Entrpi
e6d0618979
* feat(artifacts): inventory and extract ESP32 firmware images ESP32-family app and bootloader images (magic 0xE9) had no reader, so open_binary refused OTA downloads, app partitions and bootloaders. Add the esp-image container format behind inspect_artifact and extract_artifact. A pure decoder reads each byte once and keeps only fixed-size fields. Derived facts cover the chip, from a table cited to ESP-IDF v6.1; segment classification as ESP-IDF's should_map and should_load; checksum and appended SHA-256 results; app and bootloader descriptors; Secure Boot v2 signature blocks, observed and unverified; and undescribed trailing byte ranges. Truncation and undescribed bytes make coverage unknown. ESP8266 images are refused with a specific reason, and ciphertext stays unrecognized. Add the format to every target, Evidence, snapshot, live-summary and artifact vocabulary, document it, and add an optional verify:esp-images lane that compares esptool-built images with esptool image-info and espsecure signature-info-v2. Refs #3615 * test(artifacts): run the ESP image lane on esptool v5.6.0 The lane compared descriptor fields only when esptool image-info printed one, so a descriptor that REA reports and esptool does not print passed without comparison. Compare the descriptor kind in both directions. Record that the lane passed for all 13 images with esptool and espsecure v5.6.0, the version the layout facts cite, as well as with 4.12.0. * refactor(artifacts): define ESP image layout sizes once The decoder and the derived facts each defined the segment-header, appended-digest and flash-sector sizes, the erased-byte scan and the offset formatter. Define them once with the other fixed-layout structures and import them in both places. The signature slot count is the one constant that drives the slot scan. Correct the observedEnd comment: it is the end of the last chunk read. * fix(artifacts): report ESP-IDF's segment length limit by chip ESP-IDF's verify_segment_header rejects a segment of 16 MiB or more unless the chip maps flash through 32-bit cache addresses (SOC_SPI_MEM_SUPPORT_CACHE_32BIT_ADDR_MAP: ESP32-S3, P4, C5, C61, H4 and S31 in v6.1). Record that capability in the chip table and add a limitation for such segments; unknown chips get none. `loaded` repeats should_load. It does not mean the bootloader accepts the segment: verify_load_addresses still rejects one outside the chip's RAM, which REA does not model. Say so in the docs, the skill reference and the inventory limitation. * test(artifacts): check ESP lane tools first and verify extraction The lane started work before checking its tools, so a missing RISC-V target, ld.lld, esptool or espsecure surfaced as a raw spawn or command error. Check each one before building and name the variable to set. Warn when esptool is not v5.6.0, the release the layout facts cite. Assert each segment's class for the ESP32-C3 app, its variants and the bootloader, as the Xtensa image already did. Extract the app and the signed image through the CLI and compare every file with the bytes at esptool's segment offsets or in the appended signature sector; the source's SHA-256 must be unchanged and equal the reported root_sha256. * docs(artifacts): state what the ESP image lane does not establish The Verification section listed the lane's checks but not its gaps: only ESP32-C3 and ESP32 images come from a real producer, no real project build, OTA download or flash dump is inspected, no signature is verified, and the lane does not run in CI. Record the timing of the final lane run on esptool v5.6.0. * fix(artifacts): compare ESP segment declarations Segment entries hash only their data, so compare_artifacts reported a segment that moved to another load address with the same bytes as unchanged; only the image itself changed. Compare each segment's load_addr and data_len as its declaration, as Node SEA and PyInstaller members are compared, and count a changed declaration as a metadata change, also when content is unavailable. Header offsets are layout and the classification is derived, so neither is compared. * test(artifacts): run ESP lane commands as owned process trees The lane ran its tools through execFile. A timeout killed only the direct child, so a linker or assembler that Clang or GCC had started could keep running while the lane removed its workspace. Run every command through createVerifierCommands, check the tools inside withVerifierCleanup, and remove the workspace only after commands.close() has stopped every tree; a failed close keeps the workspace. Only a nonzero exit now counts as a refusal or an expected esptool failure; timeouts and spawn failures propagate. Supervising each command roughly doubles the lane's run time. * test(artifacts): cancel ESP decoding after its first decoded chunk The cancellation test requested cancel or close on setImmediate, which can land while the file is still being opened and checked, so it never showed that decoding had started. It also passed against a reader that ignored both requests while decoding. Acknowledge the decoder's first chunk, then cancel or close, join the operation, and assert that no later chunk reaches the decoder and that the reader ends closed. * docs(artifacts): record which ESP metadata comparison ignores Segments are compared by their declaration. The image's and the signature blocks' format_metadata are not: every field comes from their own bytes, which content comparison already covers, and a block's image_digest_matches follows the image's content. * feat(artifacts): inventory and extract ESP flash layouts A whole-flash dump of an ESP32-family chip was read as its bootloader image, with the partition table, apps and data left as undescribed bytes, or refused when it began with erased flash. Read it as an esp-flash-image container instead. The partition table is decoded as esp_partition_table_verify accepts it and is found at the caller's partition_table_offset, at the default 0x8000, or by scanning 0x1000-aligned sectors for a table whose MD5 verifies, which the inventory reports as derived. The bootloader is located at its chip's ROM bootloader offset. Each partition is an entry with its declaration in flat format_metadata; the bootloader and app partitions carry ESP image facts from the existing streaming decoder; the otadata records are reported with a selection derived without rollback or anti-rollback, and the running partition stays unknown. One unreadable partition does not hide the others, and extraction writes every partition, nvs_keys included, as ordinary data. Flash layouts are detected before single ESP images. The scan runs only when an ESP image sits at a ROM bootloader offset, and is refused when a bootloader at another chip's offset shows that the dump does not start at flash address 0. open_binary gains flash_offset and partition_table_offset, which require format esp-flash-image and are part of the snapshot target identity; the CLI takes them with --target-format esp-flash-image. Comparison treats a partition's label, type, subtype, range and flags as its declaration. * test(artifacts): verify ESP flash layouts with gen_esp32part, merge-bin and otatool Add the optional verify:esp-flash lane. It builds default and relocated partition tables with ESP-IDF's gen_esp32part.py, assembles dumps with esptool merge-bin, including one written from flash 0x1000, and writes OTA records with otatool through flash_file_tool.py, which replaces parttool's esptool calls with reads and writes of the dump file. It compares REA's bootloader and app facts with esptool image-info, every partition with gen_esp32part.py's decoding of the extracted table, and the OTA records and derived slot with otatool read_otadata after each switch. It also checks extracted bytes and source integrity, the scan and caller table offsets, flash_offset on the 0x1000 dump, a corrupted app beside valid partitions and a truncated dump. ESP32 linker scripts place the conformance bootloader and app in ESP32 address ranges. * fix(artifacts): read ESP flash layouts as the bootloader does Read the partition table as bootloader_utility_load_partition_table does: the last factory, otadata and same-subtype OTA declaration wins, and a limitation names repeats. Plan each otadata record within its partition and the dump. An otadata partition smaller than two sectors selects none, the bootloader's INVALID_INDEX; a record the dump lacks leaves the selection unknown while the other record stays reported. The fallbacks follow the bootloader's indexes: ota_0-fallback and factory-fallback name no partition when the table declares none, and the assumptions add GPIO holds and deep-sleep wake. Refuse a dump whose bootloader contradicts its origin before the default table offset is tried, whether flash_offset was omitted or given, and keep the ESP image reader's ESP8266 refusal. A table never lies inside the located bootloader image, so single app images are no longer scanned. An explicit esp-flash-image selection is decided before other container signatures, and the native commands' --target-format no longer takes it. Say when no bootloader confirms the default origin. Exempt the primary bootloader and partition_table entries of ESP-IDF 5.3 from placement limits, report every region inside a longer one, and name partitions by index when labels repeat ignoring case. Keep an undecodable label's bytes in label_hex and compare them. Word undescribed ranges as starting at a byte that is not erased, and treat a short erased region as erased. Add an MCP compare_artifacts test for partition declarations, reader identity and close tests, scan edge cases, the 0x2000 ROM offset and a literal otatool CRC. * test(artifacts): verify ESP primary layout entries and the otadata fallback Build a table with the primary bootloader and partition_table entries that gen_esp32part.py fills from --primary-bootloader-offset, and check that REA reads it with complete coverage, no overlap or misplacement limitation, and a table that agrees with gen_esp32part's decoding. Erase the otadata with otatool after the slot switches and check the records against read_otadata and the factory fallback. * fix(artifacts): keep ESP flash coverage complete for a dump cut short An esptool merge-bin dump ends after the last part it wrote, usually inside its last partition. Such a partition made the layout's coverage unknown, so artifact comparison of two merge-bin dumps reported every unchanged partition as unknown. The partition table names every partition whatever the file's length, so a partition cut short or left out by the end of the file hides no entry. As the ESP image reader does for a cut-short segment, its entry holds the bytes the file has and an entry limitation gives the declared size; a partition with no bytes stays in partitions_outside_dump. Coverage stays complete unless undescribed bytes remain or no bootloader is located. An MCP compare_artifacts test of two dumps that end inside ota_0 now classifies every partition, and fails on the old rule. * fix(artifacts): report written bytes in ESP partitions, erased slots included An app slot is erased for ESP-IDF's bootloader when its image header bytes are erased flash, and REA reported only that status. A slot can still hold data further in: a dump read from a device held a complete older app image 1 MiB into an OTA slot reported as erased, with no limitation. Each partition entry now records where the bytes the dump holds are written, relative to the partition: written_offset, the first byte that is not 0xFF, written_end, just past the last, and written_bytes, how many are not 0xFF. They are null for a partition outside the dump. The status stays erased, which is the bootloader's view, and a limitation names an erased app slot that holds written bytes and says they are not read as an image. The reader reads every partition byte once more to find them. * fix(artifacts): derive the ESP boot selection for every partition table The boot selection lived inside otadata, so a table without an otadata partition, the common factory-only layout, had none. ESP-IDF's bootloader_utility_get_selected_boot_partition returns the factory index when the table declares no otadata partition. Move it to a top-level boot_selection that every layout has. Its basis names the bootloader's branch: otadata, factory-fallback and ota_0-fallback from the records, no-otadata for a table without otadata, none for the bootloader's INVALID_INDEX, and unknown when the dump lacks a record the bootloader reads, which replaces the null selection. running_partition moves with it, and otadata keeps its partition index and records. The assumptions name what each branch leaves out: no records assumption without otadata, and none for none or unknown. The real-tool lane checks no-otadata on a table gen_esp32part built without otadata. * fix(artifacts): say when an ESP image is a flash dump read from 0x1000 An ESP32 dump read from flash 0x1000, as read-flash 0x1000 or merge-bin --target-offset 0x1000 writes it, opened automatically as its bootloader image with a megabyte of undescribed bytes and no next probe. The flash reader refuses that origin, but nothing told an agent which flash_offset to pass. espFlashDumpOrigin owns the inference: an image of a chip whose ROM loads the bootloader from flash R, at file offset F, is the bootloader of a dump read from R - F when a partition table sits where that origin puts 0x8000. The ESP image reader asks it for a non-app image at file offset 0, so the result does not depend on how the reader was created, and records flash_dump {flash_offset, table_file_offset}, null otherwise, with a limitation that says to reopen the file as esp-flash-image with that flash_offset. inspect_artifact proposes the same open_binary call as a next probe, and the flash reader's misplaced-origin refusal names the offset. * perf(artifacts): summarize nested ESP images in the flash layout summary view The summary view returned an ESP flash layout's root facts whole, so each app partition and the bootloader carried every segment and signature block, about half of a dump's summary. The summary view now gives each nested image a summary instead of its facts: status, chip, entry point, segment count, load ranges (each mapped, loaded or unclassified segment's address and declared length), the checksum and appended SHA-256 statuses, coverage and limitations. Complete detail keeps the full facts, every segment included, and the retained Evidence is unchanged. On a 16 MiB device dump the summary's root falls from 5,141 to 2,657 bytes, and the summary Evidence from 10,038 to 7,554. * test(artifacts): expect the misplaced image the ESP bootloader search reports8a748d3ccadded misplacedImage to the bootloader search, which the locator uses to name the origin a misplaced bootloader implies, but one test still compared the search result without it. Expect the image's chip and file offset, and no image for an unknown chip. * fix(artifacts): give every ESP partition from the dump's start an entry Afterecbc1a772kept coverage complete for a dump cut short, a partition wholly past the end of the file still had no entry, only a partitions_outside_dump row. Comparing a merge-bin dump with a full device read then reported that partition as added or removed, as if one table did not declare it. Every partition from the dump's first byte on is now an entry holding the bytes the file has: none for one past the end, with a limitation saying the file holds none of its bytes, no image facts and null written fields. partitions_outside_dump keeps only partitions that begin before the dump's first byte, and coverage is unknown when one does, since it has no entry. Two dumps that lack the same partition now compare it as unchanged, and a dump against a longer one reports the partition as changed; an MCP test of a merge-bin dump against a full one checks that no path is added or removed. Unlike the ESP image reader, which marks a truncated image's coverage unknown because later segments and signature blocks may be hidden, the flash reader can list every partition from the table whatever the file's length; only the entry limitation follows the image reader. * fix(artifacts): select no ESP app from a partition table the bootloader rejects boot_selection followed bootloader_utility_get_selected_boot_partition but not the table check before it. For a table whose MD5 does not match, or that has a second MD5 entry, esp_partition_table_verify fails, the bootloader selects no app and resets. REA still derived a slot from the otadata records, although the table's own limitation said the bootloader rejects it. The selection now has basis none, with no assumptions, for a table the decoder marks invalid. It also follows two more branches of the bootloader: an otadata partition at offset 0, which the bootloader takes for none, selects the factory index as no-otadata, and a table without an OTA app selects its fallback even when the dump lacks a record, since the bootloader then ignores the records. The bootloader also rejects a table whose partitions end past the flash size in its header. REA does not model that check; the format guide says so. * fix(artifacts): require the ESP dump origin's table to follow the image espFlashDumpOrigin named a later flash origin whenever a partition table decoded where that origin puts 0x8000. Bytes inside the image's own segments could be read that way, so an ESP32 bootloader whose segment data held table-shaped bytes at file offset 0x7000 was reported as a dump read from 0x1000. The table must now start at or after the image's end, the rule the locator already applies to the default table. The ESP image reader passes the image_end it decoded, or the file size for a truncated image; the flash reader's refusal passes the end of the misplaced image's segments. The bootloader search drops its misplaced flag, which only restated misplacedImage, and the next probe formats offsets with offsetText. Reader tests cover the 0x1000 and 0x2000 ROM offsets, a standalone bootloader, bytes that begin like a table, an app with a table at 0x7000 and a table inside a segment; without the boundary check, three of them fail. * fix(artifacts): give the ESP flash summary its own kind and each image's identity The summary view's ESP flash root kept kind esp-flash-image, so a consumer bound to kind could not tell an image's summary from its full facts, and the advertised schema held two objects with the same kind const. It is now esp-flash-image-summary. The per-image summary also dropped the descriptor, which is what tells two app slots apart, and named each image only by its partition index, which the summary view, having no entry rows, could not resolve. Each nested image now carries its entry path from the layout plan, in both views. The summary adds the descriptor kind with its identifying fields (an app's project_name, version, idf_ver, secure_version and app_elf_sha256; a bootloader's version, idf_ver and secure_version), the signature block count and each load range's classification. Its enums and fields derive from the schemas that own them. An MCP test reads a dump with an app in ota_0 and an erased ota_1 that holds older bytes: it checks both summaries, that the summary's inventory Evidence is the one the complete view returns with full facts, and the erased slot's written range. * test(artifacts): cover cancel and close during the ESP written-bytes scan The written-bytes pass reads every byte of each partition the dump holds, checking that the reader is open before each chunk, but only app decoding had a cancellation and close test. A data partition, which only that pass reads, now holds 9 MiB; once the scan has examined its first chunk, a cancel rejects preparation with the caller's reason and a close with unavailable, and the scan examines no further chunk. The erased-slot test now asserts the whole set of erased-slot limitations, so factory, ota_0 and nvs, which the bootloader reads or which are not app slots, are shown to have none. * docs(artifacts): re-time the ESP flash lane and state only observed causes The lane ran again after its assertions changed; both esptool runs passed, and the timed run's figures replace the earlier ones. The erased-slot paragraph no longer names a cause for the older bytes, which REA cannot observe, and the skill reference states that every table has a boot_selection in its own sentence, with the none basis for a table the bootloader rejects. * fix(artifacts): retire ESP flash members as the ESP image reader does #7498's maintainer commits made the ESP image reader keep a member owned until its consumer closes it, retire fully buffered bytes when cancellation arrives after production, and refuse to finish an inventory paused across close. The ESP flash reader was copied from the earlier reader. Main's shared stored-member lifecycle cases failed two of eight against it: a paused inventory completed after close, and buffered member bytes stayed readable after cancellation. Give the flash reader the same lifecycle and run the shared cases against it. * docs(artifacts): re-time the ESP flash lane after merging main The lane passed again with esptool v5.6.0 and 4.12.0 on the merge of upstream main. Record the v5.6.0 run's time and peak resident set. * fix(artifacts): read ESP image Evidence recorded before flash_dump The flash layout work made `flash_dump` a required field of the `esp-image` root metadata. Evidence recorded before it has no such field, so newer REA rejected records that were valid when they were made: `compare_artifacts` and `inspect_analysis_view` reported `evidence_integrity_mismatch` for them. The field is now optional when read. A record without it parses as it is, so the graph digest it commits to still matches; nothing fills the field in. The image reader still writes it for every image, and the inspection probe reads a missing field as no hint. A regression test recommits an image inventory without the field and passes it inline to `compare_artifacts` and `inspect_analysis_view`. Against a server built with the required field, `compare_artifacts` rejects it. * fix(artifacts): stop the ESP flash gap scan when the reader closes The scan for the first written byte in each undescribed gap checked only the caller's signal. `close()` marks the reader closed and waits for preparation, so it waited while the rest of a long erased gap was read. The gap scan now takes the reader's open check, as the written-bytes scan and the image decoder do, and checks it before each chunk. Tests cancel or close the reader after the scan's first chunk of a 9 MiB erased gap and confirm that no later chunk is examined. * fix(artifacts): name ESP partitions with Windows device labels by index The safe-label rule accepted labels such as `NUL`, `con` or `COM1`, so extraction wrote `partitions/NUL.bin`. Windows reserves those names before any extension, and ordinary Windows tools cannot use such a file. A label that is a Windows device name (`CON`, `PRN`, `AUX`, `NUL`, `COM0`-`COM9` and `LPT0`-`LPT9`, any case, alone or before a dot) now takes the existing index fallback. The partition metadata and the entry's source path keep the label. * fix(artifacts): read ESP flash partitions' written bytes in one pass Each partition got its own scan of the bytes the dump holds, so partitions declared over the same bytes read them again and again. Overlaps only add limitations, so a crafted table reached this normally: 94 overlapping partitions over a 32 MiB dump would examine about 3 GiB before the first entry. The reader now reads the bytes the partitions cover once. Partition boundaries cut them into segments; one pass counts each segment's written bytes and bounds, and each partition's extent is the sum of the segments inside it. Every partition keeps its own declaration, extent and limitations. The pass checks the reader's open state before each chunk, as the per-partition scan did. A test declares 60 partitions over one MiB, 40 over all of it and 20 over its first half, and checks each partition's extent and the overlap limitations. The reader reads 1,113,256 bytes of the 1,114,112-byte dump; one scan per partition read 52,493,480. * test(artifacts): fail the ESP lanes on failed commands and refusals `otatool` turned a nonzero exit into returned text, which its callers discarded, and `inspect()` returned `{ refused }`, which the flash lane never checked. A failed command then surfaced later as a slot assertion, an output-parser error or a TypeError, hiding its cause. Commands the lanes need to succeed now reject with the output they exited with: `otatool` and `inspect()` do so through a shared `failedCommand`. An expected refusal is opt-in: `refusal()` returns REA's output and fails the lane when REA opens the file. The ESP image lane's two ESP8266 cases use it. Checked by calling `otatool` on a file without a table, `inspect()` on a file REA refuses and `refusal()` on a file REA opens; each rejects with its cause. * fix(artifacts): require a partition entry in an ESP partition table The decoder counted the slot, not the partitions, so a lone MD5 entry over the empty prefix, followed by the terminator, decoded as a table with no partitions. Default and caller-selected detection then accepted that empty layout, although the guide requires one partition. A table now needs one partition entry before its terminator. An MD5 entry alone is refused as `entry 1 at 0x20 ends the table before any partition entry`. The cases cover the decoder and both automatic and caller-selected location. * fix(artifacts): decode an image shared by ESP app partitions once Each app partition got its own decode, so app partitions declared over the same bytes decoded and hashed the same image again and again, the same pattern the written-bytes scan had. With 60 app partitions over one 960 KiB image the reader read 64,029,736 bytes of a 1,114,112-byte dump. Regions with the same file range now share one decode; each keeps its own copy of the facts. Partitions with different ranges still decode separately, because truncation can change the facts: at most one decode per partition the table holds, each within its partition. A test declares 60 app partitions over one image, 40 holding all of it and 20 cutting it short, and expects three decodes: the bootloader, the whole image and the cut one. The 60-partition dump now reads 2,161,864 bytes, as a dump with one app partition does.
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REA: Reverse Engineer Anything
One MCP for reverse engineering across binaries, applications, and runtime behavior.
See a feature you like. Understand how it works, down to the binary level.
Quick start · How REA works · What you can analyze · Showcases · Build RL environments · FAQ · Documentation
npx rea-agents setup
Important
Get REA from morluto/rea, rea.tools, or the rea-agents npm package. Follow the installation and release links from these official sources. A similar repository name or copied README does not establish that a download is official.
See a feature in an app that you want in your own product? Ask your agent to investigate it with REA. It can inspect the app without its source code, explain how the feature works, show the evidence, and build a version for your project.
REA connects your agent to tools for inspecting native binaries, JavaScript and Electron apps, .NET assemblies, and websites. You can also use the same tools from your terminal. Analysis runs locally, and results include the evidence and limitations behind each conclusion.
Setup registers REA with your agent and installs matching workflow instructions. Native analysis can use an existing Hopper, Ghidra, IDA or Kuna installation; setup can optionally install Hopper with approval. Static JavaScript analysis needs no native analysis engine.
Visit the REA website for setup instructions, illustrated guides, and real case studies.
Quick start
On Linux, Ghidra, JADX, firmware tool launches and static JavaScript/Electron
analysis require a procps-compatible ps on REA's PATH for process ownership
checks. Recovery steps are in docs/installation.md under
"Linux owned-process prerequisite".
Set up your agent
With Node.js and npm installed, run:
npx rea-agents setup
Choose your agents, review the proposed changes, and approve them. Setup adds REA's MCP server and matching workflow instructions, with backups of existing configuration. Restart your agent afterward. Setup records the selected runtime and REA entry script directly. If acquired through a package runner, keep its cache entry available. Run package acquisition from a trusted directory outside the target project. Installation and recovery details are in the setup guide below.
Setup supports Claude Code, Codex, Cursor, Gemini CLI, Grok Build and other agents. See installation and setup for provider configuration and manual MCP registration and Claude Code/Codex plugin installation.
MCP uses compact input schemas by default to reduce context overhead. Set
REA_MCP_INPUT_SCHEMA_PROFILE=full in your MCP registration when you need the
complete advertised field guidance and nested validation details. Both profiles
keep the full tool set and canonical server validation. See
"Compact input schema profile" in the MCP contracts guide.
Complete output schemas are advertised by default. If your client caps the
complete tools/list frame, set REA_MCP_OUTPUT_SCHEMA_PROFILE=compact to
bound each advertised output schema, or off to omit output schemas entirely.
Both settings keep canonical server-side validation and complete structured
results. See "Output schemas" in the MCP contracts guide.
Ask your agent
Understand how search works in the Notes app, show me the evidence, and build a
similar feature for my project.
Replace Notes with your target app and the feature you want to understand.
Use the terminal
Inspect an extracted JavaScript/Electron app directory or ASAR:
npx -y rea-agents@latest analyze-javascript-application /absolute/path/to/app --json
The result includes modules, imports, Electron boundaries and their evidence.
Replace the path with your target, such as "D:/apps/example" on Windows.
To install the rea command for regular use:
npm install --global rea-agents
rea --help
For native analysis, configure a provider first. See the CLI and Evidence guide for native commands, provider selection, snapshots and scripting.
Update REA
REA changes quickly, and new releases include frequent bug fixes. Keep your installation up to date.
For a CLI installed with npm install --global or bun add --global:
rea update
rea --update is an alias for this verified workflow and accepts the same global
output flags. Use rea update when combining it with other command controls.
Updater commands retain at most 4 MiB of stdout and stderr combined. Oversized metadata replies are rejected after the command exits; verbose installs continue with bounded diagnostics. Human progress output respects terminal backpressure and waits for submitted writes to finish.
Bun global updates require Bun 1.2.17 or later. With an older Bun release,
upgrade Bun manually before running rea update.
To refresh your agent registrations and skill, run the setup command printed by the update.
If you use npx, update your agent setup with:
npx rea-agents@latest setup
Review the setup changes and restart your agent. For one-off CLI commands,
use npx rea-agents@latest followed by the command. With Bun, use
bunx rea-agents@latest in place of npx rea-agents@latest.
How REA works
Your agent calls REA through MCP to inspect the target and trace relevant code. REA returns findings with their evidence. The agent uses them to ask follow-up questions, explain the behavior, or write and test an implementation. CLI commands use the same workflows.
What you can analyze
REA requires Node.js 22.x (>=22.23.4), 24.x (>=24.22.1), or 26.12.1+, plus npm. Additional tools and host support depend on the target:
| Target | What REA returns | Requirements and guide |
|---|---|---|
| Desktop installations | Runtime candidates, supporting files, component markers and next probes | Built-in bounded directory/header inspection; desktop applications |
| Native binaries | Pseudocode, assembly, strings, symbols, calls and references | Hopper, Ghidra, IDA or Kuna; native analysis |
| Offline ELF layout | Sections, segments, original symbols/relocations and static mitigation candidates | Caller-supplied pwntools on Linux x64; binary diagnostics |
| Go binaries | Embedded compiler version, modules, replacements and build settings | Built-in static ELF/PE/thin Mach-O inspection; no Go installation required |
| GPU code objects | CUDA/HIP targets, selected kernel parameters and resources, retained PTX text | Built-in static ELF/PE/fatbin/CUBIN/PTX inspection; GPU code objects |
| Model artifacts | GGUF / safetensors metadata, tensor declarations and derived totals | Built-in header inspection; optional full-file hash; model files |
| IL2CPP metadata | Unity global-metadata.dat assembly images, type and method names and index ranges | Built-in static decoding of versions 24, 27, 29, 31 and 39; no Unity required |
| Godot PCK | Archive inventory and extraction, original header/directory facts and selected content identities | Built-in static formats 2, 3 and 4; no Godot required |
| Rust binaries | Embedded cargo-auditable crate names, versions, sources and dependency edges | Built-in static ELF/PE/thin Mach-O inspection; Rust binaries |
| PE certificates | Authenticode WIN_CERTIFICATE entries and PKCS#7 signer/X.509 identity fields | Built-in static PE inspection; PE certificates |
| PE imports | Import and delay-load DLL names, ordinals, IAT RVAs and pefile import hash | Built-in static PE inspection; PE imports |
| ELF notes | PT_NOTE/SHT_NOTE owners, types, GNU build-id and ABI-tag fields | Built-in static ELF inspection; ELF notes |
| Apple IPS crashes | .ips metadata, threads, images, registers and documented crash classes | Built-in static JSON inspection; Apple IPS |
| Linux kernel modules | .modinfo keys, __versions CRCs, this_module presence, and signature trailer | Built-in static ELF inspection; kernel modules |
| Erlang BEAM | IFF chunks, atoms, exports, imports, lambdas and the Code header | Built-in static BEAM inspection; Erlang BEAM |
| WASM artifact | Validation, sections, exact import/export WAT forms and decoded WAT | Caller-supplied WABT 1.0.42; inspect_wasm_artifact |
| EVM bytecode | Dispatch selectors, byte offsets, inferred arguments and mutability | Local raw/hex carrier on Linux x64; offline EVM guide |
| SQLite databases | Tables, columns, indexes, views, triggers and selected ordinary-table rows | Local database/WAL snapshot; Node.js 24.x >=24.15 or 26+ with native SQLite limits |
| Recorded Linux crashes | Raw notes, every recorded thread's registers/signals and optional mapping candidates | Caller-supplied pwntools on Linux x64; optional GDB/pwndbg; recorded crashes |
| JavaScript / Electron | Modules, imports, source maps, routes, IPC and native add-on relationships | Node.js and npm; Linux: procps-compatible ps; application analysis |
| Websites | Page structure, scripts, network observations and requested screenshots | A Chrome-family browser; browser analysis |
| Saved network captures | Requests, responses, exposed payloads and source locations | HAR or Fiddler Everywhere SAZ; mitmdump on Linux for native mitmproxy; capture guide |
| .NET assemblies | Metadata, CIL instructions, declared native dependencies and build comparisons | None (static only); managed-code guide |
| Android APKs | Manifest declarations, classes, decompiled methods and references | Headless JADX and a full JDK on Linux/macOS/Windows x64; Android guide |
| APK signatures | v1/v2/v3/v3.1 signers, certificate fingerprints, key rotation and digest self-consistency | None (static only); inspect_apk_signature |
| Android devices | Devices, packages, processes, logs, dumps, screen captures, and APK/file transfers | Caller-supplied adb (emulator or hardware); ADB guide |
| JEB projects | Engine-backed project units, artifact digests and type/method pseudo-code | A caller-started JEB client serving MCP, selected with REA_JEB_MCP_URL; JEB guide |
| Android resources | Decoded manifest, string tables, locales and version facts | Caller-supplied Apktool launcher; resource guide |
| Flutter apps | Dart snapshot hash, per-ABI library digests and engine build provenance | None (static APK parsing); Flutter guide |
| Firmware | Regions, extraction results and native-analysis handoffs | Binwalk / Unblob on Linux; firmware guide |
| Recorded packets | Selected fields, repeated values, filters and decode-as rules | Linux: TShark 4.x + prlimit; capture guide |
| Packet summaries | Endpoints, DNS, TLS SNI, protocol distribution and HTTP requests | Caller-supplied tshark and capinfos (Linux-verified); pcap guide |
| Recorded logic signals | Decoder annotations, sample ranges and diagnostics | Linux: sigrok-cli 0.7.2 + prlimit; signal recordings |
| Packages and resources | File inventories, digests, plists, Apple bundle anatomy and extracted resources | Artifact and JavaScript guide, Apple applications |
| Process behavior | Terminal output, interactions, exit and filesystem observations, and run comparisons | Linux/macOS with a native PTY; process capture |
| PyInstaller executables | CArchive members, Python version, entry scripts and extracted bytecode | None (static only); Python packaged applications |
Static JavaScript and .NET inspection read the supplied files without running the application. Runtime capture runs or interacts with the selected target using your user permissions; each runtime guide describes its effects.
For offline native-binary inspection, REA also supports caller-supplied GNU objdump and Rizin. See the reverse-engineering tools guide for provider setup, CLI commands, and Evidence limitations. REA does not install or update either provider.
Native formats and host support vary by provider. See
Hopper and Ghidra setup, the
IDA guide (including an optional native MCP bridge), the
Kuna decompiler guide, and
experimental Windows Ghidra support.
Ghidra also supports 16-bit DOS analysis.
For large binaries, raise the provider's startup deadline with
REA_GHIDRA_STARTUP_TIMEOUT_MS or REA_HOPPER_STARTUP_TIMEOUT_MS.
For provider selection, see the CLI guide.
Check release availability
for features added since the latest npm release.
Showcases
DX-Ball: reconstruct a sound-pan calculation
Follow a sound call into its position-to-pan helper, inspect the instructions, and turn incomplete pseudocode into C. The reconstruction passes 3,205 original-x86 cases and reproduces all 63 compiled function bytes.
Read the case study · Reconstruction repository
Notion: trace the Electron clipboard bridge
Find the renderer's clipboard API, follow it through preload and IPC into the main process, and inspect the rich clipboard format.
TH04: recover a DOS bullet-ring calculation
Inspect the original PC-98 game's 16-bit instructions, recover the fixed and aimed angle calculations, and compare the reconstructed C++ with the historical compiler output.
Read the case study · Reconstruction repository
Build RL environments with REA
Record a web app session, turn its API into tools, and export an environment an AI agent can use. Run it with AgentEnv, then add tasks and reward checks for RL training or evaluation.
Read the guide · Watch the video
If you've used REA on something interesting, we'd love to see it. Share your case in an issue or a pull request, including the target, your question, how REA helped, and what you found.
Build RL environments
Give an AI agent a local environment to practice tasks such as finding an issue or creating a folder, without running the original app. Use it for reinforcement learning (RL) or to test how well an agent completes tasks.
REA turns recorded API requests and responses into tools the agent can call. The environment uses the recorded data and supports changes only when the recording confirms their effects.
With REA set up in your agent, replace the example URL and folder tasks below with your own:
Use REA to build an RL environment from my test web app at
http://127.0.0.1:3000.
Cover listing, creating, renaming, and deleting folders. You may create and
remove test folders. Leave existing data unchanged.
Save it in a folder named my-env. Check which operations work and tell me
how to run it.
Use the command line instead
Use these commands if you already have a file containing the app’s recorded browser requests and responses. Running the result also requires AgentEnv and Docker.
rea environment-build ./session.har ./my-env --name my-env --json
agent-env run ./my-env
REA exports a runnable environment with a basic test to check that it starts and responds. Use it with your RL framework to define task goals, add reward checks, and run training.
Build an environment · Environment reference · Watch the demo on X
FAQ
Which agents can use REA?
Any agent that supports local MCP servers. Setup configures the supported agents; other clients can use manual MCP registration.
Do I need a native analysis engine?
Deep native analysis uses Hopper, Ghidra, IDA or Kuna, depending on the target and operation. Static JavaScript and .NET inspection work without a native analysis engine. Setup can install Hopper after approval; Ghidra, IDA and Kuna use your existing installations. See provider setup for the options and their supported targets.
Do I need to start Hopper first?
REA starts Hopper when an operation needs it. On macOS, a first-run dialog may ask you to choose demo mode or activate your license. Complete that prompt in the same user session before your first CLI/MCP operation or unattended job. Open Hopper manually if needed. See Hopper startup and troubleshooting.
What does installing the skill from skills.sh do?
The skill supplies investigation instructions for your agent. Use npx rea-agents setup
to register REA's MCP server and install the matching instructions, then restart
your agent. See skill-only installation.
What code does REA return?
Native analysis returns pseudocode and assembly. JavaScript/Electron analysis recovers modules and their relationships. Your agent uses these findings to write and test an implementation; the showcases give worked examples.
Does REA upload my app?
REA analyzes targets locally. Your agent receives the tool results, and its model provider has its own data policy.
What should I do if I hit a bug?
Update first; a recent release may already fix it.
For a CLI installed with npm install --global or bun add --global:
rea update
For agent setup through npx:
npx rea-agents@latest setup
If you're using an agent, complete the setup refresh and restart it. Retry the same task. If the problem persists, open an issue with your REA version, target type, steps to reproduce and error output.
Documentation
Start with the website's worked guides. For exact options, prerequisites and result contracts:
- Installation and setup: agent registration, provider configuration, updates and uninstall.
- Readiness and troubleshooting: diagnose one agent or analysis engine.
- CLI and Evidence: commands, provider selection, snapshots, import/export and exit statuses.
- MCP contracts and agent prompts: tool results, sessions and guided investigations.
- Tool catalog: generated inventory of tools, providers and CLI commands.
- Roadmap: planned work and capability trackers.
Report vulnerabilities through SECURITY.md.
Star history
🎉 400,000 GitHub stars — thank you!
Thanks to everyone using REA, reporting bugs, requesting features, testing builds, and contributing fixes.
Disclaimer
See DISCLAIMER.md for responsible-use guidance.
The project's position on illegal or unauthorized use covers all REA versions, distribution channels, and platforms; each copy retains its applicable licenses.
REA is for lawful research, education, interoperability, software preservation, and analysis of software you own or are authorized to examine.
Contributing
We'd love your help with REA! Open an issue to report a bug or suggest a feature, or send a pull request to improve the code or docs.
See CONTRIBUTING.md for development setup and checks, testing for verification lanes, and the architecture map for selected layers and dependency paths.
License
REA-authored code is licensed under MIT. Third-party material retains its own licenses and copyright notices; see Third-party notices for the dependency inventory, preserved license texts, and external-tool terms.
You must legally obtain and be authorized to use commercial tools, including IDA Pro / Hex-Rays decompilers, Hopper, and JEB, under their applicable licenses. REA grants no tool license, key, or activation entitlement. Trials and demos remain subject to vendor terms, including user, feature, automation, and output sharing restrictions. Cracked copies, stolen keys, unauthorized key sharing, and bypassing license restrictions are not authorized. This guidance does not amend MIT or third-party licenses.