Files
openclaw/docs/tools/trajectory.md
Peter Steinberger bb46b79d3c refactor: internalize OpenClaw agent runtime (#85341)
* refactor: extract agent core package

Introduce packages/agent-core as the OpenClaw-owned home for reusable agent loop, harness, session, prompt, and runtime dependency contracts.

* refactor: extract shared llm runtime

Move provider model registries, stream wrappers, OAuth helpers, and LLM utilities into src/llm with plugin-sdk barrels instead of depending on the old embedded runtime layout.

* refactor: remove pi runtime internals

Rename remaining Pi-shaped agent surfaces to OpenClaw agent runtime names, delete obsolete Pi docs and package graph checks, and add the third-party notice for incorporated code.

* refactor: tighten agent session runtime

Make agent-core/runtime dependencies explicit, consolidate compaction and session transcript helpers, and move model/session helpers behind OpenClaw-owned contracts.

* refactor: remove static model and pi auth paths

Drop static model catalogs and Pi auth bridges, move model/provider facts to manifest-owned runtime contracts, and harden internal embedded-agent utilities.

* refactor: remove legacy provider compat paths

* docs: remove agent parity notes

* fix: skip provider wildcard metadata parsing

* refactor: share session extension sdk loading

* refactor: inline acpx proxy error formatter

* refactor: fold edit recovery into edit tool

* fix: accept extension batch separator

* test: align startup provider plugin expectations

* fix: restore provider-scoped release discovery

* test: align static asset packaging expectations

* fix: run static provider catalogs during scoped discovery

* fix: add provider entry catalogs for scoped live discovery

* fix: load lightweight provider catalog entries

* fix: refresh provider-scoped plugin metadata

* fix: keep provider catalog entries on release live path

* fix: keep static manifest models in release live checks

* fix: harden release model discovery

* fix: reduce OpenAI live cache probe reasoning

* fix: disable OpenAI cache probe reasoning

* ci: extend OpenAI gateway live timeout

* fix: extend live gateway model budget

* fix: stabilize release validation regressions

* fix: honor provider aliases in model rows

* fix: stabilize release validation lanes

* fix: stabilize release memory qa

* ci: stabilize release validation lanes

* ci: prefer ipv4 for live docker node calls

* fix: restore shared tool-call stream wrapper

* ci: remove legacy pi test shard alias

* fix: clean up embedded agent test drift

* fix: stabilize runtime alias status

* fix: clean up embedded agent ci drift

* fix: restore release ci invariants

* fix: clean up post-rebase runtime drift

* fix: restore release ci checks

* fix: restore release ci after rebase

* fix: remove stale pi runtime path

* test: align compaction runtime expectations

* test: update plugin prerelease expectations

* fix: handle claude live tool approvals

* fix: stabilize release validation gates

* fix: finish agent runtime import

* test: finish post-rebase agent runtime mocks

* fix: keep codex compaction native

* fix: stabilize codex app-server hook tests

* test: isolate codex diagnostic active run

* test: remove codex diagnostic completion race

# Conflicts:
#	extensions/codex/src/app-server/run-attempt.test.ts

* ci: fix full release manifest performance run id

* refactor: narrow llm plugin sdk boundary

* chore: drop generated google boundary stamps

* fix: repair rebase fallout

* fix: clean up rebased runtime references

* fix: decode codex jwt payloads as base64url

* fix: preserve shipped pi runtime alias

* fix: add scoped sdk virtual modules

* fix: decode llm codex oauth jwt as base64url

* fix: avoid stale vertex adc negative cache

* fix: harden tool arg decoding and codeql path

* fix: keep vertex adc negative checks live

* refactor: consolidate codex jwt and edit helpers

* fix: await codex oauth node runtime imports

* fix: preserve sdk tool and notice contracts

* fix: preserve shipped compat config boundaries

* fix: align codex oauth callback host

* fix: terminate agent-core loop streams on failure

* fix: keep codex oauth callback alive during fallback

* ci: include session tools in critical codeql scans

* fix: keep Cloudflare Anthropic provider auth header

* docs: redirect legacy pi runtime pages

* fix: honor bundled web provider compat discovery

* fix: protect session output spill files

* fix: keep legacy agent dir env blocked

* fix: contain auto-discovered skill symlinks

* fix: harden agent core sdk proxy surfaces

* fix: restore approval reaction sdk compat

* fix: keep live docker runs bounded

* fix: keep codex oauth redirect host aligned

* fix: resolve post-rebase agent runtime drift

* fix: redact anthropic oauth parse failures

* fix: preserve responses strict tool shaping

* fix: repair agent runtime rebase cleanup

* docs: redirect retired parity pages

* fix: bound auto-discovered resources to roots

* fix: repair post-rebase agent test drift

* fix: preserve bundled provider allowlist migration

* fix: preserve manifest-owned provider aliases

* fix: declare photon image dependency

* fix: keep provider headers out of proxy body

* fix: preserve shipped env aliases

* fix: refresh control ui i18n generated state

* fix: quote read fallback paths

* fix: preview edits through configured backend

* test: satisfy core test typecheck

* fix: preserve ZAI usage auth fallback

* test: repair codex diagnostic test

* fix: repair agent runtime rebase drift

* test: finish embedded runner import rename

* fix: repair agent runtime rebase integrations

* test: align compaction oauth fallback expectations

* fix: allow sdk-auth session models

* fix: update doctor tool schema import

* fix: preserve bedrock plugin region

* fix: stream harmony-like prose immediately

* ci: include session runtime in codeql shards

* fix: repair latest rebase integrations

* fix: honor explicit codex websocket transport

* fix: keep openai-compatible credentials provider-scoped

* fix: refresh sdk api baseline after rebase

* fix: route cli runtime aliases through openclaw harness

* test: rename stale harness mock expectation

* test: rename embedded agent overflow calls

* test: clean embedded auth test wording

* test: use openclaw stream types in deepinfra cache test

* fix: refresh sdk api baseline on latest main

* fix: honor bundled discovery compat allowlists

* fix: refresh sdk api baseline after latest rebase

* fix: remove stale rebase imports

* test: rename stale model catalog mock

* test: mock renamed doctor runtime modules

* fix: map canonical kimi env auth

* fix: use internal model registry in bench script

* fix: migrate deepinfra provider catalog entry

* fix: enforce builtin tool suppression

* fix: route compaction auth and proxy payloads safely

* refactor: prune unused llm registry leftovers

* test: update codex hooks session import

* test: fix model picker ci coverage

* test: align model picker auth mock types
2026-05-27 19:24:04 +01:00

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Markdown

---
summary: "Export redacted trajectory bundles for debugging an OpenClaw agent session"
read_when:
- Debugging why an agent answered, failed, or called tools a certain way
- Exporting a support bundle for an OpenClaw session
- Investigating prompt context, tool calls, runtime errors, or usage metadata
- Disabling or relocating trajectory capture
title: "Trajectory bundles"
---
Trajectory capture is OpenClaw's per-session flight recorder. It records a
structured timeline for each agent run, then `/export-trajectory` packages the
current session into a redacted support bundle.
Use it when you need to answer questions like:
- What prompt, system prompt, and tools were sent to the model?
- Which transcript messages and tool calls led to this answer?
- Did the run time out, abort, compact, or hit a provider error?
- Which model, plugins, skills, and runtime settings were active?
- What usage and prompt-cache metadata did the provider return?
If you are filing a broad support report for a live Gateway issue, start with
[`/diagnostics`](/gateway/diagnostics#chat-command). Diagnostics collects the
sanitized Gateway bundle and, for OpenAI Codex harness sessions, can also send
Codex feedback to OpenAI servers after approval. Use `/export-trajectory` when
you specifically need the detailed per-session prompt, tool, and transcript
timeline.
## Quick start
Send this in the active session:
```text
/export-trajectory
```
Alias:
```text
/trajectory
```
OpenClaw writes the bundle under the workspace:
```text
.openclaw/trajectory-exports/openclaw-trajectory-<session>-<timestamp>/
```
You can choose a relative output directory name:
```text
/export-trajectory bug-1234
```
The custom path is resolved inside `.openclaw/trajectory-exports/`. Absolute
paths and `~` paths are rejected.
Trajectory bundles can contain prompts, model messages, tool schemas, tool
results, runtime events, and local paths. The chat slash command therefore runs
through exec approval every time. Approve the export once when you intend to
create the bundle; do not use allow-all. In group chats, OpenClaw sends the
approval prompt and export result to the owner privately instead of posting the
trajectory details back to the shared room.
For local inspection or support workflows, you can also run the approved command
path directly:
```bash
openclaw sessions export-trajectory --session-key "agent:main:telegram:direct:123" --workspace .
```
## Access
Trajectory export is an owner command. The sender must pass the normal command
authorization checks and owner checks for the channel.
## What gets recorded
Trajectory capture is on by default for OpenClaw agent runs.
Runtime events include:
- `session.started`
- `trace.metadata`
- `context.compiled`
- `prompt.submitted`
- `model.fallback_step`, including the source model, next model, failure reason/detail, chain position, and whether fallback advanced, succeeded, or exhausted the chain
- `model.completed`
- `trace.artifacts`
- `session.ended`
Transcript events are also reconstructed from the active session branch:
- user messages
- assistant messages
- tool calls
- tool results
- compactions
- model changes
- labels and custom session entries
Events are written as JSON Lines with this schema marker:
```json
{
"traceSchema": "openclaw-trajectory",
"schemaVersion": 1
}
```
## Bundle files
An exported bundle can contain:
| File | Contents |
| --------------------- | ---------------------------------------------------------------------------------------------- |
| `manifest.json` | Bundle schema, source files, event counts, and generated file list |
| `events.jsonl` | Ordered runtime and transcript timeline |
| `session-branch.json` | Redacted active transcript branch and session header |
| `metadata.json` | OpenClaw version, OS/runtime, model, config snapshot, plugins, skills, and prompt metadata |
| `artifacts.json` | Final status, errors, usage, prompt cache, compaction count, assistant text, and tool metadata |
| `prompts.json` | Submitted prompts and selected prompt-building details |
| `system-prompt.txt` | Latest compiled system prompt, when captured |
| `tools.json` | Tool definitions sent to the model, when captured |
`manifest.json` lists the files present in that bundle. Some files are omitted
when the session did not capture the corresponding runtime data.
## Capture location
By default, runtime trajectory events are written beside the session file:
```text
<session>.trajectory.jsonl
```
OpenClaw also writes a best-effort pointer file beside the session:
```text
<session>.trajectory-path.json
```
Set `OPENCLAW_TRAJECTORY_DIR` to store runtime trajectory sidecars in a
dedicated directory:
```bash
export OPENCLAW_TRAJECTORY_DIR=/var/lib/openclaw/trajectories
```
When this variable is set, OpenClaw writes one JSONL file per session id in that
directory.
Session maintenance removes trajectory sidecars when their owning session entry
is pruned, capped, or evicted by the sessions disk budget. Runtime files outside
the sessions directory are removed only when the pointer target still proves it
belongs to that session.
## Disable capture
Set `OPENCLAW_TRAJECTORY=0` before starting OpenClaw:
```bash
export OPENCLAW_TRAJECTORY=0
```
This disables runtime trajectory capture. `/export-trajectory` can still export
the transcript branch, but runtime-only files such as compiled context,
provider artifacts, and prompt metadata may be missing.
## Tune flush timeout
OpenClaw flushes runtime trajectory sidecars during agent cleanup. The default
cleanup timeout is 10,000 ms. On slow disks or large stores, set
`OPENCLAW_TRAJECTORY_FLUSH_TIMEOUT_MS` before starting OpenClaw:
```bash
export OPENCLAW_TRAJECTORY_FLUSH_TIMEOUT_MS=30000
```
This controls when OpenClaw logs an `openclaw-trajectory-flush` timeout and continues.
It does not change the trajectory size caps. To tune all agent cleanup steps
that do not pass an explicit timeout, set `OPENCLAW_AGENT_CLEANUP_TIMEOUT_MS`.
## Privacy and limits
Trajectory bundles are designed for support and debugging, not public posting.
OpenClaw redacts sensitive values before writing export files:
- credentials and known secret-like payload fields
- image data
- local state paths
- workspace paths, replaced with `$WORKSPACE_DIR`
- home directory paths, where detected
The exporter also bounds input size:
- runtime sidecar files: live capture stops at 10 MiB and records a truncation event when space remains; export accepts existing runtime sidecars up to 50 MiB
- session files: 50 MiB
- runtime events: 200,000
- total exported events: 250,000
- individual runtime event lines are truncated above 256 KiB
Review bundles before sharing them outside your team. Redaction is best-effort
and cannot know every application-specific secret.
## Troubleshooting
If the export has no runtime events:
- confirm OpenClaw was started without `OPENCLAW_TRAJECTORY=0`
- check whether `OPENCLAW_TRAJECTORY_DIR` points to a writable directory
- run another message in the session, then export again
- inspect `manifest.json` for `runtimeEventCount`
If the command rejects the output path:
- use a relative name like `bug-1234`
- do not pass `/tmp/...` or `~/...`
- keep the export inside `.openclaw/trajectory-exports/`
If the export fails with a size error, the session or sidecar exceeded the
export safety limits. Start a new session or export a smaller reproduction.
## Related
- [Diffs](/tools/diffs)
- [Session management](/concepts/session)
- [Exec tool](/tools/exec)