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02e049744f |
feat(environment): build agent environments from a prompt (#6946)
* feat(environment): report what an environment serves with an environment-coverage view
A new inspect_analysis_view kind over capture Evidence. It projects the
state an environment derives with the given template rules and reports
each tool as answered from state, replayed with its view reason, a served
write, or a withheld write with its reason, the records behind it and a
hint about what to record next. The hints cover every write reason, so a
new reason without one fails to compile.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* feat(environment): build an environment bundle in one command
rea environment-build <capture> [directory] inspects a HAR (or reads
capture Evidence), projects the environment manifest from the in-memory
Evidence, authenticates the pair, prepares the state and writes the bundle
environment-export writes. Every bundle file is byte-identical to the
three-step path for the same capture and options.
The report adds the capture and manifest identities, the coverage summary,
warnings (a loopback capture named after its file, credential-named body
members by pointer) and the next command. --dry-run writes nothing. The
default template rules are the four the published environments use.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* test(environment): cover environment-build and the coverage view
Domain tests check the hint table against the state view's reasons, the
summary, and the view against the environment-state view it summarizes.
Service tests build the fixture capture and compare every file with the
three-step path, a dry run, loopback naming and the refusals. A CLI test
compares a HAR built in one step with the three CLI steps byte for byte,
and an MCP test projects the view from every source kind.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* test(environment): build the real-agentenv lane's bundle with environment-build
The lane now runs the command users run: it builds the Grafana-shaped HAR
with environment-build and the packed checkout, checks the report, then
runs the bundle with agent-env as before.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(environment): document environment-build and the coverage view
The agent environments guide opens with the one-step build: the report,
the hint for each withheld write reason, and what a bundle ships. The CLI
guide, the capture guide and the skill reference name the command and the
environment-coverage view.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): harden environment-build after review
- The credential scan walks with its own stack, so a deeply nested body
cannot crash the build, and it also reports credential-named header
names, query names, form body members and string arrays.
- The build checks SIGINT between stages: cancelled before the bundle
stage it writes nothing, during the write it names the written bundle.
- A dry run opens the package tarball, so it refuses what a build refuses.
- Repeated template rules are refused, a HAR saved as .json gets a hint,
file-derived names follow the bundle name rules, `localhost.` counts as
a loopback origin, and the next command is shell-quoted.
- --capture-timeout-ms passes through to the HAR inspection, and a
missing directory is refused before inspection.
- The no-observation hint covers updates and deletes of entities the state
never held; the coverage view states that it does not apply the
serve-time admission checks; the inspect_analysis_view description
names the view.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(environment): state the build's conditions and record its verification
The guides now state when the one-step bundle equals the three-step one,
which headers inspection excludes, what the credential warning scans, how
cancellation behaves, and that the coverage view does not apply the
serve-time admission checks. The spec folder records the census, the end
to end runs, the gates and the review.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): dispatch a pending interrupt before each build stage check
The manifest, state and coverage stages run synchronously, so a SIGINT
that arrived during them was only dispatched once the bundle write had
begun. Each check now yields first, so an interrupt before the bundle
stage cancels the build with nothing written.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* feat(browser): send declared requests from a scenario page with a request step
A capture_browser_scenario step `request` sends one declared HTTP request
through the page's own fetch, with its cookies and session, the way the
application's frontend would, and reads the whole response so the capture
records the transaction like any other. The path must resolve to the start
URL's origin, and the page must be on that origin when the step runs.
Query values and header values may be literals or declared secrets, and a
header may read its value from a cookie or a local storage entry, which is
then redacted from later records like a declared secret. `expected_status`
fails the step on any other status. Scenarios without a request step are
unchanged.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* test(browser): verify request steps in a real browser through to a built environment
verify:browser:request records a write session against a fixture item API
that refuses writes without its CSRF cookie header and stored bearer
token. It checks that every request lands in its own step, that the page
values authenticated each write and appear in no record, header or body,
that an unexpected status fails the step and cancels the rest, and that
environment-build serves the recorded create, update and delete.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* feat(environment): export environment bundles over MCP
export_environment_bundle writes the bundle environment-build writes, from
capture Evidence retained in the session or one capture Evidence file,
into an absolute output directory that must not exist and whose parent
must exist, as extract_firmware and export_web_scripts require; it never
creates the parent or reuses a directory. It returns the same report,
whose schema now lives in the domain so the CLI and the tool share it, and
dry_run reports without writing. A loopback capture without a file needs a
name. The build's refusal messages no longer name CLI flags.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): scan scenario credentials, own the dry-run tarball and serialize Evidence once
A browser scenario's retained header values and the query parameters of its recorded URLs are scanned for credential
names as a HAR's are, through a review projection of its records. A dry run admits and releases the package tarball
through the export's regular-file scope, so a close it cannot confirm keeps its owner, and checks for cancellation
after that last await. Evidence is written into one exactly sized buffer instead of chunks joined by a copy.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(environment): record the review round's checks
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(skill): build agent environments from a prompt with request steps and the bundle tool
Add the environments reference to the skill and install it with setup: record
against a disposable instance, sign in through the UI, write with request
steps and read each write back, check coverage, re-record by withheld reason
and export the bundle. Route it from SKILL.md, name agent environments in the
skill description, and document the request step, the export tool and
recording writes.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(browser): split the request lane and header resolution into smaller functions
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* style(environment): format the build spec
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): say when an untimed capture learns no write clock
Coverage of a capture whose records are not all timed, which includes every
browser scenario capture, now states that the state learns no clock, so an
update stamped with a server-set modification time stays unexplained-change
however often it is recorded.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(skill): give agents a whole scenario shape with step timeouts
Agents guessed the scenario schema field by field and two hung on steps
without timeout_ms. The reference now starts from a complete scenario with a
timeout on every step, and says a scenario capture cannot serve updates the
application stamps with a modification time.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(browser): keep request steps on their origin and their page values redacted
- Follow no redirects: a redirect fails the step and nothing reaches the
location it names (checked in real Chrome), and check the page's origin
again in the page as the request is sent.
- Send nothing once the step's time has run out or it was cancelled while
header values were read; the in-page deadline is what remains of the step's.
- Keep every page value redacted under a repeated or colliding label, keep a
value's first marker when it is read again, and leave values shorter than
8 characters unredacted rather than rewriting ids, ports and hosts.
- Refuse a header name given twice, User-Agent (Chrome drops it) and line
breaks in literal values and prefixes; fail before sending when a secret or
page value holds them.
- Append query entries after the path's literal query without re-encoding it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(environment): document request step limits and word bundle refusals for both surfaces
Document redirects, timeouts, page value redaction, HttpOnly cookie sources
and header refusals for request steps. Refusals shared by environment-build
and export_environment_bundle no longer name CLI flags, and the retained
loopback refusal no longer prints an empty file name. The skill reference
asks for read-backs after each write, shows the coverage view's source, names
package_tarball for unreleased builds and the browser path a scenario ships.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): scan every form occurrence and MIME-less scenario bodies
The build's credential scan collapsed form bodies with Object.fromEntries, so a
repeated field kept only its last occurrence: `api_key=secret&api_key=` warned
about nothing although the Evidence ships the value, and repeated values were
undercounted. Form fields are now scanned as ordered name/value pairs, as
headers and query strings already are.
The review projection of a capture_browser_scenario dropped a request body
recorded without a media type, so the scan never saw it. Review keeps such a
body's text with an empty media type; the manifest projection still reads only
bodies it can classify.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(browser): close request step edge cases from the second review
- Append query entries correctly after a path ending in "?", "&" or "#".
- Refuse 3xx expected statuses, which an unfollowed redirect can never
report, and say a redirected write may already have been applied.
- Redact a page value also as fetch sends it, without surrounding spaces
and tabs.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(environment): document page value body costs, redirects and MCP dry runs
Document that reading a page value shrinks the bodies a capture keeps under
the default allocation limit, that redirected writes may have landed, that
the MCP dry_run still checks its output directory and which refusals name
the tool, and keep the .har hint in the HAR-as-JSON refusal for both
surfaces.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(environment): record the prompt-to-environment verification
Gates, the real-browser lanes, five environments built from prompts by an
agent on disposable VMs and evaluated with two models, and the two reviews.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* test(skill): count rollback failures from the managed skill files
The environments reference made the skill eight files, so the recovery tests now derive the counts they expect from
MANAGED_SKILL_FILES instead of fixing them at six and seven.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(adb): restore the portable Java float pattern a merge rewrote
A lint autofix during a merge unescaped the hyphens in javaFloatValuePattern, which is invalid in a v-mode character
class, so the advertised start_adb_activity schema failed to compile in every JS regex mode. The file now matches main.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(browser): show the request step inside a whole scenario
Every JSON example in the browser scenario guide is a capture_browser_scenario input the catalog test parses, so the
request step example now sits in a launch scenario instead of standing alone.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): scan structured HAR form params and the request side of unattributed scenario transactions
A HAR request recorded with postData.params and no text is scanned by those parameters, each occurrence counting, and
the review projection keeps the request side of a scenario transaction whose response cannot be attributed, so the
credential warning covers what evidence.json ships in both cases.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): validate build paths and read dry-run tarballs
* fix(environment): report bodies too large for the credential scan
Text bodies over the scan's 4 MiB limit, including a response decoded only as a prefix, are reported as a
credential-scan-incomplete warning by record and side, never by content, so an absent credential-named-members
warning no longer reads as a complete check. The spec and agent-environments guide also state the path validation and
dry-run tarball read that
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d9660eb032 |
fix(verifiers): share package command and workspace ownership
Join canonical owned command cleanup before releasing package verifier workspaces. Replace raw package command wrappers, the updater supervisor, WASM cleanup composite, and boolean-only retention with explicit capability ownership. Preserve selected environments, npm arguments, no-deadline calls, clean exit status, and distinct aggregate/per-stream output budgets. Exercise actual timeout descendants, cancellation, retained cleanup retry, and workspace admission. |
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166fb0820f |
feat(environment)!: serve the environment state by default (#5351)
* feat(environment): extract the initial state a capture's reads observed
Add the environment-state analysis view. From the parents the environment
manifest accepts, it extracts the data the capture's reads observed before
the first related write: entity types with an identity field (proved by a
path parameter or inferred from an identity name), entities with their
recorded values and provenance, documents for written non-entity paths, and
a render plan per read tool that is kept only when it reproduces the tool's
latest initial recordings from the state; every other read tool is a
recorded view with the reason. The Evidence is always inferred.
Response-body decoding moves to a domain owner shared with replay, exact
JSON parsing moves to the owner of the exact-number policy, the manifest and
state views share parent admission and record grouping, and
projectAnalysisView takes its accumulators as one object.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): bound state at redacted writes; infer identity only from items
A scenario write whose URL was redacted has no request line, so it was
dropped and reads after it counted as initial state. Such a successful
write now joins the timeline with an empty path, whose root relates to
every type, so it ends every type's state; a limitation counts them.
A list whose recordings were all empty passed the "every listed item
carries it" check vacuously and published an identity field nothing
showed; it now needs at least one item, else the view stays recorded
as no-identity.
A value that differed between two request lines of one item tool, such
as a query variant, was called volatile, and the gate then substituted
each recording's own value; only repeats of one request line now show
volatility, so differing lines go through fields-differ.
List membership is compared only while a list can still be the whole
collection, and merged entities are indexed by type and collection once,
so paged captures no longer cost pages times entities (8,000 pages of
40,000 entities: 5.7 s to 0.23 s).
Docs and the tool contract say scenario state keeps the capture's
redaction markers and how redacted writes bound it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): keep first sightings, one list pointer and linear field unions
Entities took the order of the first plan observed, and item plans run
before list plans, so a complete list read before its detail reads came
out reordered and lost "all" membership; each entity now keeps its
earliest recorded sighting.
A list plan reused the first recording's pointer for later recordings,
so a later response that was itself an entity wrapping a list was read
as that list; every recording must now locate the same list.
The field union scanned its ordered list for every key, quadratic in an
object's width; a set now answers membership.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): keep post-write values and partial lists out of the initial state
A value that changed between repeats of one request line was named
volatile whenever no write under the type's own root lay between, so a
write under another root (for example POST /api/dashboards/db before a
second GET /api/search) left its effect in the initial state. Any
recorded write between the two observations now leaves every tool of the
type recorded with reason fields-differ instead.
A list was published with membership "all" even when a total or count
envelope member exceeded the number it listed. Such a counter now makes
the membership "recorded".
Also drop a stale doc comment on ObservedEntity.order.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(environment): scope item-shaped and deleted written paths out of documents
State documents are held only for list-shaped paths a POST, PUT or PATCH
tool writes. Reads of item-shaped written paths and of paths that are only
deleted stay recorded views; the guide now says so and the spec defers them
to a later increment of #4933.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): count writes in flight when a value changes between reads
The volatility check compared write start positions with the two reads,
so a write already in flight when the earlier read started was missed and
its effect was named volatile. A write now counts when its interval
overlaps the span from the earlier read's start to the later read's end.
The check also ran once per changed field and scanned every write. It now
runs once per pair of observations, answered by a binary search over the
writes in timeline order and the latest end among each prefix.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): catch cross-tool changes across writes; read only item totals
A value that changed across a write was caught only between repeats of
one tool's request line, so a list read before a write and an item read
after it put the post-write value into the initial state. Changes are
now classified per entity in timeline order after observation: across
any recorded write, a change between repeats of a line or between two
lines of the type rewrites the type (every tool recorded as
fields-differ); with no write between, a repeat's change is volatile.
The classification lives in environmentStateMerge.ts.
Any numeric member whose name contained "total" or "count" counted as
an item total, so total_pages, account_id or page_count made complete
lists partial. Item totals are now members whose name tokens include
total or count and none of page, pages or per; a string of digits counts
as a number; and a set has_more, next or next-page token member also
marks the list partial.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): keep post-write observations out of initial state
* fix(environment): retain field provenance and bound state inference work
* feat(environment): serve tool calls from the environment state
`environment-serve --state <state.json>` serves an environment from the
initial state an environment-state view extracted. Read tools whose views
are state-backed answer from a live state store: item views render the held
entity into the recorded envelope, list views render the collection or the
recorded members, and document views return the held value; a missing entity
or one lacking a required field is refused, and requests the state cannot
answer fall back to their recordings with the reason. The /agentenv data
plane implements data/reset, data/add (a rea-state/v1 document as a data
part, base64 bytes, a file:// path or an https URL, validated and replaced
atomically) and data/get, and the card advertises those operations and an
intake declaration. Stage 1 is read-only: write tools are not served in
state mode. Without --state nothing changes.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(environment): record verification after merging the state view's review fixes
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* feat(environment)!: serve the environment state by default
environment-serve derives the environment state at startup by running the
environment-state view in-process on the capture with the manifest's
template rules, so an environment comes with its state and a user supplies
nothing extra. The derived Evidence is the same one inspect-analysis-view
produces by hand. --state is removed; --replay-only serves exactly the
stateless replay of main. When the state cannot be derived, or its catalog
does not fit the discovery budget, the server starts in replay mode, logs
the reason and reports it in the stop summary's `state`. Exported bundles
serve the state by default too: export derives it the same way, so the
verifier's tool count and checked answer match what is served, and the
README describes the served mode.
BREAKING CHANGE: environment-serve answers read tools from the derived
state and does not serve write tools unless --replay-only is given; the
stop summary reports `state` instead of `state_evidence_id`.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): bound data-plane replies, keep batch order, cancel intake on stop
- One /agentenv response is held to 64 MiB: replies are measured as they
are produced and one past the budget becomes a -32000 error stating it.
- Every message of a batch enters the arrival-order queue on arrival, so
another request's reset never lands between them.
- Stopping the server, or a caller leaving, cancels the active download
and answers queued calls `cancelled` without running them.
- file:// URIs name only this host: another host or a network share is
refused before anything is opened.
- A loaded view value may not give an entity another identity.
- List answers refuse a member lacking a field every recording carried,
as item answers do.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): keep bodies too deep for the state's nesting out of the state
A recorded body at the JSON depth limit was accepted by extraction, then
nested a few levels deeper as a document or entity value, so sealing the
state Evidence threw and environment-serve and environment-export stopped
instead of falling back. stateBodyJson, the one rule extraction and
serving share, now treats a body nesting deeper than the limit minus 16
levels as unusable, so its tool stays a recorded view.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(environment): measure data-plane replies before building them
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7a0c47bfa4 |
feat(environment): export an environment manifest as an agent environment bundle (#4999)
Export an authenticated capture and environment manifest as a pinned agentenv bundle with provenance, a replay verifier and smoke task. Followups preserve immutable input ownership, bounded discovery, caller paths and numeric values; bind bundle writes and package copying to retained filesystem owners; verify POSIX modes; retain cleanup authority; and verify framework/npm executable selection. Default MCP remains stdio. Validation: pinned Linux toolchain, typecheck/build/lint/format/docs/knip, 452 focused tests, ten product-catalog cases, real GitHub response replay in the generated non-root Docker image, and the real pinned agentenv framework smoke workflow. Platform and resource-measurement limits are recorded in the feature verification document. Co-authored-by: gensokyo-dev <gensokyo-dev@users.noreply.github.com> Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com> |