Verify what an AI agent decided — signed, hash-addressed decision records with reasons you can re-run on your own machine.
Project description
Warrant
A decision record for AI agents. Signed, hash-addressed, with reasons you can re-run.
When an agent accepts, rejects, or proposes something, it writes a warrant: a small JSON record that says what was decided, under which policy, because of which reasons, based on which evidence — signed by the actor, addressed by its own hash, linked to the decisions that came before it.
{
"decision": "reject",
"subject": { "hash": "d5cf37…", "note": "PR-42" },
"under": [ "cb3a0a… (policy in force, by hash)" ],
"because": [
{ "kind": "check", "check": "05d234…", "runtime": "cmd@v1",
"verdict": "fail", "transcript": "9dc0c3…" },
{ "kind": "prose", "text": "policy clause 1: coverage drops 87.0 -> 84.2" }
],
"evidence": [ "9dc0c3…" ],
"actor": { "id": "agent-b@vendor2" },
"prior": [ "00f79f…" ],
"ts": 1751677200
}
The record's hash is its identity. Change one byte of the decision, the policy reference, or the reasons — the hash changes, and every later record that cited it stops resolving. Nothing can be quietly edited after the fact.
Why not just logs?
A trace tells you what an agent did. A warrant proves why it was allowed to — and the proof survives the agent. Logs are mutable, vendor-shaped prose. Warrants are:
- Immutable — identity is the hash of the content.
- Signed — you know which actor decided.
- Anchored —
underpins the exact bytes of the policy that was in force, not "the policy" in someone's memory. - Re-checkable — a reason can be an executable check. Anyone can re-run it and get the same verdict.
- Linked —
priormakes decisions a chain: propose → reject (with reasons) → revise → accept.warrant why <hash>walks the whole chain.
A rejection is a first-class record, not an absence. This is the part that matters as agents get autonomy: the "no, because" survives, gets cited by hash, and stops the same argument from being re-had from scratch.
Ten minutes
pipx install warrant-verify # or: pip install warrant-verify
Installs the warrant verifier and the warrant-mcp sealer. ski@v1 reasons
re-run offline — the Σ-GLYPH Book I check engine ships inside the package, so
no separate clone is needed. (From a checkout: git clone … && pip install ..)
warrant init # .warrants/ store in your repo
warrant keygen --out me.key # Ed25519; prints your pubkey
printf 'demo diff\n' > diff.patch # the thing being decided about
POL=$(warrant policy add examples/policy.txt) # pin the rules in force -> hash
P=$(warrant propose --subject diff.patch --under $POL \
--reason "utility fns needed" --actor me@host --key me.key)
R=$(warrant reject $P --check examples/check.sh --verdict fail \
--reason "clause 1: coverage drop" --actor me@host --key me.key)
A=$(warrant accept $R --check examples/check.sh --verdict pass \
--actor me@host --key me.key)
warrant why $A # decision -> reasons -> checks -> policy, verified
warrant verify # every hash, signature, and link in the store
The store is plain files, content-addressed, git-friendly. No server, no vendor, no account.
Machine-readable output (--json)
Requires
warrant-verify0.5.0 or newer.0.4.0(2026-07-16) predates this boundary, so against that release the commands below giveerror: unrecognized arguments: --store-mode --json. That gap — the README documenting a surface no published artifact had — is now a release gate:tools/check_release_surface.pyruns in CI against the checkout and in the publish workflow against the built wheel, so a release that cannot do what this file promises fails to publish.
For CI, MCP, or an agent framework, add --json to verify and get exactly one
warrant.verify-report@v0 object (one physical line) on stdout — no human text to
parse. Add --store-mode so a path that is not an initialized store fails closed
(ok:false) instead of being silently treated as an empty verification — this is
what makes .ok a safe store-verification predicate. The Python CLI takes the
store via the global --store; the Go CLI takes it as a positional argument. An
Evidence Pack's store is its .warrants/ directory:
warrant --store ./evidence-pack/.warrants verify --store-mode --json | jq -e '.ok'
warrant-go verify --store-mode --json ./evidence-pack/.warrants | jq -e '.ok' # Go: positional store
{"report":"warrant.verify-report@v0","grade":"base","ok":true,
"records":3,"errors":0,"warnings":1,
"findings":[{"level":"WARN","subject":"<WarrantID>","message":"..."}]}
ok == (errors == 0); the counts and exit status are identical to text mode. Under
--store-mode a missing/uninitialized store fails closed (ok:false, one ERR
with subject store) in both implementations, so Python and Go agree on the
normative fields — report, grade, ok, records, errors, warnings,
and the set of (level, subject) findings; branch on those. A finding's message
is human-oriented prose and may differ between the two implementations (do not
branch on it). Without --store-mode, the Go CLI keeps a legacy flat-directory
mode for loose example files — pass --store-mode. The report is not a
Warrant: it is unsigned and carries no settlement authority.
Two guarantees a consumer may rely on (surfaced by the first external consumer):
- Counts bind the findings.
errorsequals the number ofERRfindings andwarningsequals the number ofWARNfindings — always, in both implementations.findingscarries everyERR/WARNevent (neverINFO), so a consumer may cross-checkerrors/warningsagainst the finding levels and reject a report where they disagree. warrant.verify-report@v0is a CLOSED schema. Exactly the seven top-level keys above, and exactly{level, subject, message}per finding — no more. Any future additive field ships under a new tag (@v1), never inside@v0, so a strict consumer that rejects an unknown top-level or finding key stays correct across Warrant versions. Gate on the exactreporttag you understand.
The contract is specified in SPEC.md §11, not here. This section is the
tour; §11 is what a producer commits to by printing the tag and what a consumer
may rely on when it reads it, with schemas/verify-report-v0.schema.json
alongside. Until 2026-07-30 §11 did not exist and this README was the only
statement of a contract a CI system branches on — a machine boundary specified
in a marketing document.
Try it on a real case
Verify what an AI agent decided — the Air Canada chatbot case, as the record the airline never had. No clone, no build, no account. Download the pack, check it, and re-run the reason yourself:
pipx install warrant-verify
curl -LO https://github.com/s0fractal/warrant/releases/latest/download/air-canada-pack.zip
unzip air-canada-pack.zip
warrant --store air-canada-pack/.warrants verify # every hash, signature, link
warrant --store air-canada-pack/.warrants why 9084cd23f205cdd6e013deb6c6e2a84e4a5f4f469fb8f77ba443dfed44716f5a
warrant --store air-canada-pack/.warrants check b423b6a82c3451bfbd75563b39e6391093a64db57941d9247a61a6c620bd997f
That last line is the part nothing else does: it re-executes the reason on
your machine — a content-addressed, budget-bounded Σ-GLYPH term — and prints
pass result=65cd957fee7e… atp_spent=17. The same bytes give the same verdict
for anyone, forever. You are not trusting a log; you are recomputing the argument.
The walkthrough is in demos/air-canada/; the packs are
built by tools/build_release_packs.sh, which refuses to ship a pack containing
anything key-shaped and verifies each zip the way a stranger will — unzipped, in
an empty directory, with no repo on the path — before it is attached to a
release. Packs ship from 0.5.0 onward; the release process is in
PUBLISHING.md. The portable bundle format is specified in
EVIDENCE-PACK.md.
Use it as a CI gate
- uses: s0fractal/warrant@master # or pin a release tag once one is cut
with:
store: ./evidence-pack # a pack, or a .warrants store
version: '0.5.0' # pin the verifier for a reproducible gate
Installs the verifier, verifies the store, fails the job on any error, and writes
a summary. Outputs ok, records, errors, warnings, and the full
warrant.verify-report@v0 object. See action.yml.
The action does a capability check, not a version check: it asks the
installed verifier whether it actually offers verify --store-mode --json and
fails with that sentence if it does not, rather than letting you discover it as
an argparse error three steps later.
What it is not
Not an agent framework. Not a blockchain. Not observability. It is one file format and five verbs, designed to be boring: any language can implement it from the spec in an afternoon, and two implementations agree on every hash.
Spec and status
SPEC.md — the format (v0.4 draft: the v0.1/v0.2 body schema plus v0.3 settlement, key-state and multi-root rules, plus v0.4's domain-separated signature message), canonicalization rules, and worked test vectors with real hashes and signatures (examples/). Reason runtimes: prose, cmd@v1 (a check command run in a container), and — new in v0.2 — ski@v1: a portable, deterministic, budget-bounded check. The check is a content-addressed SKI term evaluated per Σ-GLYPH Book I; the verdict is a hash comparison; work AND peak memory are bounded by the ATP budget, so re-verifying a stranger's reason is safe by construction. warrant check <hash> re-runs one.
docs/authoring-checks.md — how to write a ski@v1 check without knowing what a combinator is. Policy rules are authored in WPL, a small expression language (fact declarations plus one boolean expression: comparisons, in, &&, ||, !), and impl/policy_lang.py compiles them to the term a verifier re-runs. The compiler reports the exact ATP the check will cost and refuses at authoring time anything it cannot compile inside the budget. It is deliberately not trusted code: the verifier re-runs the term, the compilation is reproducible from the pinned source blob, and every compile is checked against the Σ-GLYPH oracle before it is emitted.
python3 impl/policy_lang.py compile examples/policies/1-threshold.wpl
python3 impl/policy_lang.py verify examples/policies/1-threshold.wpl
impl/warrant.py — reference implementation (M1): the five verbs on a plain-file store, one file, stdlib + Ed25519 (pip install cryptography). It must pass its own law:
python3 impl/warrant.py conformance examples # all SPEC §8 vectors, byte-exact
python3 impl/warrant.py selftest # live round-trip + tamper detection
impl-go/ — independent Go implementation for cross-checking the spec:
(cd impl-go && go build -o warrant-go .) # stdlib-only; binary is not committed
./impl-go/warrant-go conformance examples # same SPEC §8 vectors
./impl-go/warrant-go selftest examples # schema and verification edges
impl-rs/ — a third, independent Rust implementation (from scratch, no external crates): JCS canonicalization, schema, WarrantID, the weak-key blocklist, and a from-scratch Ed25519 verifier (SHA-512 + the 2^255-19 field + Edwards curve). It verifies all three §8 signatures and agrees with Python/Go byte-exact:
(cd impl-rs && cargo build --release) # no crates; binary not committed
./impl-rs/target/release/warrant-rs conformance examples # §8 WarrantIDs + signatures + §8.3 negatives
./impl-rs/target/release/warrant-rs edtest # Ed25519 selftest (RFC 8032 TV1)
python3 tests/differential.py # three-way canon: PY/GO/RS agree byte-exact
python3 tests/ed25519_differential.py # Ed25519: Rust vs Python cryptography agree
First real user: sigma-glyph files its review adjudications as warrants (.warrants/ in that repo) — the maintainer's accept/reject decisions are signed, hash-addressed, and cite CI gates as cmd@v1 checks.
Signatures are domain-separated (v0.4, BREAKING)
The message a key signs is not the WarrantID. It is
"warrant-sig-v1:" || WarrantID_raw 15 + 32 = 47 bytes
still pure RFC 8032 Ed25519 over a byte string (SPEC §5, vectors in §8.5). Before 0.6.0 the message was the bare 32-byte WarrantID, which is indistinguishable from any other SHA-256 digest — so a key that also signed digests in another protocol produced signatures valid in both. There is no dual-accept window: a verifier that took the old message too would have no separation at all.
A record signed before 0.6.0 therefore does not verify, and says why:
python3 impl/warrant.py verify
# WARN <id> signature does not verify (excluded): LEGACY pre-v1 signature
# construction ... Re-sign with: warrant resign --key <keyfile>
python3 impl/warrant.py resign --key mykey.key --dry-run # what would change
python3 impl/warrant.py resign --key mykey.key # migrate in place
resign rewrites only sigs[].sig, and only where the existing signature is a
valid old signature by the key you gave it — so it re-signs what that key
already signed and invents nothing. No WarrantID moves: identity is
SHA-256 of the canonical body and the envelope is not hashed. A record whose key
you do not hold is named and the command exits non-zero, because a partial
migration that reports success is worse than one that stops.
License: MIT.
v0.3: settlement-grade verification (DRAFT)
Beyond integrity (verify), v0.3 adds settlement semantics (SPEC §5.1/§7/§9):
python3 impl/warrant.py verify --settlement --trust-config trust.json
python3 impl/warrant.py settle <settling-wid> candidate-body.json
./impl-go/warrant-go verify --settlement --trust-config trust.json <store>
# NB: Python takes a global --store flag; Go verify/settle take the store as a
# positional argument — Go is deliberately verify-only (no filing surface).
Settlement-active roots come from your local trust configuration (plus
policy-authorized adoptions); genesis.json is advisory and must be pinned to
be used. Re-litigation of a settled subject requires new evidence or a new
outcome fingerprint — prose never re-opens anything. Key rotation/revocation
are warrants; key state derives from the DAG. Both implementations must agree
on every settlement outcome: python3 tests/settlement.py.
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file warrant_verify-0.6.0.tar.gz.
File metadata
- Download URL: warrant_verify-0.6.0.tar.gz
- Upload date:
- Size: 79.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/7.0.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
8dcd03e5f08f7ef1417451d1890883fe72b204be7f6549bc00679d1bfdbe733d
|
|
| MD5 |
c765adbd62ad8df12ebdd6c834c2f77e
|
|
| BLAKE2b-256 |
f46d7f6e41be9985e5a70bf0c09812a6f9e9661fb685faff2090c67c3395545c
|
Provenance
The following attestation bundles were made for warrant_verify-0.6.0.tar.gz:
Publisher:
publish.yml on s0fractal/warrant
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
warrant_verify-0.6.0.tar.gz -
Subject digest:
8dcd03e5f08f7ef1417451d1890883fe72b204be7f6549bc00679d1bfdbe733d - Sigstore transparency entry: 2296784314
- Sigstore integration time:
-
Permalink:
s0fractal/warrant@0d147aa12158d18e686270fe4eca2972bd4707f1 -
Branch / Tag:
refs/tags/v0.6.0 - Owner: https://github.com/s0fractal
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish.yml@0d147aa12158d18e686270fe4eca2972bd4707f1 -
Trigger Event:
release
-
Statement type:
File details
Details for the file warrant_verify-0.6.0-py3-none-any.whl.
File metadata
- Download URL: warrant_verify-0.6.0-py3-none-any.whl
- Upload date:
- Size: 77.7 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/7.0.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a9393c6047f97846d702fe6822592f4aee5491445586110e6c41b37015f4b05a
|
|
| MD5 |
38644c6bbe89ce8fd447ab95f58dceb4
|
|
| BLAKE2b-256 |
30ac6fd1b4aedb3162764b867a9c3b1f7dbd5394c9da76f2d34d93930881e069
|
Provenance
The following attestation bundles were made for warrant_verify-0.6.0-py3-none-any.whl:
Publisher:
publish.yml on s0fractal/warrant
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
warrant_verify-0.6.0-py3-none-any.whl -
Subject digest:
a9393c6047f97846d702fe6822592f4aee5491445586110e6c41b37015f4b05a - Sigstore transparency entry: 2296784489
- Sigstore integration time:
-
Permalink:
s0fractal/warrant@0d147aa12158d18e686270fe4eca2972bd4707f1 -
Branch / Tag:
refs/tags/v0.6.0 - Owner: https://github.com/s0fractal
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish.yml@0d147aa12158d18e686270fe4eca2972bd4707f1 -
Trigger Event:
release
-
Statement type: