Agent PBX
A runtime-grounded Agentic Engineering Control Plane.
Agent PBX gives engineering operators one durable control surface for Agents, Operators, Codex runtimes, projects, campaigns, handoffs, approvals, knowledge, and lifecycle. It preserves native Codex interaction through PBX-managed tmux sessions while keeping identity, workspace ownership, routing, policy, model profiles, and audit under Agent PBX control.
Codex owns the reasoning and execution loop inside each attached session. Tmux owns terminal persistence and scrollback. Agent PBX owns the durable system around them. When WorkerBee is configured, runtime and infrastructure evidence can close the loop from implementation through deployment and validation.
We call the resulting engineering practice Agentic Application Stack Operations, or Agentic StackOps.
What Agent PBX Operates
- Durable runtimes: preserve Agents, Operators, sessions, models, panes, workspaces, and execution evidence across TUI and CLI restarts.
- Native terminals: interact with a normal tmux client and Codex renderer
inside the retained
Latesttab. - Engineering coordination: manage Operators, forks, campaigns, handoffs, reviews, alerts, approvals, and lifecycle operations.
- Project systems: connect GitHub, Joplin, the project editor, managed skill packs, and optional WorkerBee runtime truth.
- Multiple control surfaces: use the local TUI, SSH-native attachment, scoped remote clients, HTTP/WSS, and MCP against the same durable state.
flowchart LR
HUMAN[Engineering operator] --> PBX[Agent PBX control plane]
PBX --> ID[Durable Agents and Operators]
PBX --> POLICY[Policy, routing, approvals, lifecycle, audit]
PBX --> UI[TUI, SSH, API, WSS, MCP]
ID --> TMUX[PBX-managed tmux runtimes]
TMUX --> CODEX[Codex root sessions]
CODEX --> CHILDREN[Codex subagents]
PBX <--> WB[WorkerBee, optional]
WB <--> STACK[Application, platform, and infrastructure truth]
| Layer | Owns |
|---|---|
| Agent PBX | Durable identity, workspace ownership, topology, routing, policy, approvals, lifecycle, campaigns, handoffs, and audit |
| Codex root | Reasoning, local task decomposition, tools, code execution, testing, and review |
| Codex subagents | Bounded work beneath one Codex root |
| tmux | PTYs, panes, sessions, persistence, attachment, geometry, and scrollback |
| WorkerBee | Optional application, infrastructure, simulation, deployment, and runtime truth |
| TUI | Operator interaction and rendering; closing it does not stop the managed runtime |
See the architecture overview, the v2.1 release notes, and the accepted architecture decisions for the complete control-plane and compatibility boundaries.
Why PBX?
The name borrows from telephony. A PBX, traditionally a private branch exchange, is a switchboard that routes calls between extensions and outside lines. Agent PBX applies that pattern to engineering-agent runtimes: durable identities stay addressable while sessions, Operators, forks, tools, and human control surfaces connect through one governed exchange.
Install
One-line release install
When release artifacts are published, install the latest wheelhouse with:
curl -fsSL https://github.com/m4xx3d0ut/agent-pbx/releases/latest/download/install-agent-pbx.sh | sh
agent-pbx --version
Set AGENT_PBX_INSTALL_BASE_URL when hosting the same artifacts somewhere else.
Install from downloaded artifacts
Download both release assets into the same directory:
install-agent-pbx.sh
agent-pbx-wheelhouse.tar.gz
agent-pbx-wheelhouse.tar.gz.sha256
Then install from that local artifact directory:
chmod +x install-agent-pbx.sh
AGENT_PBX_INSTALL_BASE_URL="file://$(pwd)" ./install-agent-pbx.sh
agent-pbx --version
The installer uses the active virtual environment when VIRTUAL_ENV is set.
Otherwise it creates a standalone venv under
${XDG_DATA_HOME:-~/.local/share}/agent-pbx and writes an agent-pbx wrapper
and an agent-pbx-tui wrapper to ~/.local/bin.
Build and install from a local wheelhouse
scripts/build_wheelhouse.sh --out dist/agent-pbx-wheelhouse
python -m venv .venv
source .venv/bin/activate
python -m pip install --no-index --find-links dist/agent-pbx-wheelhouse agent-pbx
agent-pbx --version
The build script also writes dist/agent-pbx-wheelhouse.tar.gz and
dist/agent-pbx-wheelhouse.tar.gz.sha256 plus dist/install-agent-pbx.sh for
release upload. The wheelhouse includes SHA256SUMS, DEPENDENCIES.json, and
an SPDX 2.3 SBOM. Set AGENT_PBX_OFFLINE=1 during installation to forbid
package-index fallback.
Release bundles should include:
install-agent-pbx.sh
agent-pbx-wheelhouse.tar.gz
agent-pbx-wheelhouse.tar.gz.sha256
Development
python3 -m venv .venv
source .venv/bin/activate
python -m pip install -e ".[dev]"
python -m pytest
agent-pbx mcp serve --host 127.0.0.1 --port 8765
Bare python -m pytest remains the sequential diagnostic path. For the full
bounded parallel suite followed by the host-resource serial tail, run:
scripts/test_full.sh
AGENT_PBX_TEST_WORKERS=4 scripts/test_full.sh
The default local worker count is four and uses pytest-xdist work stealing so
the large Textual test module can be distributed by test instead of being
pinned to one worker. Run scripts/test_full.sh --serial for a complete
single-process parity check. Tests marked serial are excluded from all xdist
workers and run afterward in the controller process. See
test execution and qualification for worker-count evidence,
resource-isolation rules, and failure reproduction.
The server defaults to localhost. LAN binding requires bearer authentication, TLS, and explicit operator intent. V2 remote credentials support observer and controller roles, audience and expiry, optional client/Agent binding, immediate revocation, and audit. Agent-scoped controllers cannot use global legacy API, credential-administration, audit, or MCP surfaces.
See v2 installation and upgrade for Linux/macOS host requirements, remote clients, verified/offline wheelhouses, migration, and rollback.
Local Environment
Use local.env.example as the template for machine-specific MCP and client
defaults. From a source checkout, keep a repo-local config in local.env:
cp local.env.example local.env
$EDITOR local.env
source ./local.env
For a user/global install, copy the same file to the XDG user config path:
mkdir -p ~/.config/agent-pbx
cp local.env.example ~/.config/agent-pbx/local.env
chmod 600 ~/.config/agent-pbx/local.env
$EDITOR ~/.config/agent-pbx/local.env
The installed agent-pbx command automatically reads
${XDG_CONFIG_HOME:-~/.config}/agent-pbx/local.env before parsing command
defaults. Override the path with AGENT_PBX_CONFIG=/path/to/local.env or skip
it with AGENT_PBX_NO_CONFIG=1. Shell environment variables and explicit CLI
flags still take precedence over file values.
Both local.env paths are intentionally private because they may contain local
tokens, Joplin credentials, and absolute executable paths. Common values include
AGENT_PBX_HOST, AGENT_PBX_PORT, AGENT_PBX_TOKEN,
AGENT_PBX_SERVER_URL, AGENT_PBX_DEBUG, AGENT_PBX_WORKERBEE_BIN, and the
optional Pull Request, Issues, GitHub remote/SSH, and Joplin settings.
TUI operator and tmux launch defaults are configured with
AGENT_PBX_TUI_OPERATOR_CWD, AGENT_PBX_TUI_CODEX_BIN,
AGENT_PBX_TUI_OPERATOR_TMUX_SESSION, AGENT_PBX_TUI_CALLER_TMUX_SESSION,
AGENT_PBX_TUI_OPERATOR_REVIEW_ROOT, and
AGENT_PBX_TUI_REVIEW_MCP_APPROVAL_SERVERS.
For remote observer/controller TUIs, enable the v2 event stream and use a
short-lived, role-scoped credential issued through the authenticated
/v2/remote/tokens API. Non-loopback daemon binds require a bearer token and
TLS certificate/key pair unless the explicit insecure-LAN override is used.
Each TUI keeps independent server-side navigation state; prompt and document
drafts remain local. Full terminal fidelity uses SSH without exposing the tmux
socket:
export AGENT_PBX_TUI_EVENT_STREAM_V2=1
agent-pbx remote ssh-attach --host user@pbx-host --entity agent-id --read-only
See Checkpoint 14 remote access for the credential, TLS, revocation, snapshot, and rollback model.
For the common local workflow:
source .venv/bin/activate
source ./local.env
agent-pbx mcp restart
agent-pbx mcp status
codex mcp add agent-pbx --url "$AGENT_PBX_MCP_URL" \
--bearer-token-env-var AGENT_PBX_TOKEN
agent-pbx tui
agent-pbx mcp restart preserves the previous daemon host and port when
--host, --port, AGENT_PBX_HOST, and AGENT_PBX_PORT are not provided.
This avoids accidentally moving a LAN-bound daemon back to localhost during a
restart. Explicit flags and sourced local.env values still take precedence.
Portable TUI Launcher
Use agent-pbx-tui for TUI-only clients on another local machine or small LAN
terminal. It reads a local dotenv-style config before launching, so the server
address and token do not need to be typed every time:
agent-pbx-tui --init-config
$EDITOR ~/.config/agent-pbx/tui.env
agent-pbx-tui
Set the MCP/API host by IP or DNS name and keep the token private:
AGENT_PBX_SERVER_URL=http://192.168.29.111:8767
AGENT_PBX_TOKEN=dev-token
AGENT_PBX_TUI_LAYOUT=tiny
AGENT_PBX_TUI_THEME=cyberpunk
AGENT_PBX_TUI_LOW_POWER=1
AGENT_PBX_TUI_TMUX=0
The default config path is
${XDG_CONFIG_HOME:-~/.config}/agent-pbx/tui.env; override it with
AGENT_PBX_TUI_CONFIG=/path/to/tui.env or agent-pbx-tui --config /path/to/tui.env. Environment variables override config values, and
agent-pbx-tui --server ... --token ... overrides both. The config parser
supports KEY=value, export KEY=value, shell-style quotes, comments, and
${VAR} references without executing the file as a shell script.
Background MCP Daemon
Start the shared local MCP daemon in the background:
agent-pbx mcp start
The daemon stores its SQLite DB, metadata, and logs under
${AGENT_PBX_HOME:-${XDG_DATA_HOME:-~/.local/share}/agent-pbx} by default. Use
agent-pbx mcp status, agent-pbx mcp restart, and agent-pbx mcp stop for
lifecycle management. Use agent-pbx mcp serve or the compatibility command
agent-pbx serve only when you want a foreground/debug process.
agent-pbx mcp status prints the MCP URL, health URL, DB path, log path,
metadata path, and a Codex connection command. It also accepts --token as a
no-op compatibility flag, which keeps copied lifecycle commands symmetrical
with start, restart, tui, and UAT commands:
codex mcp add agent-pbx --url http://127.0.0.1:8765/mcp \
--bearer-token-env-var AGENT_PBX_TOKEN
If the requested port is already in use, agent-pbx mcp start fails fast. Stop
the owning process or choose another port with --port. After an editable
reinstall, restart the daemon so it serves the new code:
agent-pbx mcp restart
agent-pbx mcp status
Agent Instructions
Agent PBX can print or install the AGENTS.md wording that tells Codex-style agents how to register, report, poll, and handle queued operator commands.
agent-pbx agent instructions
agent-pbx agent install --check --target AGENTS.md
agent-pbx agent install --append --target AGENTS.md
agent-pbx agent install --append --allow-create --target AGENTS.md
For deeper behavior guidance, print the runbook:
agent-pbx agent runbook
Connected agents can also call pbx_agent_runbook over MCP. The runbook is
intended for project-specific agent docs and for agents that need a refresher on
session-long PBX behavior.
Agent PBX has two operator-facing modes:
use Agent PBX: report mode. Agents register withmetadata.pbx_mode="report"and send meaningfulpbx_report_turnupdates. They must not callpbx_poll_commandsor claim queued command pickup.use Agent PBX nohup: nohup mode. Agents register or update metadata withpbx_mode="nohup"andpbx_nohup_explicit=true, report status, poll queued commands, ack handled commands, honor pings, and open post-reply follow-up windows.
Registration still defaults pbx_active=true, which means Agent PBX visibility
is on. pbx_active=false means PBX is off for either mode. The guidance
requires status="done" reports for repository work to include whether changes
are clean, committed, staged, or unstaged. It also requires normally progressing
long-running work to check in with status="working" at least once every five
minutes.
In nohup mode, after a terminal reply, agents should open one bounded post-reply follow-up window:
pbx_poll_commands(
agent_id="codex-main",
wait_seconds=25,
max_wait_seconds=600,
interval_seconds=5,
)
That repeats long-poll cycles for up to ten minutes after done, complete,
completed, failed, canceled, or blocked reports, so follow-ups queued
after the reply can still be picked up by a live nohup-mode agent. If the 600s
window returns empty, the agent should stop polling until the next explicit PBX
action or new work.
Agents should open that post-reply window only after the operator explicitly
asked for use Agent PBX nohup. In report mode, including local tmux-direct
workflows, agents should send the terminal report and stop without long polling.
Use Ping in the TUI to intentionally keep a live nohup-mode agent polling
longer. Agents handle ping as a keepalive: reply with a status="working"
pong report, ack with {"pong": true}, then start another 300s bounded poll
window. Each ping extends polling in five-minute increments. In report mode,
Ping, Request Detail, Send Input, and queued plan replies wait in the PBX
queue until the agent polls; use tmux direct mode for no-poll local interaction.
When an operator asks an agent to stop using PBX, the agent should send a final
report, call pbx_set_active(active=false), and stop PBX reporting and any
polling until a new PBX session starts. The TUI PBX column shows report,
nohup, or off.
The TUI Use column shows a rough PBX-visible usage gauge per agent for the
last hour: estimated tokens plus poll, report, and ping counts. Estimates use
payload text size and fixed weights for polling overhead; they are not exact
Codex billing, but they identify noisy agents and verbose check-ins.
Operator Agents and Campaigns
Agent PBX supports two agent types. Existing sessions default to
agent_type="caller". The TUI can also start an agent_type="operator" from a
caller by forking that caller's current Codex session with codex fork. A
logical operator can own a default/edit fork plus multiple read-only review
forks for the same caller. Review forks use fork_track_id values such as
review-1, fork_purpose="review", access_mode="review_readonly", and a
scratch work_root outside the caller's source checkout.
Caller sessions must register metadata.cwd and metadata.codex_session_id
before Agent PBX can create a fork. V1 fork creation is local-only: if a caller
session is on another host, Agent PBX records a blocked fork state instead of
guessing or using codex fork --last.
When a caller restarts its Codex session, Agent PBX can rebind one stale live
fork to the new metadata.codex_session_id if the logical operator, caller,
source cwd, host, and fork track match. If multiple candidates match, the fork
is left blocked so the operator can resolve the association explicitly.
Campaign state is stored in dedicated SQLite tables for fast TUI/API queries:
operator_campaigns, operator_campaign_assignments, and
operator_campaign_events. Fork state and optional planning DAG links are
stored in operator_forks and operator_fork_edges. Knowledge-link context is
stored in operator_knowledge_links and operator_knowledge_turns; executable
operator-to-operator handoffs are stored in operator_handoffs. Handoffs track
approval, required target fork launch, delivery evidence, receiver
acknowledgement, started/running state, TTL expiry, artifact summaries, and
terminal status without creating fork edges or changing source-session
ownership. Durable operator knowledge is stored in operator_kb_entries,
operator_kb_sources, and operator_kb_events after root-operator review;
manual seed-run provenance is stored in operator_kb_seed_runs. Full-text and
semantic-lite search state is maintained through operator_kb_index_jobs, the
SQLite FTS table, and hashed-signature chunk rows in operator_kb_chunks, so KB
search remains portable with the PBX database and does not require a vector
service.
Reports and commands still provide the audit trail and link back to
campaigns with report metadata and command payload fields such as
campaign_id, assignment_id, operator_agent_id, and operator_fork_id.
The operator loop is:
- Call
pbx_operator_runbook. - Start a campaign with title, objective, criteria, and one assignment per caller.
- On first interaction with each caller, create or reuse the caller's default forked operator session, or create a dedicated review fork for read-only review work.
- Dispatch and follow up through the fork session.
delivery="auto"queues nohup forks and uses tmux for report-mode forks. - Review caller and fork threads, send follow-ups, and report each assignment as complete, blocked, or needing follow-up.
- Finish the campaign when all assignments have explicit final states.
The TUI Campaigns tab shows operator-owned campaigns and generated report
detail. Use View Report (R) or Shift+R to inspect the selected campaign
report. Use Copy Note (C), Shift+C, or /campaign copy to write the
selected campaign detail, including loaded generated reports, to a new Joplin
note when Joplin is configured.
The Operators pane keeps root operators and their fork sessions together. Use
Review W, press W, or run /operator fork review with a root operator or
its caller-scoped fork selected to create a read-only review fork in the
configured scratch work root. For a root operator, the review fork uses that
operator's default source caller first, then its active default/edit fork
source; stale Agents-pane cursor state is ignored. Use Prev F6 and Next F7
to cycle the visible fork pane for the selected logical operator.
Review fork launch normally uses Codex transcript continuation so the review
operator inherits the source session context. If Codex rejects that continuation
with invalid_encrypted_content, Agent PBX restarts the review fork as a fresh
Codex session with the same PBX fork identity, source metadata, scratch
work_root, and preapproved review MCP tools. Fresh-context forks still start
at the ready prompt and receive no review task during creation, but operators
should provide needed domain context through the first prompt, KB context, or a
knowledge handoff. Set AGENT_PBX_TUI_REVIEW_FORK_LAUNCH_MODE=fresh_context
to skip transcript continuation for new review forks.
Review forks should treat the source checkout as read-only and write only under
their configured work_root. If a finding requires edits in the source repo,
route it with pbx_operator_route_review_escalation so the root operator or an
idle default/edit fork can handle it. If review work needs a new sibling
project, call pbx_operator_request_project_spawn with the project name,
instructions, and mode of empty or clone_source. The TUI/root operator
approves the oldest pending request with Spawn P or /operator project spawn;
Agent PBX then creates the sibling project at the same parent depth as the
source repo, starts a normal tmux caller Codex session there, and attaches it to
the Agents pane when it registers.
If review work needs to transfer domain context to another operator, the review
fork can call pbx_operator_propose_knowledge_handoff with the source review
fork agent, target operator agent, and handoff message. Metadata may include a
target_caller_agent_id, allowed_mutation_scope, required_artifacts,
redacted artifact_bundle, expires_at, needs_ack, and optional KB lookup
fields such as kb_query, kb_project, kb_repo_root, kb_tags, and
include_kb_context=true. When a KB query is present, Agent PBX attaches active
KB matches to the handoff metadata and delivered prompt before the receiving
operator starts. Review forks can list and inspect knowledge-link, handoff, and
KB context, but they cannot approve delivery or send unmediated knowledge turns.
The root operator/TUI uses
/operator handoffs to inspect pending handoffs and
/operator handoff preflight to dry-run pane readiness, queue/nohup routing,
required target-fork state, and attached KB context without sending anything.
Use /operator handoff approve to approve the oldest pending handoff. If the
target operator needs a caller fork that has not been launched, the handoff
moves to pending_launch; use /operator handoff launch to launch the
required fork and retry delivery. Agent PBX then sends a normal send_input
command or tmux direct message to the target operator without creating a fork
edge, campaign assignment, or source-session association.
Receiving operators should acknowledge handoffs with
pbx_operator_ack_handoff. Use status="acknowledged" after reading the linked
context and status="running" only after the target workflow actually starts.
Use pbx_operator_update_handoff for blocked, failed, complete, or other
terminal states. Delivery evidence distinguishes tmux/queue delivery from
receiver acknowledgement and start, so a pane paste is not treated as workflow
success by itself. Tmux evidence records the resolved pane, target command,
paste/send-key steps, and whether the target looked Codex-like; submitted is
only true for a Codex-like target.
When a knowledge link or handoff produces reusable operating guidance, review
forks and operators can propose KB entries with pbx_operator_kb_propose or
pbx_operator_kb_propose_from_link. Proposed entries stay scoped to the
creating logical operator until the root operator reviews and promotes them with
pbx_operator_kb_promote, /operator kb promote, or the Promote button in
the right-pane KB tab. Use /operator kb proposed or the Proposed filter to
inspect pending entries and select a row to review its body. Root operators can
edit entries with pbx_operator_kb_update, reject bad proposals with
pbx_operator_kb_reject, /operator kb reject, or Reject, and retire active
records with pbx_operator_kb_retire, /operator kb retire, or Retire.
Active KB entries are readable by other operators through
pbx_operator_kb_search, pbx_operator_kb_context, pbx_operator_kb_get, and
/operator kb. Handoff flows can request the same lookup by passing kb_query
or include_kb_context=true metadata. Context lookup defaults to project scope,
only narrows by repo path when repo_root or kb_repo_root is supplied, and
uses SQLite-local hybrid keyword/semantic retrieval unless semantic=false is
passed. Raw KB search remains keyword-first by default; pass semantic=true to
pbx_operator_kb_search or /v1/operator/kb when differently worded queries
should be considered. Returned entries include non-persistent retrieval evidence
under metadata.retrieval, including source type, score, and matched chunk
metadata.
KB lookups are also recorded as query history. Context responses and recorded
search results include query_id and per-entry match_id values so operators
can call pbx_operator_kb_feedback with accepted, rejected, stale,
wrong_scope, unsafe, or miss. Use pbx_operator_kb_list_queries,
pbx_operator_kb_get_query, /operator kb history, and /operator kb misses
to review prior searches, top matched chunks, feedback counts, and miss reports.
The TUI KB tab has a query box plus Search, History, Misses, Useful,
Wrong, and Miss controls for visual review.
Root operators can export portable
JSON-compatible KB bundles
with pbx_operator_kb_export and import them with pbx_operator_kb_import;
active import and promotion require clean redaction state or an explicit manual
override in metadata.
Operators can also compile proposed KB entries from normal working reports by
including report metadata under operator_kb_candidates, kb_candidates, or
kb_proposals. Each candidate is an object with title, summary, body, and
optional scope, project, repo_root, git_remote, branch, tags,
stale_after, expires_at, and metadata. The API and MCP report paths
auto-compile those candidates as proposed KB entries, dedupe them with a content
hash, attach the source report in operator_kb_sources, and keep promotion on
the root review path. Use /operator kb compile to manually retry compilation
for the selected operator's latest report, and /operator kb reindex to rebuild
the SQLite FTS and semantic chunk indexes.
Use /operator kb seed to manually ask the selected root operator or fork to
extract durable operating guidance from its current context. Agent PBX records a
seed run, delivers a normal send_input prompt by queue or tmux, and includes a
stable seed_run_id and seed_sync_key for future sync/dedupe. The receiving
operator searches existing KB entries, proposes small atomic entries with
pbx_operator_kb_propose, includes the supplied seed metadata, then marks the
run finished with pbx_operator_kb_update_seed_run. Seed runs create proposed
entries only; root promotion, rejection, retirement, import, and export stay on
the existing review path.
KB bodies and export bundles may contain private, proprietary, or personally
identifying context from operator handoffs. Keep exports under ignored local
paths such as artifacts/, runs/, or state/; repo ignore rules also exclude
root-level *operator-kb*.json, *operator_kb*.json, and
agent-pbx-operator-kb*.json bundle files.
Current semantic KB support is intentionally local and deterministic. It chunks canonical KB text, stores hashed sparse term signatures, and combines those scores with the existing keyword/FTS path. Retrieval feedback and query observability are canonical SQLite records, while export/import continues to move only reviewed KB entries. The practical roadmap from here is to tune retrieval from accepted/rejected/miss history, then consider a true embedding provider or graph edges only after retrieval quality gaps are visible in normal operator work.
First use from a running tmux-mode TUI is: select the source caller, use
Start O or press O to ensure the logical operator exists and is bound to
that caller, select the logical operator in the Operators pane, use Review W
or press W to create a read-only review fork, then prompt that review fork.
The new review fork starts at a ready Codex prompt after registration and does
not receive a review task during creation. When the review fork requests a
sibling project, select the operator and use
Spawn P or /operator project spawn; the spawned project should then appear
as a normal caller in the Agents pane after its Codex session registers. When a
review fork proposes a knowledge handoff, select the logical operator and run
/operator handoffs to inspect workflow state, /operator handoff preflight
to verify the target route, /operator handoff approve to approve delivery,
and /operator handoff launch if the target operator needs a caller fork
before the handoff can run. When that exchange produces durable guidance, run
/operator kb seed against the operator or fork that holds the context, then
run /operator kb proposed to open the KB tab on proposed entries, select
proposals to review their bodies, and use Promote to publish clean proposals
or Reject to reject them. If the operator already reported explicit KB
candidates, use /operator kb compile first, then review the proposed entries
in the same tab.
Planned Local Validation
WorkerBee is used to rebuild and run the containerized MCP/API service with simulated agents and clients. Repository-owned WorkerBee manifests live under ops/workerbee/.
docker build -t agent-pbx:workerbee .
docker run --rm -p 8765:8765 -e AGENT_PBX_TOKEN=dev-token agent-pbx:workerbee
agent-pbx sim-agent --token dev-token --once
agent-pbx sim-client --token dev-token --agent-id sim-agent-1 --message "Proceed"
For a bounded operator KB/handoff UAT run against a live daemon, use the reusable harness. Synthetic agents and reports include suppressed TUI alerts, and cleanup hides synthetic agents plus retires/rejects generated KB proposals. Every run writes a private manifest under the Agent PBX state root so cleanup can be retried if the process is interrupted:
agent-pbx uat operator-kb-flow --server http://127.0.0.1:8765 --token dev-token
agent-pbx uat operator-kb-flow --server http://127.0.0.1:8765 --token dev-token \
--tmux-sink --tmux-session auto --output runs/operator-kb-flow.json
agent-pbx uat cleanup --run kb-sim-YYYYMMDDHHMMSS-xxxxxxxx --token dev-token
agent-pbx uat operator-kb-flow --ci --server http://127.0.0.1:8765 --token dev-token
agent-pbx uat operator-kb-flow --from-stage 6 --ci \
--server http://127.0.0.1:8765 --token dev-token
agent-pbx uat compare --run kb-sim-old --run kb-sim-new
agent-pbx uat codex-operator-flow --codex-cli-version 0.158.0 --model gpt-5.6-sol
The tmux profile preflights server health, controlled cwd, tmux binary, and the
target tmux session before creating synthetic operators. --tmux-session auto
prefers AGENT_PBX_TUI_OPERATOR_TMUX_SESSION, then agent-pbx, then
agent-pbx-operators, and reports a warning if it has to fall back. The --ci
profile disables tmux delivery and forces cleanup, which keeps the harness
suitable for automated test jobs that only need API-level validation. Use
--output path.json to preserve the complete run evidence while keeping the
terminal summary compact.
Use --stage N to run one logical UAT stage plus required setup, or
--from-stage N to run the later-stage slice plus setup. --skip-tmux disables
tmux delivery even when a copied command includes --tmux-sink. Stage 6 covers
negative-path recovery checks: expired handoffs, missing target forks,
preflight timestamp readiness, non-Codex tmux evidence, and idempotent cleanup
expectations. Stage 7 covers a record-only multi-operator lifecycle where a
third operator resolves KB context, acknowledges, runs, completes, and avoids
unwanted fork/source-session associations. Stage 8 validates SQLite-native
semantic KB retrieval: keyword-only search misses a differently worded query,
hybrid search finds the promoted KB entry, and handoff metadata can attach that
semantic context. Stage 9 records accepted retrieval feedback, records a miss,
lists query history and miss reports, fetches match/chunk detail, and verifies
portable KB export still omits query-history and feedback observability records.
Successful cleanup is followed by an audit that checks for visible synthetic
agents, active UAT KB leaks, non-terminal UAT handoffs, and live UAT tmux
panes. agent-pbx uat compare --run A --run B reads persisted manifests and
reports check, failure, warning, duration, cleanup, and report-drift deltas.
The codex-operator-flow matrix is a live-operator checklist for Codex CLI and
model compatibility. For the 0.158.0 update, run it with the selected GPT-5.6
slug and use the cases to exercise caller-to-root operator spawn, default/edit
fork launch, review fork transcript continuation, review fork fresh-context
fallback, resume/restart session rebinding, native plan selector choices,
Escape/Ctrl+C hard-stop verification, and Joplin /copy -> transcript -> tmux
capture behavior.
The TUI handoff list shows the latest recorded delivery preflight age/warnings and a lightweight ack monitor for sent handoffs. Approving a pending handoff runs preflight first and records that preflight in the handoff metadata before delivery.
WorkerBee TUI Status
Set AGENT_PBX_WORKERBEE_BIN before starting the Agent PBX daemon to enable
the read-only WorkerBee tab in the TUI. The daemon runs WorkerBee status
commands; the TUI only renders the API result.
export AGENT_PBX_WORKERBEE_BIN=/home/m4xx3d0ut/git/k1s-wt/k1s-workerbee/.venv/bin/workerbee
export AGENT_PBX_WORKERBEE_TIMEOUT_SECONDS=20
agent-pbx mcp restart --token dev-token
agent-pbx tui --token dev-token
Agents must register with metadata.cwd set to their project directory. When
the selected agent is in a WorkerBee project, the tab shows the WorkerBee
project name, mode, running state, dashboard URLs, app readiness, latest
deployment metadata, ingress URLs, workloads, and validation findings. The v1
tab does not start, stop, deploy, or mutate WorkerBee projects.
AGENT_PBX_WORKERBEE_TIMEOUT_SECONDS defaults to 20 because workerbee projects can take more than ten seconds on hosts with many projects. Agent PBX
also serializes same-agent WorkerBee checks and caches results briefly to avoid
WorkerBee project-lock collisions from repeated refreshes.
Pull Request Review
Set AGENT_PBX_PR_ENABLED=1 before starting the daemon to enable the PRs tab
for selected agents whose metadata.cwd is inside a GitHub repository. Agent
PBX uses the authenticated gh CLI on the MCP host; remote TUI clients only see
Agent PBX API results.
export AGENT_PBX_PR_ENABLED=1
export AGENT_PBX_GH_BIN=gh
export AGENT_PBX_PR_ALLOWED_REPOS=m4xx3d0ut/agent-pbx,the-cm-collective/k1s-private,the-cm-collective/k1s-workerbee-private
# Optional, only when gh cannot infer the intended GitHub repository.
export AGENT_PBX_GITHUB_REMOTE=upstream
# Optional, only when GitHub access needs a specific SSH identity.
export AGENT_PBX_GITHUB_SSH_COMMAND="ssh -i $HOME/.ssh/github-key -o IdentitiesOnly=yes -o IdentityAgent=none"
agent-pbx mcp restart --token dev-token
agent-pbx tui --token dev-token
The PRs tab lists open pull requests, status checks, details, changed files,
and URLs for the selected agent project. Review asks the selected agent to
review the PR; Validate asks it to run appropriate WorkerBee checks and report
results. In tmux direct mode these prompts are sent straight to the Codex pane.
Otherwise they are queued as send_input commands, so the target agent must be
polling in use Agent PBX nohup mode before the request can produce a new
Latest/Thread report. Agents can call pbx_pr_context(agent_id, pr_number) for
read-only PR context, but there is no agent-side merge tool.
Merging is operator-only and disabled by default. To expose the TUI/API merge
button, set AGENT_PBX_PR_MERGE_ENABLED=1; the merge request still requires
the server token and exact confirmation text such as merge PR #12. Use
AGENT_PBX_PR_ALLOWED_REPOS as a comma-separated allowlist for LAN lab runs.
If the PR tab reports that a repository is not allowed, add that owner/repo
value to the list or leave the variable empty to allow any repo visible to
gh on the MCP host.
By default, Agent PBX lets gh infer the GitHub repository from the selected
agent's working directory. If a project has multiple remotes and gh would pick
the wrong one, set AGENT_PBX_GITHUB_REMOTE to the remote name that points at
GitHub. Agent PBX then resolves owner/repo from that remote and passes
--repo owner/repo to gh. If GitHub SSH needs a specific key, set
AGENT_PBX_GITHUB_SSH_COMMAND; for repository-specific keys, set
AGENT_PBX_GITHUB_SSH_COMMAND_OVERRIDES_JSON='{"owner/repo":"ssh ..."}'.
Per-repo overrides take precedence over the global SSH command. The daemon
status reports whether an SSH command is configured, but does not expose the
command string.
GitHub Issues
Set AGENT_PBX_ISSUES_ENABLED=1 before starting the daemon to enable the
Issues tab for selected agents whose metadata.cwd is inside an allowed
GitHub repository. Issues reuse AGENT_PBX_GH_BIN,
AGENT_PBX_PR_TIMEOUT_SECONDS, AGENT_PBX_PR_ALLOWED_REPOS, and the GitHub
remote/SSH settings from the PR integration.
The Issues tab lists open issues and shows issue body, labels, assignees,
milestone, URL, and recent comments. Mitigate asks the selected agent to
investigate and report a fix path. In tmux direct mode the prompt is sent
straight to the Codex pane; otherwise it is queued as send_input and requires
the target agent to poll in use Agent PBX nohup mode.
Clearing is operator-only and disabled by default. To expose the TUI/API clear
action, set AGENT_PBX_ISSUES_CLOSE_ENABLED=1; each clear still requires a
mitigation summary comment and exact confirmation text such as
clear issue #12. Agents can call pbx_issue_context(agent_id, issue_number)
for read-only context, but there is no agent-side close/comment tool.
Joplin Notes Integration
Set AGENT_PBX_JOPLIN_API_URL and AGENT_PBX_JOPLIN_TOKEN before starting the
Agent PBX daemon to enable the optional Joplin tab and MCP document export
tools. Credentials stay server-side; remote TUI clients only read Agent PBX API
results.
export AGENT_PBX_JOPLIN_API_URL=http://127.0.0.1:41184
export AGENT_PBX_JOPLIN_TOKEN=<joplin-api-token>
export AGENT_PBX_JOPLIN_NOTEBOOK="Agent PBX"
export AGENT_PBX_JOPLIN_BIN="$HOME/.joplin-bin/bin/joplin"
export AGENT_PBX_JOPLIN_PROFILE="$HOME/.config/joplin-agent-pbx"
export AGENT_PBX_JOPLIN_SYNC_ON_WRITE=1
agent-pbx mcp restart --token dev-token
agent-pbx tui --token dev-token
Agent PBX writes notes through the local Joplin REST API. To queue WebDAV syncs
after writes, enable AGENT_PBX_JOPLIN_SYNC_ON_WRITE=1 and provide a Joplin CLI
path/profile. After each create, edit, delete, COPY note, or LOG append, Agent
PBX records a durable SQLite sync job and a background worker runs
joplin --profile <profile> sync. Note writes return before WebDAV sync
finishes. Leave this off if a separate Joplin client or background process
already syncs the profile.
If WebDAV sync uses E2EE, the dedicated profile must have its master key loaded;
otherwise Joplin may exit successfully while reporting Master key is not loaded, and Agent PBX will surface that as a sync failure.
When first used, Agent PBX lazily creates one top-level Joplin notebook, then
nests notes as project > agent. Note titles use
session-id-YYYYmmddTHHMMSSZ-COPY|LOG|DOC. Copy Latest writes the selected
agent's latest report to a new Markdown note. The Campaigns tab can also copy
the selected campaign and its generated report detail to a new Markdown note
with Copy Note (C) or /campaign copy. Start LOG creates a growing log
note and appends queued operator prompts plus terminal agent responses until
Stop LOG is pressed. In tmux direct mode, an active LOG appends prompts sent
through Agent PBX, waits for the tmux pane to settle, then asks Codex for
/copy and appends the copied response. The tab also lists scoped notes,
previews Markdown, and supports quick create, rename, delete, and save controls
inside the Agent PBX notebook scope only.
The Joplin tab status line shows queued, running, successful, and failed sync
state. Press Sync Now or use /joplin sync to queue a manual sync. Sync
failures are retained in Agent PBX status/events; they do not roll back the note
write that triggered them.
Joplin actions are available from the tab buttons and the local TUI
palette/slash commands: /joplin opens the tab, /joplin refresh reloads
scoped notes, /joplin new creates a scoped note, /joplin rename renames the
selected note, /joplin delete confirms and deletes the selected scoped note,
/joplin copy copies the latest Codex response in tmux direct mode, /joplin copy report copies the latest PBX report, /joplin log start and /joplin log stop control the growing LOG note, /joplin save saves the selected note body,
and /joplin sync queues a manual sync job.
The Joplin tab buttons show their shortcut key directly, such as New n and
Copy c. Press Ctrl+G then that key; when focus is outside an editable note
body, j can be used instead of Ctrl+G.
In tmux direct mode, /joplin copy first reads the active Codex transcript when
Agent PBX knows the session id. If transcript capture is unavailable, it uses
Codex /copy and a local clipboard helper such as wl-paste, xclip, xsel,
pbpaste, termux-clipboard-get, or tmux show-buffer, then falls back to
visible tmux capture only as a last resort. If Codex opens an interactive
numbered /copy selector, Agent PBX sends Escape before continuing with the
fallback path so the pane is not left blocked. The tmux LOG path records a
transcript boundary before the operator prompt and only accepts transcript output
written after that boundary.
Agents can call pbx_joplin_status and pbx_joplin_create_document when the
operator asks for a Markdown note or document. Mermaid diagrams should be passed
as fenced Mermaid blocks so Joplin can render them safely. Default tests use a
fake Joplin API; for end-to-end development, run a disposable Joplin profile.
Configure WebDAV and end-to-end encryption in Joplin itself, then keep Agent PBX
pointed at the local REST API. Do not persist WebDAV or E2EE decrypt passwords in
local.env; enter them interactively in the dedicated Joplin profile or use an
external secret helper outside Agent PBX. A headless profile can be run in tmux:
joplin --profile ~/.config/joplin-agent-pbx
# Inside Joplin: :config sync.target 6
# Inside Joplin: :sync
# If encrypted: :e2ee decrypt
# Inside Joplin: :server start
For E2EE troubleshooting from a shell:
joplin --profile ~/.config/joplin-agent-pbx e2ee status
joplin --profile ~/.config/joplin-agent-pbx
# Inside Joplin: :e2ee decrypt
# Then retry: :sync
The Joplin API token is still sensitive. Store it only in
${XDG_CONFIG_HOME:-~/.config}/agent-pbx/local.env or repo-local local.env
with chmod 600, and treat the Joplin profile directory as private.
Files TUI Browser
The TUI includes a Files tab for the selected agent project. Agents must
register with metadata.cwd; Agent PBX lists files relative to that directory
and rejects absolute paths, parent traversal, and symlink escapes. Generated or
noisy directories such as .git, .venv, node_modules, artifacts, and
runs are hidden by default. Sensitive names and suffixes such as .env,
local.env, private key files, token files, and credential files are excluded
from text copy, editor, search, and diagnostics actions.
Selecting a text file shows a bounded text preview. PNG images and GIF first
frames render as a terminal-native color block preview plus a grayscale text
fallback when Agent PBX can decode them; other binary files and unsupported
image formats show metadata such as size, MIME type, and image dimensions when
detectable. Install agent-pbx[images] to enable optional Pillow decoding for
additional formats such as JPEG and WebP. If chafa is installed on the host,
Agent PBX can use it as a best-effort fallback renderer. The preview avoids
terminal-specific image protocols, so it works across desktop terminals, SSH,
tmux, and Termux.
Use the Files tab search box to run a bounded ripgrep-style project search. If
rg is available on the daemon host, Agent PBX uses it with ignored and
sensitive paths excluded; otherwise it falls back to a Python text search. Search
results can be selected to preview a match. Copy Path copies the selected
project-relative path, and Copy Text copies the full bounded text document for
the selected file through the same guarded API.
Open Editor opens the selected file or search result in the native Editor
tab. The editor is a Textual text buffer with syntax highlighting when Textual
has a language parser available. Buffers are cached per agent, so unsaved edits
survive moving between tabs and selected agents during the TUI session. Save
writes UTF-8 through an optimistic lock using the loaded file hash or mtime and
reports a write conflict if the file changed on disk. Revert reloads the file
from the daemon. F9 or Full F9 toggles an editor-fullscreen layout that keeps
the TUI title and footer visible.
Check runs best-effort diagnostics for the editor file through the daemon.
Agent PBX currently supports ruff and mypy when installed on the daemon host;
auto prefers the first available supported tool and returns a structured
unavailable result when neither is present. Diagnostics are bounded by timeout
and remain scoped to the selected agent's registered cwd.
The Latest input can complete project paths with @. Type a project-relative
reference such as @README or @src/ag and press Tab; Agent PBX loads the
needed project directory before completing. The same completion works in tmux
direct input.
Joplin project notes can be referenced with @joplin:. Type
@joplin:Release and press Tab to complete project note titles; if the
Joplin tab has not been opened yet, Agent PBX lazily loads the selected
project's note index first. On send, Agent PBX fetches each referenced note body
fresh and appends a Joplin Note References Markdown section to the prompt, so
Review @joplin:weekly-updates-052926-060826 and @joplin:Release-Checklist
gives Codex both note bodies in one message. If a referenced note cannot be
resolved inside the selected project scope, the prompt is not sent. Reference
tokens are exact note slugs; use Tab completion when title wording is unclear.
Operator prompts can reference caller agents with @caller:. Select an
operator agent, type @caller:project or @caller:Backend, and press Tab to
complete known caller agents from the Agents table. When an operator prompt
uses @caller:, following @joplin: references resolve in that caller's
project note scope until another @caller: appears. For example,
@caller:api @joplin:Runbook @caller:web @joplin:Runbook can attach two
different Runbook notes from two caller projects. On send, a @caller:
reference creates or reuses that caller's fork, keeps the prompt on the root
operator session, and appends a Caller Agent References Markdown section with
the exact agent_id, project, PBX mode, status, active campaign count, active
fork identity, and tmux pane when known.
Operator prompts can also reference GitHub pull requests and issues with
@pr:<number> and @issue:<number>, or natural references such as PR #7,
pull request #7, and issue #12. These references scope to the nearest
preceding @caller: token. If the operator was started from a caller, that
caller is implied, so Review PR #7 and assess issue #12. loads context from
the source caller's repository without an explicit caller tag. If an operator
has no implied source and a prompt contains exactly one @caller:, PR or issue
references before that tag also use that caller, so Review PR #7 for @caller:api and assess issue #12 works as expected. Prompts may mix multiple
caller scopes; Agent PBX fetches read-only PR and issue detail before send and
appends a GitHub PR and Issue References Markdown section.
The Joplin tab lists notes from the selected project folder and its
descendants under the Agent PBX notebook. That means notes created directly in
Joplin under the project can be opened, edited, renamed, saved, deleted, and
referenced from Agent PBX. COPY and LOG actions still create agent/session
notes so response captures and growing logs remain attributable to a specific
agent run.
Debug Runs
Use --debug on the foreground server or daemon for verbose PBX request and
MCP tool logs. Use --transcript on simulator commands to write JSONL CLI
transcripts:
agent-pbx mcp serve --debug --token dev-token
agent-pbx sim-agent --token dev-token --transcript runs/sim-agent.jsonl
agent-pbx sim-client --token dev-token --agent-id sim-agent-1 \
--message "Proceed" --transcript runs/sim-client.jsonl
For a bounded TUI smoke feed, add --debug-smoke or set
AGENT_PBX_DEBUG_SMOKE=1. This registers sun-tzu-smoke-1 through
sun-tzu-smoke-3, emits one or two short Sun Tzu quote reports immediately and
then every random 30-60 seconds, and stops after five minutes.
agent-pbx mcp start --debug --debug-smoke --token dev-token
TUI Notifications
The TUI keeps visual flash and terminal bell notifications off by default for the localhost workflow. Enable either at launch with environment variables:
AGENT_PBX_TUI_FLASH=1 agent-pbx tui --token dev-token
AGENT_PBX_TUI_BELL=1 agent-pbx tui --server http://192.168.1.25:8765 \
--token dev-token
For a local container image, bake defaults in with build args:
docker build --build-arg AGENT_PBX_TUI_FLASH=1 \
--build-arg AGENT_PBX_TUI_BELL=1 \
--build-arg AGENT_PBX_TUI_AGENT_BLINK=1 \
--build-arg AGENT_PBX_TUI_THEME=1337 \
--build-arg AGENT_PBX_TUI_CUSTOM_THEME_NAME=1337 \
-t agent-pbx:tui .
The same options are available from the TUI Settings screen with the s
hotkey. Alerts fire for new agent registrations, new reports, and command
acknowledgements. The Agents table also highlights unseen latest reports with
NEW, and the top alert bar blinks for unseen latest reports by default. Click
the blinking alert to jump directly to the first unseen agent's Latest tab.
Disable that with AGENT_PBX_TUI_AGENT_BLINK=0 or the Unseen blink setting.
The TUI layout defaults to adaptive: wide terminals use a side-by-side
Agents/right-pane split, narrow terminals use compact full-width agent views,
and very small terminals use a tiny mode that shows only Agents or Events on
the home screen. Override with
AGENT_PBX_TUI_LAYOUT=adaptive|split|compact|tiny or the Layout setting.
Selecting an agent in compact or tiny mode opens a full-width view with
Latest, Thread, Files, WorkerBee, PRs, Issues, Campaigns, and
configured optional tabs such as Joplin; press b to return to the agent
list. In tiny mode, press e on the home screen for Events and a to return
to Agents.
For very low-power terminals where the TUI is mostly an alert board, enable low-power watch mode. It keeps server event alerts active, slows periodic safety refreshes, avoids rendering hidden Events in tiny mode, and skips hidden selected-agent detail refreshes until you open an agent:
AGENT_PBX_TUI_LAYOUT=tiny \
AGENT_PBX_TUI_THEME=cyberpunk \
AGENT_PBX_TUI_TMUX=0 \
AGENT_PBX_TUI_LOW_POWER=1 \
AGENT_PBX_TUI_AGENT_REFRESH_SECONDS=15 \
AGENT_PBX_TUI_ATTENTION_BLINK_SECONDS=3 \
agent-pbx tui --server http://192.168.1.25:8767 --token "$AGENT_PBX_TOKEN"
In split layout, adjust the Agents/right-pane width with [ and ]; press
0 to reset to the default 42% Agents width. The same controls are available
from Settings, and AGENT_PBX_TUI_SPLIT_PERCENT=25..75 can set the launch
default. Mouse-drag splitters are intentionally deferred because the current
Textual version does not provide a native splitter and keyboard controls work
better over SSH and mobile terminals.
Use g followed by 1 through 9 to jump directly to the first nine visible
agents' Latest tabs; g then 0 jumps to the tenth visible agent. The
sequence is ignored while typing in follow-up inputs, avoiding terminal
Alt+number tab-switching conflicts.
Press p from the Agents table, or use Star/Unstar, to pin an agent near the
top of the Agents list. Starred agents are sorted by latest activity above
unstarred agents, which are also sorted by latest activity. Star selections
sync through the Agent PBX server so a workstation TUI and a remote watch TUI
show the same pinned agents; the TUI settings file keeps a local cache/fallback.
Press h or Show Hidden to include hidden agents in the Agents table; hidden
rows show a Hidden marker. Select a hidden row and press H or Unhide to
restore it without waiting for the agent to reconnect.
For high-volume cleanup, use Prune or /agents prune to preview a reversible
batch hide of old unstarred terminal caller sessions. The default preset keeps
starred agents, operators, operator forks, queued agents, active campaigns, and
agents involved in active operator forks, handoffs, knowledge links, or project
spawn requests. /agents prune apply applies the latest preview using fresh
live state, and /agents prune undo restores the latest unapplied batch.
/agents prune stale previews old stale nonterminal callers, and
/agents prune forks previews old operator forks only when they have no
recorded tmux pane and no active operator relationship. Bulk prune is hide-only;
bulk thread purge is intentionally not supported.
Press Ctrl+P to open the command palette. Agent PBX adds slash-style operator
commands such as /detail, /ping, /esc, /ctrlc, /restart, /tmux,
/workerbee, /campaigns, /campaign report, /campaign copy,
/operator fork prev, /operator fork next, /operator fork review,
/operator handoffs, /operator handoff preflight, /operator handoff approve,
/operator handoff launch, /operator knowledge links, /operator knowledge send,
/operator kb, /operator kb detail, /operator kb proposed,
/operator kb proposed detail, /operator kb seed, /operator kb compile,
/operator kb reindex, /operator kb promote, /operator kb reject,
/operator kb retire, /operator project spawn, /codex update, /pr, /pr refresh,
/pr review, /pr validate, /pr url, /pr merge, /issue, /issue refresh, /issue mitigate,
/issue url, /issue clear, configured /joplin, /joplin new,
/joplin rename, /joplin delete, /joplin copy,
/joplin copy report, /agents prune, /agents prune apply,
/agents prune stale, /agents prune forks, /agents prune undo,
/show hidden agents, /unhide agent, /theme minimal, and
/layout compact.
/cancel marks a stale or abandoned session canceled in PBX; it does not send
an Escape key. Use /esc when you need a real Escape key event. In tmux direct
mode, /esc sends tmux send-keys Escape to the selected Codex pane. Outside
tmux direct mode, it queues a send_key command with key="escape" for
nohup-mode agents that poll PBX. Use /ctrlc in tmux direct mode to send
tmux send-keys C-c to the selected Codex pane, for example to back out of a
/side chat. Use /restart or /codex restart in tmux direct mode to send
Codex /q, wait briefly for the pane to exit, then relaunch Codex with the
known session when Agent PBX can recover the session metadata. Use /codex update to ask the Agent PBX daemon to run the allowlisted npm update for
@openai/codex, then use /restart or /codex restart to move long-lived
caller, root-operator, and fork panes onto the updated executable. TUI-owned
operators and forks can be relaunched automatically; caller panes require a known
Codex session id and restart through the current configured shell codex command
when no pinned command is stored.
In the Latest input, type / and press Tab to complete slash commands inline,
or type @ and press Tab to complete project paths. Type @joplin: and
press Tab to complete project-scoped Joplin note titles from cache, with lazy
loading on first use. In operator prompts, @joplin: completion uses the
nearest preceding @caller: scope when one exists. Type @pr: or @issue:
and press Tab to complete cached or lazily loaded source-repository pull
request and issue numbers; operator completion uses the nearest preceding
@caller: or the operator's implied source caller. Type @caller: while an
operator is selected to complete caller agent references. Repeated Tab cycles
matches; exact local commands such as /esc or /theme minimal execute
locally on Enter instead of being sent to the agent.
Use /plan to toggle Codex plan mode for the selected agent. In tmux direct
mode, Agent PBX types /plan with tmux key events so Codex handles it as an
interactive slash command; outside tmux mode, it queues the same send_input
command for agents that poll PBX.
When a plan response presents choices, reply from the Latest input or palette
with /plan:1 optional notes or /plan sel:1 optional notes. Agent PBX turns
that into the normal Selected plan option: follow-up and preserves structured
choice metadata when the latest report or selected thread item includes
plan_options. Palette entries such as /plan latest 2: ... and
/plan thread 1: ... prefill the reply syntax for quick editing.
When tmux direct mode is enabled for the selected agent, the palette also
exposes git helpers:
/gitstatus sends !git status, /gitdiff opens an optional target prompt
and sends !git diff, /gitpush sends !git push origin HEAD by default or
!git push origin <branch> when given a branch/ref, and /gitstageandcommit
asks Codex to stage and commit the current changes. From the Latest input, use
/gitpush for the current branch or /gitpush dev for an explicit branch/ref.
Custom palette slash commands can be defined in
${XDG_CONFIG_HOME:-~/.config}/agent-pbx/slash-commands.json, or another file
set with AGENT_PBX_TUI_COMMANDS_FILE=/path/to/slash-commands.json. They are
local TUI shortcuts for tmux direct mode: Agent PBX sends the configured prompt
into the selected agent's Codex pane, but does not create MCP tools or PBX
queued commands. Reload them without restarting the TUI with /commands reload.
{
"commands": [
{
"name": "/review",
"description": "Ask Codex to review current changes",
"prompt": "review the current changes"
},
{
"name": "/testfile",
"description": "Run focused tests for a target",
"prompt": "run focused tests for {arg}",
"arg_label": "Target",
"arg_placeholder": "tests/test_tui.py",
"arg_required": true
},
{
"name": "/shell",
"description": "Run a Codex passthrough command",
"prompt": "!{arg}",
"arg_label": "Command",
"arg_required": true
}
]
}
Each command needs a slash-prefixed name and a non-empty prompt. Built-in
palette names win over custom names, and duplicate custom names are skipped.
{arg} is the only supported placeholder; commands that use it open a small
input prompt before sending.
Custom Theme Creation Guide
Agent PBX ships with cyberpunk, minimal, and the bundled custom 1337
theme. To create your own theme, rename the custom theme, select it, then
override the color slots with environment variables. Keep personal palettes in
your gitignored local.env or shell profile.
AGENT_PBX_TUI_CUSTOM_THEME_NAME=aurora \
AGENT_PBX_TUI_THEME=aurora \
AGENT_PBX_TUI_CUSTOM_PRIMARY="#7dd3fc" \
AGENT_PBX_TUI_CUSTOM_SECONDARY="#c084fc" \
AGENT_PBX_TUI_CUSTOM_WARNING="#facc15" \
AGENT_PBX_TUI_CUSTOM_ERROR="#fb7185" \
AGENT_PBX_TUI_CUSTOM_SUCCESS="#4ade80" \
AGENT_PBX_TUI_CUSTOM_ACCENT="#f0abfc" \
AGENT_PBX_TUI_CUSTOM_FOREGROUND="#e5eefc" \
AGENT_PBX_TUI_CUSTOM_BACKGROUND="#050814" \
AGENT_PBX_TUI_CUSTOM_SURFACE="#0f172a" \
AGENT_PBX_TUI_CUSTOM_PANEL="#111827" \
AGENT_PBX_TUI_CUSTOM_BOOST="#1e293b" \
agent-pbx tui --token dev-token
Use FOREGROUND and BACKGROUND for normal text and the terminal base.
SURFACE and PANEL shape input boxes, modals, and panes. PRIMARY,
SECONDARY, and ACCENT drive active UI elements and borders. SUCCESS,
WARNING, and ERROR preserve operational meaning, so keep them distinct.
BOOST is a stronger contrast color used for highlights. After launching, use
Settings -> Theme or /theme <name> from the palette to switch back to your
custom theme if another theme is selected.
Managed Workspace Launch
The v2 project picker discovers Git repositories beneath daemon-approved roots.
Configure one or more roots in the daemon environment; use : between roots on
Linux and macOS:
AGENT_PBX_PROJECT_ROOTS="$HOME/git:$HOME/worktrees"
The daemon reads this value at startup, so restart the Agent PBX daemon after
changing it. Press F10 or run /workspace launch to choose a repository and
launch either a caller Agent or a caller Agent plus its root Operator and
default edit fork. /agent launch remains an alias for the same picker, while
/operator start and Shift+O start an Operator for the selected registered
caller. Plain F10 remains PBX-owned under embedded-terminal focus;
Shift+F10 sends F10 to Codex.
Agent PBX v2 enables the native local tmux path by default when the TUI uses a
loopback daemon and tmux is available. Latest embeds a PTY-backed normal
tmux client attached to the selected PBX-managed runtime. Codex keeps its native
selectors, warning view, approvals, paste, mouse, resize, cursor state, and tmux
scrollback. The captured pane renderer and separate input remain available as a
compatibility fallback in Agent PBX 2.1.0. Legacy-path removal still requires
measured parity, a supported migration path, and published notice.
The committed runtime-server default is dedicated, which works whether or not
the TUI itself runs in tmux. Set
AGENT_PBX_TUI_TMUX_RUNTIME_SERVER_MODE=outer_if_present in a private
workstation config to reuse a validated outer tmux server and enable targeted
switch-client pop in/out over local or SSH clients. Same-server mode rejects
recursive attachment to the PBX TUI session, namespaces managed sessions, and
targets only the initiating client.
AGENT_PBX_TUI_TMUX=1 and AGENT_PBX_TUI_EMBEDDED_TERMINAL_V2=1 explicitly
enable the native local path. Press Ctrl+T from Latest to toggle it
for the selected entity. Tmux controls are disabled when tmux is unavailable or
the API URL is remote. Use agent-pbx remote ssh-attach for full-fidelity remote
terminal access; the WSS client is the observer/control path.
Plain configured function keys remain global PBX navigation even under terminal
focus: F1 Agents, F2 Events, F3 view, F4 input, F6/F7 fork navigation,
F8 next alert, F9 editor, and F10 workspace launch. Repeated F8 presses
focus and acknowledge one displayed Agent/Operator alert at a time.
Shift+F1–F12 is translated to unmodified child F1–F12. Thus F2
always focuses Events while Shift+F2 opens Codex warnings. The input layer also
recognizes xterm F13–F24 aliases, and the key probe documents terminal-specific
SSH or Termux sequences.
Managed sessions pin Enter to submit and Ctrl+J to editor newline. The
embedded terminal normalizes Shift+Enter, Alt+Enter, and Ctrl+Enter to that
portable newline when the client reports those combinations distinctly. Use
/pbx keymap for the combined ownership map and /codex keymap for Codex's
native keymap viewer.
The runtime tmux server owns scrollback; managed Codex profiles use
alternate_screen = "never". The embedded client is disposable, and closing or
restarting the TUI does not stop Codex. Only one client receives the writer
lease; observers cannot inject input or control authoritative geometry.
With tmux-owned scrolling enabled, Page Up enters and scrolls copy mode; arrows
and Page Up/Page Down then navigate history. /tmux scrollback remains the
explicit Android/Termux and SSH fallback.
The retained capture fallback uses AGENT_PBX_TUI_TMUX_CAPTURE_LINES and
AGENT_PBX_TUI_TMUX_REFRESH_SECONDS. Set
AGENT_PBX_TUI_COMPAT_TERMINAL_CAPTURE=0 only after native-terminal parity is
confirmed on that host. AGENT_PBX_COMPAT_POLLING and
AGENT_PBX_TUI_COMPAT_THREAD independently gate the other retained v2.0 paths.
Doctor and /healthz report this compatibility posture.
On tiny terminals the existing compact controls remain available. Android
Termux can emit F8 with Volume Up+8; terminals that cannot distinguish shifted
function keys can use the configured PBX leader fallback. Touch focus debugging
remains available with AGENT_PBX_TUI_MOUSE_DEBUG=1.
For local tmux-direct testing, use report mode unless you specifically need PBX
queued follow-ups: tell the agent use Agent PBX, not use Agent PBX nohup.
The TUI will still show reports, plan alerts, and thread history, while
interaction goes directly through tmux and does not require poll or ping cycles.
TUI checkbox, layout, and theme selections persist between sessions in
${XDG_CONFIG_HOME:-~/.config}/agent-pbx/tui-settings.json. Set
AGENT_PBX_TUI_SETTINGS_FILE=/path/to/tui-settings.json to use a different
settings file. Explicit environment variables still override saved settings for
that launch.
The default TUI theme uses a cyberpunk palette with neon cyan, magenta, yellow,
and green over a dark terminal base. Use the Theme selector in Settings or
set AGENT_PBX_TUI_THEME to choose another built-in theme. minimal uses a
plain black/white terminal base while preserving semantic highlight colors for
alerts, status, and activity. 1337 keeps the black and bright-green terminal
look. See the custom theme guide above for user-defined palettes.
TUI History Thread
Select an agent and open the Thread tab to review that agent's historical
reports, follow-up inputs, detail requests, and command results. The thread is
compact by default; selecting a row shows the full report detail or command
payload/result in the thread detail pane.
Use Hide Agent or press d from the Agents list to remove a stale agent from
the view while keeping its thread history. Use Purge Agent or press D to
hide the agent and delete its reports, queued commands, command history, and
poll stats. Hidden agents reappear when they register again, or when you enable
Show Hidden and use Unhide.
/agents prune is the safer bulk path for crowded Agent panes. It previews the
candidate list in the detail pane before making changes. /agents prune apply
hides the currently previewed class of agents in one batch and records a prune
batch; /agents prune undo unhides agents from the latest unapplied batch.
Single-row hide also preserves cursor position by moving to the nearest
remaining row after refresh.
When a report includes plan_options, the Latest and Thread tabs show a
plan-choice panel. Agents must set needs_input=true and
plan_options=[...]; writing choices only in report text creates history, but
the operator still replies with /plan:N syntax. In nohup mode, the reply is
queued as a normal send_input follow-up. In report mode with tmux direct
enabled, the same reply is sent directly into the local Codex pane without
requiring the agent to poll. Plan options may be strings or objects with id,
label, and optional description. Object options let the TUI include stable
choice metadata in the queued send_input payload while preserving the
human-readable Selected plan option: message.
Use Space on a Thread row to mark it, then export Item, Marked, or All
to Markdown under artifacts/thread-exports/. Set
AGENT_PBX_TUI_EXPORT_DIR=/path/to/exports to change the destination.
In the follow-up composer, Enter sends the input. The message field defaults
to 8 rows. Use Shift+Enter to add new lines for longer Markdown or code
snippets when your terminal reports that key distinctly. Use Ctrl+J or
Alt+Enter as terminal-safe newline fallbacks. Long lines soft-wrap, and the
input expands up to 15 rows with vertical scrolling when needed. The composer
hotkey strip lists editing controls such as Ctrl+W for delete previous word.
The thread is also available through the API:
curl -H "Authorization: Bearer $AGENT_PBX_TOKEN" \
"http://127.0.0.1:${AGENT_PBX_PORT:-8765}/v1/agents/<agent-id>/thread"
Hide an agent from /v1/agents while retaining its thread:
curl -X DELETE -H "Authorization: Bearer $AGENT_PBX_TOKEN" \
"http://127.0.0.1:${AGENT_PBX_PORT:-8765}/v1/agents/<agent-id>"
Add ?delete_thread=true to purge that agent's thread data while hiding it.
Agent PBX Session Semantics
When an agent is asked to use Agent PBX for a session, it should keep using PBX
until the operator explicitly asks it to stop or starts a new session. Default
use Agent PBX is report mode: the agent reports meaningful turn status with
pbx_report_turn and must not poll. use Agent PBX nohup is explicit queue
pickup mode: the agent reports, registers pbx_nohup_explicit=true, polls
queued commands with pbx_poll_commands, and acks handled commands with
pbx_ack_command(agent_id=...). A command can be acknowledged only after it has
been delivered to, and is owned by, that agent.
Request Detail queues a request_detail command. A new detailed report appears
only after the target agent polls that command and responds with a new
pbx_report_turn, so it is intended for nohup-mode agents. For local
tmux-direct workflows, send the request directly to the Codex pane instead.
Agent status is last-reported state plus a derived effective state. If an agent
last reported working or running and has not checked in for ten minutes, the
API/TUI shows stale-working or stale-running while preserving the raw last
reported status. Use Mark Canceled in the Latest controls when an agent was
cancelled from its CLI session and can no longer report cleanup itself; this
writes a status="canceled" report to the thread and clears the working state.
Use /esc instead when the goal is to dismiss or back out of an active Codex
prompt, modal, or plan UI. Use /ctrlc in tmux direct mode when the Codex UI
expects Ctrl+C, such as returning from a /side chat.
Metadata
Release files for agent-pbx 2.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| agent_pbx-2.1.0.tar.gz | 746.0 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| agent_pbx-2.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 1.3 MB
Release files / agent_pbx-2.1.0.tar.gz
| Download URL | agent_pbx-2.1.0.tar.gz |
|---|---|
| Size | 746.0 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.10.12
|
Release files / agent_pbx-2.1.0-py3-none-any.whl
| Download URL | agent_pbx-2.1.0-py3-none-any.whl |
|---|---|
| Size | 549.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
9b1b729841c0a6c9bdbf3a213e60ff6741f32ce4fe1d57a53cf30f5013cc2fca
|
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.10.12
|