* 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 --------- Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com> Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com> Co-authored-by: gensokyo-dev <gensokyo-dev@users.noreply.github.com>
47 KiB
Historical web network captures
Use inspect_web_network_capture / inspect-web-network-capture to inspect
retained producer evidence. This is an offline operation: recorded URLs are
never fetched, and no browser or proxy listener is started.
rea inspect-web-network-capture /absolute/session.har har --json
rea inspect-web-network-capture /absolute/session.har har --record 2 --record 0 --json
{
"name": "inspect_web_network_capture",
"arguments": {
"capture_path": "/absolute/session.har",
"format": "har",
"record_ordinals": [2, 0]
}
}
Omit ordinals to return every record. Explicit selection preserves caller order and original zero-based producer ordinals; duplicate or out-of-range selections are input errors. Every record is validated before selection, so selecting one entry does not hide a malformed entry elsewhere.
For agent discovery over MCP, request detail: "summary". REA retains the
complete selected Evidence in the session and returns identity and counts.
Use normalized_result.parent_evidence_id with inspect_analysis_view:
{
"source": {
"kind": "retained-evidence",
"evidence_id": "<parent_evidence_id>"
},
"view": { "kind": "capture", "detail": "preview", "offset": 0, "limit": 20 }
}
Preview pages select recorded HTTP headline fields, event names/times when
present, original locations and byte descriptors; they omit headers, XML and
payload content. Choose detail: "complete" in that view for exact record
pages, including all sidecars. Offsets follow the parent's selected record
order; producer ordinals remain unchanged. total_records counts the original
capture while retained_records and page coverage count records in the parent.
An exhausted page does not establish absence from unselected records.
Views do not reopen the file or rerun its decoder. They remain historical
Evidence if the source changes or disappears; inspect the capture again to
observe new bytes. The inspection tool's default detail: "complete" preserves
existing inline delivery. For CLI use, save complete inspection JSON and pass
it as inline Evidence to inspect-analysis-view; the same summary and capture
page contracts apply. Large complete records can still exceed MCP's response
budget; export the retained Evidence when a single record cannot fit.
If decoding completes before cancellation or private-root cleanup fails, the failure retains the completed capture as Evidence with the requested record selection and explicit sensitivity exclusions. Earlier decode failures remain primary. Failed cleanup stays linked to its exact owner, including through redaction, and its live status clears only after a confirmed retry.
Formats and upstream profiles
HAR uses unchanged har-schema@2.0.0 draft-06 schemas, ajv@8.20.0,
ajv-formats@3.0.1, jsonc-parser@3.3.1 JSON visitor, and
lossless-json@4.3.1 numeric representations, pinned in the npm lockfile.
Only the HAR 1.2 profile is supported. Unknown extensions remain reported
evidence. Duplicate object keys, including equal values and escaped spellings,
are rejected before materialization. Prototype-named members such as
__proto__ are preserved as ordinary own JSON members without prototype
mutation. Original capture files remain unchanged.
The observed mitmproxy 12.2.3 SaveHar profile can emit postData.text: null
for a missing request body. REA preserves that reported null, omitting the
optional field only from its validation copy for this exact producer profile;
it does not invent an empty string or body bytes.
The observed Playwright 1.58.2 profile can report a bracketed IPv6
serverIPAddress, forwarded from Chromium's remoteIPAddress through
Playwright's HAR tracer.
REA preserves the original spelling in reported Evidence and removes brackets
only from its validation copy, only for this declared producer and a valid IPv6
literal. Invalid addresses, bracketed IPv4, ports and zone identifiers remain
validation failures. Producer declarations do not authenticate origin.
Native mitmproxy decoding requires a caller-supplied mitmdump 12.2.3 on Linux. Set its absolute executable path:
REA_MITMDUMP_COMMAND=/absolute/mitmdump rea inspect-web-network-capture /absolute/session.mitm mitmproxy --json
REA does not install mitmproxy. Its owned process uses a private configuration
directory, --no-server, and the unchanged upstream mitmproxy.io.tnetstring
decoder. It does not run FlowReader migrations or convert native states to
HAR. Raw IDs, state versions, flow types, backup states and unknown extensions
are preserved without synthesizing connections, timestamps or content. The
tested upstream source is tag v12.2.3, commit
6c09d56e4c29a92f5ad01b03199977584b8ea14f; other native tool versions return
an explicit unsupported-profile diagnostic. Non-Linux native decoding is not
supported by this adapter.
Reading Fiddler captures (.saz)
Fiddler Everywhere saves traffic in Session Archive Zip (.saz) files.
Inspect native SAZ directly, without installing Fiddler or converting to HAR:
rea inspect-web-network-capture /absolute/session.saz saz --json
rea inspect-web-network-capture /absolute/session.saz saz --record 0 --json
MCP uses the same capture_path, format: "saz", and optional
record_ordinals fields as the examples above. REA pairs raw/<id>_c.txt
requests, _s.txt responses, and _m.xml metadata by filename stem. Archive
member names identify the source; zero-based ordinals follow each session's
first member in ZIP directory order, not its numeric ID or capture time.
HTTP fields and ordered duplicate headers are retained, with stored body bytes
in binary sidecars. Bodies are not dechunked or decompressed. Metadata is an
XML node tree; optional _w.txt and _g.txt files retain opaque WebSocket and
gRPC message bytes. Missing members remain null, distinct from empty bodies.
See Telerik's SAZ format reference.
The existing ZIP reader verifies read members; expanded archive contents are
limited to 32 MiB in addition to the input/output budgets below. Exceeding this
expanded-byte budget returns invalid_request / invalid_input through both
CLI and MCP, with an out_of_range issue at
capture_path and maximum_expanded_capture_bytes. Selecting records does not
bypass the complete-archive admission check or return partial Evidence. Encrypted
archives and unrecognized raw session members are unsupported. SAZ requires an
enforced decoder memory bound: Node's fixed heap, or the Windows Job Object
commit limit. Bun on hosts without that Job Object limit returns capability
unavailable before starting the SAZ decoder. Non-session
members are inventoried without decoding their content. Original files remain
unchanged. Linux verification includes independently checked public recorded
Mattermost captures from FOREST
and the Fiddler author's encoding corpus,
plus synthetic malformed/limit fixtures. Their exporting product versions are
not authenticated. An interactive export from a current Fiddler Everywhere
installation and its live MCP server remain unverified. Support here is the
bounded documented raw HTTP/XML SAZ layout, not every product/version profile.
For visual inspection, use Everywhere's Import Snapshot, then Inspectors
and Overview. HAR remains an alternative: select sessions, choose
Export > HTTPArchive, and confirm log.version is "1.2". Preserve the
original SAZ when exporting. See the import/export instructions.
Fiddler Everywhere MCP and public skills
For agent-driven traffic debugging, connect Everywhere's MCP server separately
from REA. Run a current Everywhere release with MCP access (Trial, Pro, or
higher), internet access, and a compatible MCP client. Use
Settings > MCP Server > Coding agent, or Manual setup with the generated
API key. The default endpoint is http://localhost:8868/mcp. See Telerik's
MCP setup guide
and agent-skills prerequisites.
Telerik's public skills cover
installation (fiddler-download-setup), connection setup, and traffic analysis:
npx skills add telerik/fiddler-agent-tools --skill fiddler-mcp-setup
npx skills add telerik/fiddler-agent-tools --skill fiddler-traffic-debugging
After setup, reload the agent client and use the connected server's advertised
tool names and schemas. Check status, list sessions, then inspect relevant
session IDs. Set sessionsSource to LiveTraffic for HTTP(S) traffic or
AgentCalls for enriched LLM calls; active filters affect the session list.
For an existing run, skip the skill's pre-capture steps that replace process
filters and clear sessions. The documented MCP session sources do not provide
a saved-snapshot selector; use the SAZ workflow above for saved files. REA does
not register or wrap the Fiddler MCP server.
Reading the evidence
artifactidentifies the caller-selected file and stable snapshot digest.recordspreserve producer order/ordinals and original JSON pointers, byte ranges, or SAZ member names. No live browser transaction or scenario IDs are invented.reportedretains the producer's fields. HAR container metadata is returned separately, withlog.entriesreplaced bynullandrecords_pointeridentifying the record collection. This is an inspection representation, not a reconstructed HAR file.numeric_literalspreserve HAR number lexemes and native integer/float representations, including unsafe integers and non-finite native floats. Values that cannot be safely represented as JSON numbers arenullin the reported view. Unsafe standard HAR numeric fields fail schema validation; unsafe extension numbers remain available through their sidecars.binary_fieldsretain exposed bytes, base64 and SHA-256 independently of declared sizes. Valid HARcontent.encoding: "base64"is decoded exactly; producer-decoded Unicode text, missing text and unknown encodings do not establish original body bytes. Post-data parameters do not reconstruct a multipart body. Native byte fields also have an exact UTF-8 display view when valid; binary sidecars establish their actual representation. Native missing content and empty content remain distinct.redactionsidentify known transport authentication exclusions and explicit sensitive-value exclusions. Redacted byte fields retain neither original bytes nor their digest. Unknown extension names and token-looking query parameters do not establish sensitivity.
Mark sensitive literal string/UTF-8 byte values with MCP sensitive_values, or
repeat CLI --sensitive-value. These declarations are never persisted in
Evidence parameters; the count is retained. Explicit text/UTF-8 byte matches
exclude the entire field with a reported null rather than substitute a text
marker or rewrite payload bytes. This prevents replacement markers from
reintroducing declared literals. The file digest identifies the original artifact
unless it matches an explicit declaration; in that case artifact.sha256 and
Evidence subject are null with an explanation. A sensitive property name excludes that
entire property and its sidecars; a scope: "property-name" redaction points
to its actual parent. No substitute property name or child pointer is invented.
Omitted subtrees are still validated, including canonical HAR base64. Explicitly sensitive artifact
paths are empty in Evidence and omitted from locations, while the original
SHA-256 and size remain available unless the digest itself is explicitly excluded. Failure messages, diagnostics and cleanup
resources follow the same explicit declarations without changing error types;
sensitive issue pointers identify a real ancestor instead of a fabricated
coordinate. Header/cookie authentication values and known
transport URL userinfo are excluded structurally, including native backups.
HAR redaction and API-surface projection share the same recorded-URL parser.
Canonical userinfo spans are removed without rewriting the remaining source
text. Credential-bearing spellings without a safe raw span, such as slashless
or extra-slash HTTP URLs, are excluded as a whole transport field. Ordinary
extension text and noncredential path/query values remain unchanged.
Generated free-text limitations follow the same literal declarations, including global, per-record and Evidence explanations added during projection. Contract field names, typed discriminators and exact decoder identities keep their canonical meanings; declarations do not rename formats or providers.
Historical evidence does not prove runtime attribution, execution or deployment authenticity. Mitmproxy messages are upstream-assembled messages, not recovered wire fragments. Native dictionary duplicate keys have the unchanged upstream decoder's last-value semantics; this adapter does not claim to recover discarded duplicates or the original numeric spelling of parsed native floats.
Derived API surface
Pass retained HAR Evidence to inspect_analysis_view with
view: {"kind":"api-surface","offset":0,"limit":50}. Omitted offset and limit
are 0 and 50. The view groups request lines by method, WHATWG URL origin and
path template, sorted by origin, template and method. Query strings, fragments,
credentials, headers and bodies are not copied into groups.
Select include_query_parameter_names: true in the view to include distinct
observed query names per group. The default and explicit false omit the
query_parameter_names field. Selected groups include an array of
{name, record_ordinals} entries, sorted by Unicode code point; each name's
ordinals follow the parent's selected record order and occur once per record.
For /products?category=books&page=1 and
/products?category=games&sort=price, names are category, page and sort.
Query values and fragments are not copied into this inventory.
Names use WHATWG URLSearchParams form-query decoding: literal + becomes
space, %2B becomes +, percent escapes decode as UTF-8, and empty names are
retained. Empty query pairs are ignored. Original URLs stay in parent Evidence;
name decoding does not normalize the recorded paths used for grouping.
The inventory describes observed names, without inferring required parameters,
value types or a complete API schema. Sensitive-parent refusals still apply.
| Rule | Exact segment format | Placeholder |
|---|---|---|
numeric |
ASCII digits only | {numeric} |
uuid |
RFC 9562 textual UUID, any version, case-insensitive | {uuid} |
hex |
At least 32 hexadecimal digits | {hex} |
iso-date |
Valid calendar date YYYY-MM-DD |
{iso-date} |
Rules apply in table order to the recorded, still-encoded request path, read
before WHATWG dot-segment removal, so /a/%2e%2e/admin and /admin stay distinct. Segment indexes start
at zero after the leading slash. Each matched segment lists its observed literals
and basis: "inferred". templated_groups counts templated groups across every
page. Because paging follows the full grouping, every page is inferred Evidence
when that count is nonzero, and derived Evidence only when no group was templated. Version prefixes, short opaque IDs
and digit-bearing route names stay literal. Samples merge only when method,
origin, and exact segment rules match. The view does not infer further
cross-sample patterns.
Groups cite parent record ordinals and distinct statuses and MIME types (lowercase
type/subtype without parameters). An invalid type/subtype essence is unknown;
parameters do not affect this projection. Flags report single samples, mixed
statuses or mixed content types.
coverage pages groups; records separately reports examined, total and excluded
parent records. Ordinal subsets carry a limitation. Null URLs are excluded as
url-redacted; unparseable URLs, URLs without an origin, spellings without
scheme://authority (such as https:host/path), and authorities containing a
tab or newline as url-unparseable.
Unavailable request objects or methods are explicitly excluded. Unavailable
response fields, including HAR's status: 0 and an empty mimeType, remain
unknown, not invented statuses or MIME types.
The view makes no handler-identity, schema or causality claim. It performs no
network activity. Native mitmproxy, SAZ and qlog captures return a typed unsupported error.
Parents inspected with sensitive_values, or whose Evidence does not record
sensitive_value_count, return a typed unsupported error whose reason is the
canonical token sensitive_values_unretained. The view would write path
templates and limitation text that it cannot check against declarations the
parent does not retain, so the refusal does not repeat declaration text.
One accumulator owns group identity, observed-value/status/MIME sets, ordinals,
exclusions and deduplicated limitations. It scans path spans without splitting
literal paths into arrays. Before schema parsing, it reserves the capture clone
and validation scratch by walking the parent without cloning it. Inline requests
borrow the Evidence value through CLI/MCP envelope validation; the application
admits the entire portable envelope before authenticated parsing or hashing. An
evidence-file source is read and authenticated first and then admitted like
retained Evidence, so its strings are not charged as inline envelope text: a
capture too large to project inline can be projected from its file. Before
authentication REA checks that live heap headroom holds its copies of the parsed
Evidence, and over MCP the read follows the request's cancellation.
An invalid Evidence file returns EvidenceFileError with the selected path
and content_issues relative to the file's JSON root; those locations do not
refer to the request's source.path string.
The envelope clone, hash scratch and capture clone stay charged during grouping.
Temporary URL/path/MIME/query work and retained state must
fit together within a 96 MiB projection representation budget. A whole group or
merge is admitted before allocating its retained sets, map entries or array
values. Fixed group storage, distinct text, exclusions and limitations count as
well as matched segments. Per-record reservations are released after each
record; repeated values do not accumulate another retained charge. Only the
requested page is materialized as output groups.
Opt-in query projection reserves parser tuples and the per-record name set
before decoding, then admits distinct retained names and source ordinals before
changing a group. Repeated names within a request retain that ordinal once.
The representation budget uses conservative storage and worst-case JSON-escaping
allowances; it is not an enforced V8 heap or process-memory limit. It is separate
from the decoder's actual reply-byte limit and MCP transport admission. Exceeding
it returns resource_constraint without a partial view. Limitations on the
parent envelope, capture and examined records are deduplicated onto the view.
Portable captures must retain unique ordinals within their declared total;
caller-selected subsets can preserve any requested ordinal order.
Environment manifest
Pass retained HAR Evidence to inspect_analysis_view with
view: {"kind":"environment-manifest"} to project one application's recorded
request lines into a replayable tool surface: the environment manifest that an
agent environment later serves from retained Evidence. The view reuses the
api-surface grouping, then keeps the groups on the primary origin, the origin
with the most JSON-like records (application/json, application/*+json,
text/plain, text/markdown), whose path starts with /api/ or /apis/ or
whose content types are JSON-like. Every other group is listed under
excluded with reason other-origin, ui-page-or-asset or non-json, and
retained records without a usable request line are counted in a limitation.
The parent may instead be capture_browser_scenario Evidence whose scenario
selected response bodies or header values: each network transaction is then
one record, in request order, and the result names
parent_operation: "capture_browser_scenario" with an empty artifact, since
a scenario records no file. See
agent environments.
{
"name": "inspect_analysis_view",
"arguments": {
"source": { "kind": "retained-evidence", "evidence_id": "ev_..." },
"view": {
"kind": "environment-manifest",
"template_rules": [
"after-uid-literal",
"opaque-token",
"sibling-variance"
],
"include_query_parameter_names": true
}
}
}
origin and name identify the environment; the name is the kebab-case
primary host with dots and ports replaced by hyphens, grafana-example for
http://grafana.example. Each tool carries a deterministic name, method,
path_template, api_surface_template (the four-rule template of its
earliest record), params, query_parameter_names, body_shape,
statuses, content_types and record_ordinals. records lists one pointer
{ordinal, method, path, status, content_type} per record a tool cites and
never a header, cookie or body. Tools sort by template then method.
Without template_rules, every path_template equals the api-surface
template and params carry the four format rules with names id, uuid,
hash and date; a repeated name gets a numeric suffix. Opt-in rules apply
only when listed, each at most once (a repeated rule is an invalid_request),
in this order:
| Rule | Applies to | Parameter |
|---|---|---|
after-uid-literal |
The literal segment right after a literal uid, unless it is a stop word |
uid |
opaque-token |
A lowercase alphanumeric segment of twelve or more characters mixing letters and digits that is not a v1-style version |
uid |
sibling-pair-variance |
Groups equal in method, origin and segment count that differ in two adjacent literals right after a plural literal at index 2 or later and followed by a literal, with at least three distinct pairs and both positions varying (/repos/{owner}/{repo}/issues); stop words and v1-style versions never qualify |
singular plural literal plus _namespace, then _name |
sibling-variance |
Groups equal in method, origin and segment count that differ in one literal at index 2 or later; the siblings whose literal is identifier-like (a digit or :, or three or more hyphenated names under a plural literal) merge, never a stop word, and the other literals stay their own tools |
singular previous literal plus _id, else id |
With sibling-variance selected, literal siblings within its comparison scope
fold into existing opt-in parameters as observed values unless they are stop words.
For example, select both opaque-token and sibling-variance so
/api/folders/{uid} lists general beside the recorded token. With only
opaque-token, /api/folders/general stays a separate literal tool.
A position templated by one of the four format rules
absorbs no literal, so /api/teams/{numeric} keeps its exact-format meaning
and /api/teams/search stays its own tool. Opt-in placeholders use the
parameter name; format-rule placeholders keep their api-surface spelling. Tool names are
<method>_<literals> with api, apis, namespaces, default, v-prefixed
version tokens and a uid literal before a parameter dropped, dotted literals
cut to their first label, _by_<params> appended when parameters exist,
sanitized to [a-z0-9_], at most 60 characters and made unique with numeric
suffixes: get_dashboards_by_uid, get_plugins_settings_by_plugin_id.
sibling-variance and sibling-pair-variance compare routes of at most 32 segments; longer routes keep
their grouped templates and the manifest says so in a limitation. body_shape
is derived for POST, PUT and PATCH from the tool's earliest record when it
carries an application/json or application/*+json request body: top-level
keys and their JSON type names, never values and never nested structure; a body
on a later record adds nothing. unknowns always states three facts: the authorization model, response
semantics and state transitions are not established by a capture.
templated_groups counts tools and excluded groups with a templated segment;
whenever it is nonzero the Evidence is inferred, otherwise derived. The view
performs no network activity and replays nothing. Native mitmproxy, SAZ and
qlog captures, and parents inspected with sensitive_values, return the same
typed unsupported errors as the api-surface view, including the canonical
token sensitive_values_unretained. A capture_browser_scenario parent is not
refused for declaring secrets: the capture redacted them as it recorded, a
transaction whose URL was redacted is left unrepresented, and a response body
keeps the capture's redaction markers, which a manifest limitation counts.
The manifest accumulator shares the api-surface admission model: the capture
clone, the inline envelope (for an inline source), record pointers, groups, every route part, observed
values, query names and body-shape keys are admitted before allocation, and each
recorded body is charged as temporary bytes before it is parsed. Retained state and
temporary work must fit together within the 96 MiB projection representation
budget; exceeding it returns resource_constraint without a partial manifest.
Name a large capture with {"kind": "evidence-file", "path": "/abs/capture.json"}
rather than inline: response bodies the manifest never reads are then charged
once per value in the capture clone, not per character. A
capture_browser_scenario parent is also charged, before validation, for
checking its largest body and for the decoded text of its request bodies.
Environment state
Pass the same parent to inspect_analysis_view with
view: {"kind":"environment-state"} to extract the initial state the
capture's reads observed, and a render plan per read tool that reproduces those
reads from it. Where the environment manifest names an application's tools, the
state holds its data: entities by type and identity, plus documents for written
paths whose reads are not entities. Use the template_rules of the manifest the
state accompanies so tool names match; the view groups records the same way.
{
"name": "inspect_analysis_view",
"arguments": {
"source": { "kind": "retained-evidence", "evidence_id": "ev_..." },
"view": {
"kind": "environment-state",
"template_rules": [
"after-uid-literal",
"opaque-token",
"sibling-variance"
]
}
}
}
Records on the primary origin are ordered by recorded start time, or by record
order when any start time is missing (timeline), as for a
capture_browser_scenario parent. A POST, PUT, PATCH or DELETE with a
2xx or 3xx status, or no status, may change state, unless it is a POST whose
path has a segment such as search, query, list, find, fuzzy,
count or stats, which queries state instead. A type's state comes from its
successful reads that finished before the first such write under the same root:
the path's API base (the literal segments every tool sharing its first segment
has), any v1-style version segments, then one more segment. A read that
overlaps that write in time is left out. A write whose URL a scenario redacted
has an unknown target, so it ends the state of every type, and a limitation
counts such writes. Values from a capture_browser_scenario parent keep the
capture's redaction markers in place of declared secrets; the state is not
refused for them, as the manifest is not.
Each GET tool whose template ends in a parameter is an item tool, and its
type's collection_template is the template without that parameter; any other
GET tool is a list tool of its own template. An item tool proves its type's
id_field when every initial response carries the requested path value in the
same field, at the root or in one wrapper member (id_basis: "path-parameter").
Otherwise the field is the first of id, uid, uuid, _id, ID, UID,
Id, guid, key, slug and name that every listed item carries as a
distinct string or number (id_basis: "field-name"). A list is the response
array, or the one array of objects in an envelope that is not itself an entity.
entities merge every initial observation of one identity within one
collection path: an item view's latest values win over a list view's, a view
whose latest values differ keeps them in view_fields, and a field whose value
changed between one tool's observations with no recorded write between is named
in the type's volatile_fields, keeping the latest value. A value that changed
across a write under another root may be that write's effect, so every tool of
its type is a recorded view with reason fields-differ; so is a value one tool
read before a write and another tool read after it. Repeated reads of one full request line also keep the type recorded when list membership changes across a write, including transitions to or from an empty list, or when entity fields are added or removed. Different query strings remain distinct request lines. Sparse responses do not erase the last observation of a field supplied by another request line. Entities are ordered
by type, collection and first sighting; that order is a list's state order.
Every entity cites its record_ordinals.
views lists one plan per read tool in tool order:
| Shape | Plan |
|---|---|
item |
The entity object at pointer (the root or one member), the ordered fields the view shows and the required_fields every recording had, and envelope_ordinal: the recording whose response, with the entity replaced, every item response shares |
list |
The array at pointer, its fields, membership (all: every entity of the collection in state order, when each recording listed exactly that, had no query, no item-total member (total, count, totalCount, item_count, totalcount, itemcount, but not total_pages or per_page; a number or a string of digits) differing from the number listed, and no has_more, next or next-page token member set; recorded: the entities each recording listed) and counters that equal the number listed |
document |
The path's latest initial value, held in documents |
recorded |
A reason the tool replays its recordings instead |
An item or list plan is kept only when it reproduces the latest initial
recording of each request line from the state, comparing JSON values without
regard to member order; a volatile field compares its recorded value. Each
plan lists the checked_record_ordinals. Otherwise the tool is a recorded view
with reason envelope-varies, fields-differ or list-differs; the other
reasons are query-body (a query POST), no-init-recording,
body-unusable, not-entity, no-identity and query-varies (a document
read under several queries). Documents are held only for list-shaped paths
that a POST, PUT or PATCH tool writes: a non-entity read of an item path
such as /api/files/{id}, or of a path that is only deleted, stays recorded
with no-identity or not-entity. A body is usable when its content type is
JSON-like, it is UTF-8 text of at most 256 KiB, every number survives native
conversion exactly, and no member is named __proto__.
Values in the state are recorded data, so the view refuses the same parents as
the manifest, including those inspected with sensitive_values, and a
capture_browser_scenario parent must have selected response bodies. Types and
identity are inferences, so the Evidence is always inferred. unknowns states
that the state establishes no authorization model, no way the application
computes responses or derived values, and no effects of writes. The state
accumulator charges the manifest's admission and grouping, every record line,
each body as temporary bytes before it is decoded and parsed, and every value
it keeps, within the same 96 MiB budget. The view performs no network activity
and serves nothing.
Resource and lifecycle boundaries
Complete evidence has a 32 MiB input, 96 MiB decoder reply and 64-level nesting
budget. Exceeding a budget returns no partial success.
Oversized selected captures return an input error identifying capture_path
and the byte budget; owned reply/output failures remain output or provider errors.
HAR, SAZ and qlog run in an owned
192 MiB Node old-generation heap with one V8 worker. Mitmproxy decoding applies
Linux limits of 768 MiB address space, 30 seconds CPU and 96 MiB file output;
both commands have a 30-second wall deadline and independently supervised
process cleanup. Owned decoder diagnostics retain at most 1 MiB across stdout
and stderr; the collector drops overflow as it arrives, reports the limit
failure and verifies cleanup. Heap limits alone do not establish aggregate RSS limits.
SAZ and qlog refuse decoding when neither a Node heap limit nor a Windows Job Object bound can be enforced. Existing HAR availability is preserved.
When REA runs on Bun, the HAR/SAZ/qlog decoder runs on Bun, which ignores these V8 heap
flags; its limitations and resource failures then omit the heap sizes. On
Windows, the decoder's owned Job Object instead limits its committed memory to
704 MiB, the 192 MiB budget plus a 512 MiB reserve for Bun itself. The
limitations state that limit, and reaching it returns resource_constraint
with process_memory_limit_bytes, whatever exit status Bun reports.
Observed decoder memory exhaustion returns resource_constraint, with the
selected capture, applicable limits and retained process diagnostics. HAR/SAZ/qlog's
old-generation heap is fixed; inherited NODE_OPTIONS cannot raise it.
Record selection happens after complete decoding and does not reduce that
workload. Use a smaller capture exported by its producer or another decoder
with sufficient capacity, retaining the original for provenance. Subsets do
not establish complete-capture coverage. Repeating the same workload or
running provider health diagnostics does not resolve the heap constraint.
Stable regular-file reads reject symlinks, replacement and concurrent changes. Private snapshots, declarations and tool configuration are removed before the result returns. Cleanup uncertainty retains the selected capture, resource and original failure information. The original capture is never changed.
Excluded coordinates and read failures
Explicitly marked values also exclude matching source coordinates and their sidecars. A hidden record coordinate is reported as location.kind: "unknown"; REA does not invent a replacement pointer. Original record ordinals and artifact digests remain available.
Host filesystem read denials return code: "access_denied", category: "unavailable", the actual EACCES/EPERM code and read-access guidance. Missing files remain input failures. Cleanup failures retain the prior structured error, including its input constraints or provider diagnostics, with explicitly marked text excluded.
An observed replacement or in-place change during stable artifact acquisition
returns code: "artifact_changed", category: "integrity_mismatch" and
retryable: true, retaining the selected path and reader's reason. Wait until
the capture file is stable before retrying. No unstable snapshot is decoded.
Command cleanup failures retain the original status and both diagnostic streams;
the decoder's ownership preparation receives the same cancellation signal.
MCP advertises the same strict named input contract used by the application. Historical inspection delegates argument validation to that shared application boundary so accepted explicit-sensitive declarations also cover invalid argument names and other correction details. The SDK receives raw arguments through its Standard Schema interface; malformed inputs still fail before decoder or filesystem effects and return the normal structured REA error. Protocol-envelope validation remains owned by MCP.
Retained aioquic qlog
Select format: "qlog" through inspect_web_network_capture, or:
rea inspect-web-network-capture /absolute/origin.qlog qlog --json
rea inspect-web-network-capture /absolute/origin.qlog qlog --record 95 --record 0 --json
The initial profile is aioquic 1.5.0, JSON qlog 0.3: one JSON object with
qlog_format: "JSON", qlog_version: "0.3", traces containing object events
with name, finite numeric time and object data. JSON-SEQ, JSONL, columnar
array events and other versions are unsupported. Duplicate JSON members,
malformed UTF-8, invalid interpreted QUIC integers and excessive nesting fail
without partial success, including in events outside the selected ordinals.
Well-formed event subsets and missing frame metadata remain inspectable.
Unknown extensions are retained; this is not validation of every qlog schema.
Choosing the format selects the interpretation profile; the file does not
necessarily report or authenticate an aioquic version. The profile's clock
uses Unix-epoch milliseconds, verified in aioquic 1.5.0's QuicLoggerTrace
log_event/encode_time. The qlog.clock.basis and Evidence analysis profile
state that assumption explicitly. Numeric lexemes survive independently of
safe JSON-number projections; decimal spelling does not establish physical
clock precision or monotonicity.
Every event has a global ordinal from trace/event source traversal and its
original /traces/T/events/E pointer. This order is not a global time sort.
Trace index and the selected artifact identify a connection observation;
reported ODCID is preserved without claiming global uniqueness. Streams are
scoped by trace, stream ID and sent/received direction. Control/QPACK streams
are retained, so counting streams does not count HTTP requests.
qlog is a typed facet required exactly for this format. Its scope is
all-recorded-events-before-selection: selection changes returned event
records while facts cite the original ordinals across the entire recorded
file. The container retains trace metadata with each events array replaced
by null; there is no single events pointer shared by all traces.
| Fact | Basis and limits |
|---|---|
| Original event and loss declaration | Observed endpoint report; recovery:packet_lost does not prove actual network loss. Missing packet number/type remains unknown. |
| STREAM ranges and byte totals | Derived per trace and direction from reported offsets and lengths using exact integer arithmetic. unique_bytes unions intervals; frame_length_sum includes overlaps; repeated_bytes is their difference. Overlap alone does not prove retransmission or equal contents. |
| FIN final sizes | Reported offset plus length where FIN is true; multiple conflicting sizes remain visible. A final size does not establish complete coverage or a received body. |
| Incomplete fact records | Ordinals with omitted/redacted interpretable frame metadata; usable fields in other records survive. An empty list does not establish complete logging or capture. |
| HTTP bodies and causality | body_bytes: "not-reported"; lengths and headers are metadata, with no reconstructed body, hash, timing causality or live process attribution. |
QUIC integer fields interpreted here accept exact nonnegative JSON integer
values through 2^62 - 1, including equivalent exponent notation. Offsets plus
lengths must fit that range. Derived sums are decimal strings and are not
rounded to JavaScript numbers. A missing offset is unknown, never defaulted to
zero. Ranges can start above zero or contain gaps. Packet headers, HTTP events,
raw lengths and unknown extensions remain producer evidence rather than being
normalized into invented HAR requests.
The adapter excludes authorization/proxy authorization/cookie/set-cookie values in known HTTP frame events, reset tokens in transport parameters and NEW_CONNECTION_ID frames, and NEW_TOKEN frame tokens. Known URL header userinfo and explicit sensitive values follow the shared exclusions. Ordinary extension fields and token-looking query text remain retained. Explicit declarations also cover normalized numeric projections, derived totals and trace pointers; facts that cannot be safely shown are omitted with incomplete-record coordinates. No keylog, PCAP, live URL or recorded target is opened by the qlog decoder.
To repeat the real-provider lane with local caller-supplied evidence from the educational aioquic 1.5.0 experiment (one origin trace, known 32,803-byte stream coverage and one 1,169-byte repeated range in the loss case):
npm run verify:web:qlog -- /absolute/control/origin.qlog /absolute/loss/origin.qlog /absolute/new-report.json
This lane checks built CLI/stdio MCP parity, SDK-converted JSON Schemas, artifact digests, original event count, selection scope, retained parent lookup, credential exclusions and the known control/loss facts. The report is created exclusively and contains no keys or captured credential values. It is a fixture-specific verification, not a general loss detector. CI uses synthetic format inputs for malformed cases and limits; those tests do not establish producer provenance. PCAP parsing and correlation remain outside this stage.
Focused qlog views
Use MCP inspect_web_network_capture with format: "qlog", detail: "summary"
for identity, profile, scope and retained-fact counts. Then pass its
normalized_result.parent_evidence_id to inspect_analysis_view as a
retained-evidence source.
{"kind":"qlog","facet":"traces","offset":0,"limit":10}
{"kind":"qlog","facet":"streams","trace_index":0,"offset":0,"limit":10}
{"kind":"qlog","facet":"contributions","trace_index":0,"stream_id":"0","direction":"sent","offset":0,"limit":20}
Trace pages omit nested lists and give their counts. Stream pages preserve
exact byte totals but omit contributions, ranges and final-size lists. For
those lists select contributions, ranges or final-sizes with all three
stream selectors. loss-declarations and incomplete-records need only
trace_index. Offsets count rows in that retained facet; defaults are 0 and 64. Missing or ambiguous selectors fail rather than choosing a connection.
These views page already interpreted facts without decoding again or opening
the source, and work after its deletion. Facts still cover all recorded events
before parent record selection. Their exhaustion does not prove logging or
network completeness. Event preview/complete pages remain available through
kind capture, with original numeric lexemes and producer ordinals preserved.