the same name from being served in the entry's place. It never means the file cannot be found, and the entry stays an acquisition target. XM7's kanji ROMs carry it because the collection's KANJI.ROM files are other machines' fonts.

• path: is the full destination, file name included. A directory-only value collapses several entries into one count. On a profile that is type: standalone, mode: standalone sits at the top only: repeated on each file it hides them from the cross-reference.

• An entry of a multi-system profile carries system:, read from the code. The toolchain never guesses it, and an entry without one is counted as unattributed.

• Every name in cores:, and every numeric file name, is a quoted string: name: 01 reads back as 1. cores: lists every name the buildbot and the platforms use for the core, since a name no profile claims is a core that target filtering skips.

• Metadata goes in fields, never in parentheses inside a string.

6. Validate

python scripts/cross_reference.py --emulator dolphin --json
python scripts/verify.py --emulator dolphin
python scripts/verify.py --emulator dolphin --verbose   # per-core checks + source refs
python scripts/profile_sync.py --emulator dolphin       # do the source_ref lines still hold

The profile also has to satisfy schemas/emulator.schema.json and the semantic invariants checked beside it, which CI runs on every PR touching emulators/. The same command, locally:

python scripts/validate_schemas.py --source-only

A schema check alone accepts profiles this rejects: a check declared with no value to compare (validation: [crc32] and no crc32), a data_directories ref the registry does not name, a path: written in this repository's layout instead of the emulator's, a citation no declared revision can reach.

Three more checks catch what the schema cannot see:

• python scripts/profile_sync.py --emulator NAME reports 0 to re-read. A batch of GONE references on a new profile means the path prefix, not upstream drift.
• In python scripts/verify.py --emulator NAME --json, the status counts add up to the number of entries. An entry the collection was never meant to hold that reports OK is a homonym being served, and needs unsourceable:.
• A profile that becomes standalone + libretro joins every RetroArch pack. Generate the RetroArch manifest with and without it into a scratch --output-dir and compare the destinations: a standalone layout written into path: shows up as files at destinations no core reads.

Lessons learned

These are patterns that have come up while building profiles. Sharing them here in case they save time.

.info metadata can lag behind the code. The desmume2015 .info declares firmware_count=3, but the core source at the pinned version never opens any firmware file. The .info is useful as a starting point but benefits from a cross-check against the actual code.

Fresh analysis per profile helps. When fbneo was profiled for arcade systems, NeoGeo-specific BIOS files were outside the analysis scope. Profiling fbneo_neogeo later surfaced files the first pass hadn't covered. Doing a fresh pass for each profile, even on a familiar codebase, avoids carrying over blind spots.

Path adaptation vs real divergence. The libretro wrapper changing fopen("./rom.bin") to load from system_dir is the standard porting pattern. The file is the same, only the directory resolution changed. True divergences (added/removed files, different embedded data) are the ones worth documenting.

Each core has its own loading logic. snes9x and bsnes both emulate the Super Nintendo, but they handle the Super Game Boy BIOS and DSP firmware through different code paths. Checking the actual code for each core avoids assumptions based on a related profile.

Code over docs. Wiki pages and README files sometimes reference files from older versions or a different fork. If the source code does not load a particular file, it can be left out of the profile even if documentation mentions it.

YAML field reference

Profile fields

schemas/emulator.schema.json is the contract CI validates every profile against. It requires emulator and type, then files, or alias_of for an alias. A profile also carries source_commit or profiled_date: without either, profile_sync has no revision to read the source_ref lines at and reports the profile as uncheckable, and the CI job that runs profile_sync.py --strict on each profile a pull request adds fails on it.

Field	Required	Description
emulator	yes	display name
type	yes	libretro, standalone, standalone + libretro, alias, launcher, game, utility, test
core_classification	no	pure_libretro, official_port, community_fork, frozen_snapshot, enhanced_fork, game_engine, embedded_hle, launcher, alias, other
source	no	libretro core repository URL. A dict when the core ships under several repos
upstream	no	original emulator repository URL
profiled_date	see above	date of source analysis. Quote it, or YAML parses it as a date object
core_version	no	version analyzed
source_commit	see above	commit SHA of source the code was read at. Anchors every source_ref line number
upstream_commit	no	same, for upstream
source_branch	no	branch source was read from when it is not the default one (a port living on a pull request branch). profile_sync follows it
built_by	no	platforms that ship this build under its core name, compiled by them or installed from the project's own release (Recalbox's mame0278, the GSplus legacy build). On those platforms the name resolves to this profile, never through all_libretro: the buildbot does not publish it
bios_mode	no	agnostic when the core takes any file of the right shape in its BIOS folder instead of a fixed name (PCSX2). Packs then carry every matching dump, and a <bios>.bin placeholder stands for them
bios_directory	no	the folder an agnostic core scans, relative to the system directory (pcsx2/bios/). A scan never seeds from files outside it
standalone_directories	no	what the standalone build resolves standalone_path against, as its code names it: a directory ($XDG_DATA_HOME/flycast), a setting (Dreamcast.BiosPath), an environment variable (FLYCAST_BIOS_PATH) or the function returning the directory (find_user_data_dir). A platform whose launcher links or passes a folder of its BIOS tree under one of them gets the standalone files in that folder
display_name	no	full display name (e.g. "Sega - Mega Drive (BlastEm)")
logo	no	image URL used on the emulator page
systems	no	list of system IDs this core handles
cores	no	every upstream name the core is known by, for buildbot/target matching
alias_of	for type: alias	profile key this one aliases. The alias carries no files
library_name	when a libretro file has load_from: save_dir	the library_name the core reports in retro_get_system_info, read from the code. RetroArch sorts saves by core by default and hands the core <save directory>/<library_name>, so packs and the installer need it to place a file read there. Empty when the core reports an empty name, for which RetroArch adds no folder (FS-UAE, libretro/libretro.c:575)
save_folder_once	no	true when the core adds its own folder to the save directory only where the directory it is handed is not already named so (Cemu's in_named_dir, src/libretro/CemuLibretro.cpp:1670-1681). Every load_from: save_dir path then starts with that folder, the library_name, and the file lands in the same place whether the frontend sorts saves by core or not
mode	no	default mode: standalone, libretro, or both
verification	no	how the core verifies BIOS: existence, md5, sha1, crc32
files	yes, unless type: alias	list of file entries
data_directories	no	whole directory trees the core needs, referencing _data_dirs.yml keys. An entry may carry mode: when only one build reads the tree, and required: false when the core runs without it (--required-only then leaves it out)
notes	no	free-form technical notes
note	no	single-paragraph variant of notes
exclusion_note	no	why the profile has no files despite .info declaring firmware
analysis	no	structured per-subsystem analysis (capabilities, supported modes)
analysis_date, analysis_commit	no	when and at which commit analysis was produced
platform_details	no	per-system platform-specific details (paths, romsets, forced systems)
mame_version	no	MAME romset generation a MAME-family profile targets
archive_prefix, pack_structure	no	how arcade entries are laid out inside the pack

Descriptive fields, rendered on the emulator page and read by no tool: author, based_on (the project and version a fork starts from), core and core_name (the library file name), bios_size, bios_identical_to (the profile whose BIOS set is the same), resources_directory, rom_path, builtin_boot_roms, valid_bios_crc32, memory_layout, machine_properties, machine_directories, model_kickstart_map, whdload_kickstarts, firmware_titles and mlc_structure (system titles a Wii U or Switch firmware installs), dev_flash, dev_flash2, dev_flash3 (PS3 flash partitions), and game_count.

Files read from the save directory

Some libretro cores read system data below the save directory the frontend hands them, not below the system directory. Azahar moves its whole user folder to <save_dir>/Azahar/ under the default option "LibRetro Default" (src/citra_libretro/core_settings.cpp:1048-1080), falling back to the system directory only when the frontend gives none. Such an entry carries load_from: save_dir (or {libretro: save_dir}), a path relative to the save directory, and the profile names its library_name.

The save directory itself is the platform's: save_directory in platforms/_registry.yml names it where the frontend keeps it in one place. RetroArch keeps saves/ beside system/ and sorts by core, so Azahar's keys land in saves/Azahar/Azahar/sysdata/keys.txt. Lakka keeps /storage/savefiles. Batocera, RetroBat and RetroPie hand each game or system a folder of its own: those entries are listed as omitted (no_save_directory), never placed in the BIOS tree where the core does not look.

File entry fields

Field	Description
name	filename as the core expects it
required	true if the core needs this file to function
system	system ID this file belongs to (for multi-system profiles)
systems	the systems of the profile this file serves, when it serves several but not all (a MAME device set the machines of two systems load). Never written with system
archive	ROM set the file lives inside, for arcade entries (e.g. neogeo.zip)
size	expected size in bytes, or a list when the code accepts several exact sizes
min_size, max_size	size range when the code accepts a range
md5, sha1, crc32, sha256	expected hashes from source code
known_hash_adler32	expected Adler-32 hash (Dolphin's DSP ROMs). Pair with adler32_byteswap when the code hashes 16-bit byte-swapped data
adler32_pairs_with, adler32_pairs	the file hashed together with this one and the combinations the code accepts, this file's value first, in table order: Dolphin warns on a DSP ROM pair outside its known_roms even when each file passes alone
pin_frozen	why source_commit is held on purpose rather than followed. The profile is then judged against its own revision, like one pinned to a superseded tag
prose_written_at	the pin a reader confirmed the prose citations against. When the profile's history shows a text living under several pins, profile_sync takes this one as the revision the text describes, so a bump is no longer refused for a citation already reread. It never overrides a history with a single candidate
version_source	for a project published outside any forge, {url, pattern}: the page that announces releases and a regular expression whose first group is the latest version. profile_sync --check-version compares it with core_version, and check_freshness --profiles calls the profile stale when they differ. no_genuine_copy names an announced version found only rebuilt or re-signed: the profile stays on the newest unmodified build and is not stale until the page announces a later one
upstream_gone	why the declared upstream can no longer be reached, when that is settled rather than transient. Records the death instead of leaving the profile failing every pass. profile_sync reports it as declared, and reports the contradiction if the forge answers again
source_mirror	a repository carrying the same tree, consulted after source and upstream. What keeps a profile checkable once its own forge stops answering
validation	checks the code performs: size, crc32, md5, sha1, adler32, signature, crypto. Can be a list or dict {core: [...], upstream: [...]} for divergent checks
aliases	alternate filenames for the same file
mode	libretro, standalone, or both
hle_fallback	true if a high-level emulation path exists
category	bios (default), game_data, bios_zip
region	always a list of territory slugs from the schema enum ([north-america], [japan, asia-ntsc]). The region the code selects the file for, never the region of the dump. See step 3b
region_check	true if the core refuses to boot a game whose region does not match the BIOS
fast_boot	BIOS generation label the core uses to decide whether fast boot is available
priority	preference order when several BIOS satisfy the same slot, lowest wins. DuckStation's FindBIOSImageInDirectory keeps the image whose priority is lower, and its table de-prioritizes by raising the number: the buggy launch console sits at 50 and PS2 images at 100, while scph5501 sits at 5. A core that walks an ordered search list, as PicoDrive does with biosfiles_us/eu/jp, maps onto the same field as 1, 2, 3. Only set it from the source. --one-per-slot reads it
embedded	true if the data is compiled into the binary and the external file is optional
bundled	true if the emulator's own release installs the file where it reads it, for the build mode names (all builds when mode is absent). Packs and the installer leave it out: the user already has it. A file the standalone release ships but the libretro core does not (PPSSPP's assets, Dolphin's Sys) is bundled with mode: standalone only
not_bundled_on	platforms (registry keys) whose package leaves out a file the release bundles: their packs bring it (Batocera installs hcl without its data)
unread_on	platforms (registry keys) whose launcher points the emulator at other files, so the entry is never opened there and leaves that platform's report and pack (RetroBat gives standalone BlastEm absolute BIOS paths)
installed_on	platforms whose own package installs the file beside the emulator although the release does not: their packs leave it out (Batocera and RetroPie copy blueMSX's machines beside the core)
has_builtin	true if the core falls back to a built-in copy when the file is absent
config_key	configuration key the emulator exposes to point at the file
load_from	directory the core reads the file from when it is not the system directory, keyed by build ({libretro: save_dir}) when the standalone build reads standalone_path from its own folder. save_dir is the directory the frontend returns for RETRO_ENVIRONMENT_GET_SAVE_DIRECTORY: path is then relative to it, as the code joins it (Azahar's Azahar/sysdata/keys.txt, Dolphin's User/GBA/gba_bios.bin), and packs and the installer place the libretro build's file below the save directory (see Files read from the save directory). content_dir, working_directory, config_dir, data_dir and the others describe places no pack reaches
found_by	name when the code opens the file by its name (the default), content when it scans a folder and identifies the file by hash, so the name is only a label (DuckStation by MD5, bios.cpp:208). Set on the profile or on one file, a dict splits standalone from libretro. A label is never written into a platform file as a name to hold, and pairs with a platform entry only by hash
source_ref	source file and line number (e.g. boot.cpp:42), read at the profile's source_commit when set. A dict splits standalone from libretro when they diverge. In a profile that declares both source and upstream, each cited path opens with the one its lines are in: source libretro.c:120 for the port's own code, upstream emu/memory.c:46 for the emulator's, including the copy a port carries. profile_sync --attribute-refs writes these words from where the lines are found, and the site labels each citation with them
path	destination path relative to the system directory, or to the save directory under load_from: save_dir
standalone_path	where the standalone build reads the file, under its own data folder, when it differs from path (the libretro destination). Packs for a platform running the emulator standalone use it
on_mismatch	what the code does when a declared check fails: reject (default) or warn and run with it, for every check or check by check ({size: warn, md5: reject})
variant_group	one slot of one core that several entries fill, whatever system each is filed under (PicoDrive's twelve Mega CD BIOS). Region selection keeps one per group
size_note	how the code treats the file's size when no size field can say it (a read capped at 32 bytes, a file created empty when absent)
type	directory when the code reads a whole tree (an RTP, a folder of speech samples). path is then the directory, written with its trailing slash, and the entry stands for every file the collection holds under it. A name ending in / requires it
description	what this file is
note	additional context
contents	structure of files inside a BIOS ZIP (name, description, size, crc32)
storage	embedded (default), external, user_provided, or large_file/release for files stored as release assets (listed in .gitignore)
agnostic	true if any file under the system path within size constraints satisfies the requirement
unsourceable	why the collection cannot hold these exact bytes. It stops a different file with the same name from being served in the entry's place, while every hash proof still runs. The entry stays an acquisition target
destination	target path within the BIOS directory