agent-session-format-check
Agent BuildingVerify agent session format compatibility for Agent Sessions. Use when any agent CLI updates, when monitoring flags drift, or when bumping max verified versions (fixtures + docs + tests). Covers session schema, usage/limits tracking, storage backends, and discovery path contracts for all supported agents.
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Agent Session Format Check
Answer one precise question for every supported agent:
Can current Agent Sessions code support the latest available session/storage/usage format from the latest available agent build?
The answer must be layered. Do not collapse version checks, stale samples, schema fingerprints, discovery contracts, and usage probes into a vague severity label.
Evidence-first:
- Gather a report + sample paths first.
- Do not change parsers/fixtures/docs without explicit user approval.
Related skill: agent-support-matrix — maintains the matrix YAML, ledger, and
update-checklist workflow. This skill focuses on detection and evidence collection;
agent-support-matrix focuses on recording and gating version bumps.
Process doc: docs/agent-support/monitoring.md — defines the compatibility verdicts,
legacy severity model, cadence, and escalation workflow that feed into this skill.
1 Quick Start (all agents)
-
Run weekly monitoring:
./scripts/agent_watch.py --mode weeklyReport path prints to stdout and is written under
scripts/probe_scan_output/agent_watch/*/report.json. -
In
report.json, check each agent underresults.<agent>:compatibility.verdict,compatibility.scope,compatibility.blockers, andcompatibility.next_actionverified_version,installed.parsed_version,upstream.parsed_versioncompatibility.latest_statusto distinguishcurrent_fetch_known,cached_latest, and unknown latest-source statesweekly.local_schema(newest local session used for fingerprinting)weekly.schema_diffandevidence.schema_matches_baselineevidence.sample_freshnessandevidence.fresh_evidence_sourcecompatibility.latest_real_session_failurewhen a prebump attempt failedseverityandrecommendationonly as legacy escalation fields
-
Usage / limits reading (Codex + Claude) — always verify every weekly run. These drift independently of session schema (see §2), so a clean schema does not imply healthy usage reading. Each agent's
results.<agent>.weekly.probesis a list; for every relevant entry confirmok == trueandexit_code == 0:- Codex —
label == "codex_status_probe"(parsecodex_status_json): the active CLI status channel (five_hour,weeklypercent-left). The passive channel is the session JSONLtoken_count/rate_limitsevents, covered by the schema fingerprint above. - Claude —
label == "claude_usage_probe"(parseclaude_usage_json): the authenticated/usagereading (session_5h,week_all_models,week_opus). Alsolabel == "claude_status"(parseclaude_status_json): status.claude.com indicator/incidents. A failed or unparsed usage probe is a usage-format or auth regression even when versions match and the session schema is clean — never skip it, and report each probe'sokexplicitly rather than collapsing it into the compatibility verdict.
- Codex —
Interpretation:
supports_latest: latest known build is covered byevidence.fresh_evidence_source == "latest_prebump_report"andcompatibility.latest_real_session_evidence == truewithcompatibility.latest_status == "current_fetch_known".supports_installed_only: installed build is covered by non-stale real local evidence, but latest is newer, cached from a prior report, unknown, or lacks fresh real-session proof.latest_unknown: no configured/reachable latest source or no real-session driver exists; do not claim latest support.blocked_stale_sample: evidence predates the installed CLI; run prebump before claiming support.blocked_no_fresh_evidence: a version changed but no fresh matching sample proves support.format_drift_detected: unknown schema/storage/usage fields appeared; update fixtures/parsers.monitoring_broken: latest source, usage probe, or discovery contract failed.real_session_auth_failedin blockers: the real-session driver ran but the sandboxed agent was not authenticated; re-auth or provide the configured env token, then rerun prebump.
1a Real-Session Prebump Validation (required before latest claims)
Weekly scanning samples the newest on-disk session, which can predate a CLI
upgrade and give a false "safe to bump" call (the codex 0.120.0 trap and the
copilot session.shutdown trap). When weekly reports
recommendation == run_prebump_validator — or before you stage any
max_verified_version bump or latest-support claim — run the prebump path for
every active agent being claimed. The driver exercises the currently installed
CLI once inside a sandbox and diffs its output against the fixture baseline:
./scripts/agent_watch.py --mode prebump --agent codex --agent claude
Exit-code contract:
0— every requested agent produced a fresh session and the schema matches baseline. Safe to bump.2— at least one fresh session's schema does not match baseline. Do not bump; investigate the schema diff inscripts/probe_scan_output/agent_watch/<slug>-prebump/report.json.3— at least one driver failed (timeout, auth, CLI not found, or discovery contract violation — wrong session root, wrong glob, or missing required event types).4— config/invariant error: unknown--agent(or one with no prebump block), missing/invaliddiscover_sessioncontract, credential hygiene failure (oversize / mode), or sandbox breach (copilot hermeticity gate). Re-run with--allow-real-homeonly if you understand your real config dir will be mutated for that one invocation.
Flags:
--agent <name>(repeatable) — restrict to specific agents. An unknown agent or one without aprebumpconfig block exits 4.--keep-sandbox— preserve the temp$HOMEfor debugging.--timeout-seconds N— per-driver timeout. CLI flag overrides per-agent config; falls back to config, then global default (120s).--force-fresh— suppress staleness evaluation for this run only (recordsstale_reason=forced_freshin the report).--allow-real-home— copilot/real-HOME opt-in after a sandbox-breach diagnostic; never persistent.
Configured real-session drivers today are codex, claude, antigravity,
copilot, opencode, hermes, openclaw, cursor, and pi. Droid is
legacy-only and excluded from active checks.
Prebump uses the hybrid env-var-first auth policy: if the relevant API-key
env var (OPENAI_API_KEY, ANTHROPIC_API_KEY, GEMINI_API_KEY,
FACTORY_API_KEY, GITHUB_TOKEN) is set it is forwarded into the sandbox
and real HOME is never read. Otherwise the driver copies the declared
credential file from real HOME into the sandbox after running three hygiene
gates (64 KiB max, mode 0600, ≤90-day mtime warning). v1 drivers:
codex_exec, claude_print, antigravity_print, copilot_prompt,
opencode_run, hermes_oneshot, openclaw_local_agent,
cursor_agent_print, and pi_prompt. Some OAuth/keychain-backed CLIs use
real_home_session: true; run them with --allow-real-home so the session
lands in the real agent store instead of copying single-use auth state into a
sandbox.
2 Usage / Limits Drift (Codex + Claude)
Usage and limits tracking can drift independently of session schema. Monitor both.
Codex
- Passive channel: session JSONL
token_count/rate_limitsevent structure. - Active channel (weekly):
codex_status_capture.shoutput schema — parsed ascodex_status_jsonbyagent_watch.py. - Check: in
results.codex.weekly.probes(a list), the entry withlabel == "codex_status_probe"returnsok == trueandexit_code == 0. If not, investigate whether Codex changed its status output format.
Claude
- Active channel (weekly):
claude_usage_capture.shoutput schema — parsed asclaude_usage_json. - Context probe:
./scripts/claude-status --jsonrecords status.claude.com indicator/incidents (parsed asclaude_status_json). - Check: in
results.claude.weekly.probes(a list), the entry withlabel == "claude_usage_probe"returnsok == true— iffalse, the usage API response format may have changed, or authentication may be required. Thelabel == "claude_status"entry (parseclaude_status_json) reports status.claude.com indicator/incidents. - If probe health fails (
parsing_failed, auth required, etc.), treat as high severity because the UI can break.
Known issue: Claude usage probe exit 16 (parsing_failed)
claude_usage_capture.sh can fail with exit 16 when Claude auth tokens are exhausted.
The /usage TUI command itself stops working in this state. This is not a format
change — resolution requires claude auth login. The failure is intermittent and clears
after re-authentication. The Swift side silently retains the last known good snapshot.
What to look for in upstream release notes
- New or renamed fields in usage/billing/token responses.
- Auth changes (new scopes, cookie rotation, API key requirements).
- Rate-limit header changes or new quota enforcement mechanisms.
2a Model Price Freshness (Session Runway $ burn)
The runway's $ presentation prices per-type token rates against a model table, so it
drifts whenever a provider changes prices or ships a model slug we don't know — with no
schema change and no failing probe. Nothing else in this scan catches it. Unlike a
broken probe, stale prices fail silently: the number still renders, just wrong.
Sources of truth (fetch these, don't recall them):
- Anthropic — https://platform.claude.com/docs/en/about-claude/pricing
- OpenAI — https://developers.openai.com/api/docs/pricing
The table lives in two places that MUST stay identical:
docs/prices.json— served to clients from GitHub Pages (corrects shipped apps with no release)RunwayPriceTable.bundledJSONinAgentSessions/CodexStatus/RunwayPriceTable.swift— the compiled-in default (offline / pre-first-fetch)
Checks
-
Prices unchanged? Compare every key's
inputPerMTok/cachedInputPerMTok/outputPerMTok/cacheWritePerMTokagainst the official pages. Anthropic cache columns are derived: read = 0.1x input, 5m write = 1.25x input. -
New model slugs? Any tier we don't have a key for is dropped from
$(it still shows intk/h), so a new model silently disappears from the cost view. Check what the local CLIs actually emit rather than guessing:# Codex: the model lives on turn_context lines grep -ho '"model":"[^"]*"' ~/.codex/sessions/$(date +%Y/%m)/*/*.jsonl | sort -u # Claude: message.model on assistant lines find ~/.claude/projects -name '*.jsonl' -mtime -7 -print0 \ | xargs -0 -n1 jq -r 'select(.type=="assistant") | .message.model' 2>/dev/null | sort -uEvery slug returned must resolve via longest-prefix against a table key.
Known slugs that look alarming but are fine (verified 2026-07-14):
<synthetic>(Claude) — not a model. It appears on assistant lines and does carry ausageobject, but every field is 0, so it forms a zero-rate component anddollarsPerHourskips it. Do NOT "fix" this by adding a price key; the zero-rate exemption is what keeps it from dropping the whole session. If Claude ever gives<synthetic>real tokens, that exemption stops applying and every Claude session would vanish from$— re-check this if it changes.gpt-5.6-codex(Codex) — no key of its own; resolves to thegpt-5.6fallback (sol pricing). OpenAI publishes no separate-codexrate, so that is the best available assumption. The baregpt-5.6key exists for exactly this.
-
Prefix collisions? Keys match by longest prefix, so a shorter key must never shadow a longer one, and a legacy key must never capture a current slug (e.g.
claude-opus-4-1must NOT matchclaude-opus-4-8). Adding a bareclaude-opus-4would break exactly this.testPriceTableLegacyKeysPriceWithoutShadowingCurrentandtestPriceTableBundledAndPrefixMatchpin it — run them after any table edit. -
Temporary pricing expired? Introductory/promo rates have end dates. Known: Claude Sonnet 5 intro $2/$10 ends 2026-08-31 (we deliberately bundle the stable $3/$15, so nothing breaks at expiry).
Updating
Edit docs/prices.json, mirror the identical change into bundledJSON, and always
advance updated. Clients only accept a manifest whose updated is >= their
bundled table's, so a forgotten bump means the correction is ignored — that date is the
only thing preventing a stale cache from shadowing corrected prices. Pushing
docs/prices.json corrects already-shipped apps within a day, with no release.
Verify: xcodebuild test -scheme AgentSessions -only-testing:AgentSessionsTests/CodexUsageParserTests
Cadence
Monthly is enough — provider prices move rarely, but when they move they move a lot
(Opus went $15/$75 → $5/$25, a 3x overstatement that ran undetected). Also check on any
new model launch, since an unknown slug drops that session from $ entirely.
3 OpenCode Storage Changes
OpenCode's current local backend is SQLite at ~/.local/share/opencode/opencode.db.
Legacy installs may still have a multi-file JSON tree (storage/session/,
storage/message/, storage/part/). Monitoring is SQLite-first and falls back to
the legacy JSON tree when no database is present.
Current layout
~/.local/share/opencode/opencode.db
# legacy fallback
~/.local/share/opencode/storage/session/<project>/ses_*.json
~/.local/share/opencode/storage/message/<sessionId>/msg_*.json
~/.local/share/opencode/storage/part/<messageId>/*.json
What to watch for
- New storage backends: OpenCode is a Go application. Watch upstream releases for introduction of SQLite, BoltDB/bbolt, Badger, or other embedded databases alongside or replacing the JSON file tree.
- Schema changes in any record type: session, message, or part records can evolve independently. The fingerprinter tracks keys per record kind.
- New record types or directories: a new sibling to
session/message/partwould indicate a storage expansion. - Migration flags: look for
version,migration,schema_versionfields in session records or new migration files in the OpenCode repo.
Detection in agent_watch.py
opencode_storage_latest_sessionchecksdb_rootsfirst and fingerprintssession,message, andpartrows fromopencode.db.- If no database is present,
_opencode_storage_session_tree_schema_fingerprint()walks the legacy JSON tree for a session and reports keys per record kind. - Risk keywords in
agent-watch-config.jsonstill flag release notes mentioning storage migrations such as SQLite, BoltDB/bbolt, Badger, or database changes.
3a Cursor Storage
Cursor uses two storage backends:
- JSONL transcripts (
~/.cursor/projects/<workspace>/agent-transcripts/<uuid>/<uuid>.jsonl) — primary session data, parsed by Agent Sessions. Subagent transcripts live in asubagents/subdirectory. - SQLite chat databases (
~/.cursor/chats/<workspace-hash>/<uuid>/store.db) — supplementary metadata (session name, model, timestamps). Key "0" in themetatable contains hex-encoded JSON.
The weekly scan fingerprints JSONL transcripts only. The SQLite probe (cursor_sqlite_probe.py) verifies the meta table is readable — it does not deep-fingerprint the database schema.
What to watch for:
- New top-level keys on
role: user/assistantlines. - New content block types beyond
text,tool_use,tool_result,thinking. - The
agent-transcripts/directory being renamed or moved. - SQLite probe failures indicating
metatable schema changes.
Note: Some machines may have a stale PATH shim for cursor even when Cursor.app is installed. The weekly monitor tries the PATH command first, then falls back to the embedded app CLI at /Applications/Cursor.app/Contents/Resources/app/bin/cursor --version.
Cursor CLI latest-source truth comes from the official installer script at
https://cursor.com/install, which embeds downloads.cursor.com/lab/<build>/...
agent CLI package URLs. The Homebrew cursor-cli cask page is a fallback. Do
not use the unrelated npm package named cursor-agent.
Cursor Desktop agent windows use the same local surfaces as Cursor CLI:
~/.cursor/projects/*/agent-transcripts/**/*.jsonl for transcript content and
~/.cursor/chats/*/*/store.db for chat metadata. The weekly
cursor_sqlite_probe must keep reporting the newest Desktop chat DB's
agentId, createdAt, mode/model fields, mtime, and meta-key schema so fresh
Desktop-only windows are visible even when their JSONL transcript is absent or
older.
4 Discovery Path Contracts
Each agent has a discovery_path_contract in agent-watch-config.json defining the
expected file layout Agent Sessions uses to discover sessions. If an upstream agent moves
or renames its storage, discovery breaks even if the parser still works.
Weekly monitoring checks these contracts. When a contract fails:
severityescalates tohigh.- The session viewer will silently stop finding new sessions for that agent.
- Investigate whether the agent changed its storage location or naming convention.
Key contracts (simplified from regexes in agent-watch-config.json):
| Agent | Expected pattern |
|---|---|
| Codex | */sessions/YYYY/MM/DD/rollout-*.jsonl |
| Claude | ~/.claude/projects/**/*.{jsonl,ndjson} |
| OpenCode | */opencode/storage/session/*/ses_*.json |
| Hermes | ~/.hermes/sessions/session_*.json |
| Antigravity | ~/.gemini/antigravity/brain/<conversation-id>/*.md |
| Copilot | ~/.copilot/session-state/*.jsonl |
| OpenClaw | */agents/<id>/sessions/*.jsonl |
| Cursor | ~/.cursor/projects/*/agent-transcripts/*/*.jsonl |
5 What to Collect as Evidence
From the weekly report (all agents):
- The path in
results.<agent>.weekly.local_schema.file(newest session). - The schema diff summary:
unknown_types,unknown_keys(additive drift),missing_types,missing_keys(may mean "not observed in this sample"). - Probe results and
okstatus for usage probes. - Discovery path contract pass/fail status.
Optional (recommended when a bump is needed):
- Copy the newest session file(s) into
scripts/agent_captures/<timestamp>/<agent>/. - Keep captures private (do not commit raw sessions; they can contain paths and prompts).
6 Verification Update Checklist (after approval)
- Refresh fixtures for the affected agent under
Resources/Fixtures/stage0/agents/<agent>/. - Ensure fixtures include the "important" event families when present:
- Session metadata /
session_metapayload keys. - Tool call / tool result events.
- Usage/limits events (
token_count,rate_limits, billing) when emitted. - Optional event wrappers (compaction, context, delta events) when present.
- For OpenCode: representative session, message, and part JSON files.
- Session metadata /
- Bump the verified version record:
docs/agent-support/agent-support-matrix.yml(agents.<key>.max_verified_version)- Append a new entry in
docs/agent-support/agent-support-ledger.yml - Add a line to
docs/agent-json-tracking.mdunder "Upstream Version Check Log"
- Run tests locally:
xcodebuild -project AgentSessions.xcodeproj -scheme AgentSessions \ -destination 'platform=macOS' test - Run discovery-contract tests:
./scripts/xcode_test_stable.sh -only-testing:AgentSessionsTests/SessionParserTests
7 Redaction Guardrails (fixtures)
When turning a real session into a committed fixture:
- Replace long instruction bodies with a short placeholder string (keep structure).
- Remove or truncate large base64/data-url blobs if present.
- Prefer keeping only minimal, deterministic message text (e.g., "List the files").
- Keep the schema shape intact: do not delete keys just because values were redacted.
- For OpenCode multi-file fixtures: redact each file independently but preserve cross-file references (session ID in message paths, message ID in part paths).