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wai identify: what any file is, from its bytes alone
`wai inspect` reads envelopes; most files a toolchain meets are not envelopes, and the
first question about one is what it is. `wai identify <file>` (operation media.inspect,
extensions/media-identify.md) answers it for any file:

- the formats the bytes fit, each with the offsets of the bytes that say so, how far its
  structure was followed and where and why that stopped;
- a container's tracks as it states them: codec, size, channels, rate, protection;
- the registered capabilities they map to, and what a format probe reads of them;
- signatures found inside the file;
- where no format is recognised, measures that still hold: how the byte values are
  spread, uniform windows, and the lags at which the bytes repeat.

The verdict is identified, ambiguous, signature_only or unknown, and there is no
confidence figure: a candidate's strength says what was checked. Nothing is decoded, no
protected track is opened, and unknown stays unknown. Walks cover ISO media, Matroska,
transport streams, Ogg, FLAC, RIFF, MPEG audio, ADTS, PNG, JPEG, GIF, IVF, YUV4MPEG2,
FLV, AV1 OBU and Annex B streams, and HLS and DASH text; 35 more formats are known by
their signature. Every walk is bounded, reads a file where its lengths lead (a large file
is never held whole), and has been given hostile bytes; it builds for wasm32.

The agent door has it as media_inspect, its results marked untrusted_content: a file's
author chooses the strings in it.

identify-conformance/ holds files written by real muxers and encoders from test patterns
and tones, what an independent media prober reads of them (prober.json), and generated
cases sitting on each rule's edge. identify_verify.py is a second implementation written
from the text; it reads the extension's tables, gives every file its whole result, and
holds ext/ to the prober's reading. tests/identify.rs holds the reference's tables to
the extension's.

Co-Authored-By: Claude Opus 5.5 <[email protected]>
2026-11-02 22:00:28 -05:00
..
conformance.yml ci: thirteen WAI workflows run only when the pull request's own diff touches them 2026-10-14 03:41:49 -04:00
energy-hardware.yml wip: registry, SPEC, CHANGELOG, CI jobs, reader tests, settle and generic machine description 2026-10-22 13:49:49 -04:00
joule-code-conformance.yml Merge #483 (wai/ingest-srt-rist @b54dc94c): SRT and RIST contribution ingest, with a signed link record 2026-10-26 08:41:50 -04:00
joule-moq-remote.yml joule-moq-room: a bound on the clock's record store of a remote session, which ends the session 2026-10-26 10:43:13 -04:00
joule-moq-room.yml Bring wai mcp, wai setup-agent, Create and the room service's API into the catalogue, renamed to N3 2026-10-27 05:54:20 -04:00
joule-moq-web.yml Merge #493 (wai/messaging-calls @01f3aac1): wai.live.message and wai.live.call, conversations and calls on live rooms 2026-10-26 12:23:34 -04:00
jouleclaw-fabrics.yml jouleclaw-omni: read mmap'd GGUF bytes without assuming their alignment 2026-10-20 17:09:37 -04:00
jouleclaw-public-surface-documented.yml ci: one run per branch at a time — no workflow declared a concurrency group 2026-10-05 12:01:57 -04:00
repo-checks.yml ci: gate on cargo-audit, so an advisory has to be read rather than accumulated 2026-10-22 12:49:04 -04:00
standards-build.yml joulespec: applied to a standard that is not its own, which found a mis-aimed mutation 2026-11-02 04:27:13 -05:00
wai-app.yml CI, the browser end-to-end and docs: Create under wai-app, wai create --from and wai dev 2026-10-27 05:14:19 -04:00
wai-audit.yml wai: native sink in CI, the changelog and SPEC §5, the package README and simulator runner 2026-10-25 23:23:19 -04:00
wai-breaking.yml conformance-results: conform-result/1 in the standard, its corpus and a second verifier 2026-10-27 11:17:05 -04:00
wai-byte-equality.yml int_mlicpp gate 2: the bundle decodes through wmb1/1 to its goldens 2026-10-15 21:44:10 -04:00
wai-catalogue.yml wai upscale and wai tonemap: an exact derivation from the command line, with its record and its check 2026-11-02 08:43:49 -05:00
wai-conformance.yml wai identify: what any file is, from its bytes alone 2026-11-02 22:00:28 -05:00
wai-energy-receipts.yml CI: the quantum set rerun test skipped on the linux leg until its path is left out 2026-10-30 00:33:34 -04:00
wai-examples.yml wai-examples.yml: the browser's path marked as the file path it is (allow-name) 2026-10-28 05:34:30 -04:00
wai-fleet.yml wai.delivery.fleet in the registry, SPEC §5 and the changelog; the fleet's steps in CI 2026-10-27 15:39:52 -04:00
wai-formal-verification.yml WIV1 and WIR1 gate 7 (WIP, committed before running): the direct predictors and step leave production 2026-10-17 12:04:26 -04:00
wai-fuzz.yml wai: coverage-guided fuzzing of the reader, and the container reservations it found 2026-10-14 10:58:29 -04:00
wai-http.yml ci: run each suite for what can affect it; re-runs after a merge become nightly 2026-10-19 02:49:11 -04:00
wai-jpegai-e2e.yml ci: run each suite for what can affect it; re-runs after a merge become nightly 2026-10-19 02:49:11 -04:00
wai-key-proxy.yml wai: register key release, its CI steps, SPEC §5 and the changelog 2026-10-25 21:45:41 -04:00
wai-ledger.yml receipt-ledger: tariff version 3 prices media jobs per operation and bills the work 2026-10-30 12:17:07 -04:00
wai-neural-e2e.yml ci: run each suite for what can affect it; re-runs after a merge become nightly 2026-10-19 02:49:11 -04:00
wai-neural-gates.yml ci: run each suite for what can affect it; re-runs after a merge become nightly 2026-10-19 02:49:11 -04:00
wai-ops-differential.yml wai: D2c M7b gate 4: the networks against the direct networks, on random networks 2026-10-18 01:07:07 -04:00
wai-ops-gpu.yml Merge #448 (wai/avatar-telepresence @9804962c): wai.avatar.face 2026-10-26 08:24:55 -04:00
wai-ops-npu.yml wai-ops-npu: the bench, CI, and the corpus held to npu.jsonl 2026-10-22 07:12:32 -04:00
wai-ops.yml ci: thirteen WAI workflows run only when the pull request's own diff touches them 2026-10-14 03:41:49 -04:00
wai-pack.yml route-record: second implementation, registration, CI; the catalogue's route.verify and package doors 2026-10-29 19:20:03 -04:00
wai-quantum-cli-release.yml wai-quantum-cli release: link the Linux binaries static, not static-pie 2026-10-20 22:24:10 -04:00
wai-quantum-cli.yml wai-quantum: a model scored by the engine on a task set, and each answer counted in tokens four ways 2026-10-28 08:42:54 -04:00
wai-quantum-contract.yml wai-quantum-contract.yml: the baselines are the versions just published 2026-11-01 22:22:03 -05:00
wai-quantum-cuda.yml wai-quantum CI: the CUDA and OpenCL hardware jobs on a second host, an aarch64 board (linux-arm64-hw) 2026-10-31 22:05:01 -04:00
wai-quantum-dataflow.yml wai-quantum-dataflow.yml: the instruction table's line matched anywhere in a line 2026-10-28 10:58:27 -04:00
wai-quantum-desktop-release.yml wai-quantum-desktop: the update manifest served by the website, not a standing pre-release 2026-10-30 10:49:03 -04:00
wai-quantum-docs.yml wai-quantum: documentation that runs in CI, its drift fixed, an index of every page, and a changelog entry 2026-10-28 08:43:06 -04:00
wai-quantum-dsp.yml CI: the editors' job in an image with glibc 2.39, the processor's library tests on their own features, the service smoke on the reader's table 2026-10-27 21:30:57 -04:00
wai-quantum-editors.yml wai/tools/wai-quantum-editor: the debugger, in the extension and the other editors 2026-10-27 23:44:27 -04:00
wai-quantum-estimate.yml wai-quantum: resource estimation from programs, calibrated from the crate's own decoders 2026-10-27 23:44:27 -04:00
wai-quantum-formats.yml wai-quantum: other formats bounded against hostile input, in CI 2026-10-31 07:16:32 -04:00
wai-quantum-fpga.yml ci: run each suite for what can affect it; re-runs after a merge become nightly 2026-10-19 02:49:11 -04:00
wai-quantum-hip.yml wai-quantum: sparse Pauli dynamics on the GPU, with the CPU's term set, order and bits 2026-10-31 22:05:00 -04:00
wai-quantum-js-release.yml wai-quantum for JavaScript: the engine as the npm package @transaction-science/wai-quantum 0.1.0 2026-10-29 08:14:24 -04:00
wai-quantum-js.yml wai-quantum for JavaScript: the engine as the npm package @transaction-science/wai-quantum 0.1.0 2026-10-29 08:14:24 -04:00
wai-quantum-lang.yml wai quantum-conformance/qasm3: the OpenQASM 3 corpus, run natively, under wasm32-wasip2 and in the browser 2026-10-27 19:51:34 -04:00
wai-quantum-metal.yml wai-quantum: the members certified on the Mac Studio run on the Studio 2026-10-29 14:31:18 -04:00
wai-quantum-npu-cores.yml ci: run each suite for what can affect it; re-runs after a merge become nightly 2026-10-19 02:49:11 -04:00
wai-quantum-npu.yml ci: run each suite for what can affect it; re-runs after a merge become nightly 2026-10-19 02:49:11 -04:00
wai-quantum-opencl.yml wai-quantum CI: the CUDA and OpenCL hardware jobs on a second host, an aarch64 board (linux-arm64-hw) 2026-10-31 22:05:01 -04:00
wai-quantum-processors.yml ci: run each suite for what can affect it; re-runs after a merge become nightly 2026-10-19 02:49:11 -04:00
wai-quantum-pulse.yml wai-web, CI: pulse calls in the page, and the pulse layer's bits held on every platform 2026-10-30 12:05:14 -04:00
wai-quantum-py-release.yml wai and wai-quantum release workflows: the x86_64 macOS legs on the Intel Mac (macos-x86_64) 2026-10-29 11:50:15 -04:00
wai-quantum-py.yml wai-quantum-py: WAI Quantum in Python and notebooks, in-process 2026-10-27 19:51:08 -04:00
wai-quantum-qec.yml ci: error correction and mitigation, each new test required by name 2026-10-28 08:42:54 -04:00
wai-quantum-qpu.yml wai-quantum-qpu.yml: the library's pinned count is 34, with the target placement's test 2026-10-28 01:05:14 -04:00
wai-quantum-registry.yml wai-quantum engine::registry: methods, passes, noise channels and formats behind traits, the built-ins registered through them 2026-10-31 23:30:48 -04:00
wai-quantum-service.yml wai-quantum-service smoke: paced within the client's window; the agent docs for pulse and other formats together 2026-10-31 07:16:32 -04:00
wai-quantum-sme.yml wai-quantum: the members certified on the Mac Studio run on the Studio 2026-10-29 14:31:18 -04:00
wai-quantum-studio.yml wai-quantum-desktop 0.1.1: an app on an external drive updates itself, and one on a disk image does not 2026-11-02 13:03:00 -05:00
wai-quantum-tensor-engine.yml ci: run each suite for what can affect it; re-runs after a merge become nightly 2026-10-19 02:49:11 -04:00
wai-quantum-tensor-program.yml ci: run each suite for what can affect it; re-runs after a merge become nightly 2026-10-19 02:49:11 -04:00
wai-quantum-variational.yml wai-quantum: the library's CI leg, its smoke checks, and an adder's reference with its inputs prepared 2026-10-31 09:48:42 -04:00
wai-quantum-vector.yml CI: the avx2 leg declares the units the runner's processor has 2026-10-26 11:36:49 -04:00
wai-quantum-verdict.yml wai-quantum: the answer view layer, its codes and conformance set, and correctness records 2026-10-28 08:42:54 -04:00
wai-quantum-views.yml wai-quantum: answers drawn as they arrive in the Studio, and a correctness record kept only when asked 2026-10-28 08:42:54 -04:00
wai-quantum-webgpu.yml wai-quantum CI: the WebGPU hardware job on the aarch64 board too (linux-arm64-hw) 2026-10-31 22:05:01 -04:00
wai-release.yml wai and wai-quantum release workflows: the x86_64 macOS legs on the Intel Mac (macos-x86_64) 2026-10-29 11:50:15 -04:00
wai-sink-android.yml wai-sink-android: read a tool's output whole before searching it (#488) 2026-10-26 18:43:13 -04:00
wai-sink-swift.yml wai-sink-swift: simulator tests hosted in TestHost, in a fresh simulator, every step bounded 2026-10-26 15:35:48 -04:00
wai-sota-vectors.yml ci: run each suite for what can affect it; re-runs after a merge become nightly 2026-10-19 02:49:11 -04:00
wai-studio.yml wai-studio.yml: the macOS job named for the browsers it runs 2026-10-28 02:13:20 -04:00
wai-vector.yml ci: thirteen WAI workflows run only when the pull request's own diff touches them 2026-10-14 03:41:49 -04:00
wai-web-reach.yml ci: run each suite for what can affect it; re-runs after a merge become nightly 2026-10-19 02:49:11 -04:00
wai-web-wasm.yml wai-quantum: gradients, optimisation, VQE, QAOA and the algorithm builders on every surface 2026-10-31 09:48:42 -04:00