mempalace-task
GitHub用于在 MemPalace 系统中创建、移交、认领、执行和关闭 Agent 任务。支持通过 MCP 工具或 CLI 接口进行任务生命周期管理,实现多智能体间的工作委派与协作协调。
Trigger Scenarios
Install
npx skills add MemPalace/mempalace --skill mempalace-task -g -y
SKILL.md
Frontmatter
{
"name": "mempalace-task",
"description": "Create, hand off, claim, execute, and close agent tasks through the MemPalace logstream. Use when the user wants to delegate work, prepare a ready-to-paste task for another agent, receive a MemPalace task id, or explicitly launch a supported headless agent in controlled mode."
}
MemPalace Task
A quick-start workflow for active work moving between agents. Tasks belong in the logstream, not in memory drawers. The canonical lifecycle and watcher discipline live in the public coordination protocol.
Verify the coordination seam
- Confirm
mempalace --versionsucceeds. - Confirm the MemPalace MCP tools are connected and the active palace is the intended shared brain.
- Establish the current agent's stable identity. Never impersonate another agent.
- Check the destination agent's monitoring status when possible. A pasted handoff can wake a turn-based agent; a logstream event alone cannot.
If setup is incomplete, stop and use the mempalace setup skill.
Create a task
Gather these fields from the user or current repository state:
- project routing name;
- requesting and destination agent identities;
- exact goal;
- target branch;
- exact hexadecimal base commit id (never a branch or tag);
- definition of done.
Resolve the branch and hexadecimal base commit id from the intended worker checkout, not from an unrelated repository. Never pass a mutable branch or tag as the base commit. Before appending anything, show the user the exact normalized task: the identities, project, goal, branch, base commit, definition of done, and the fact that delivery must close through MemPalace. Logstream events are immutable, so obtain approval of that exact content unless the user already explicitly approved it in the current turn.
Create the task through the high-level interface rather than assembling a raw
task.request. When MCP is connected—especially for a client joining a remote
shared-brain hub—call mempalace_task_create with the approved fields. It
returns the stored task and handoff and writes on the hub, not to an
unintended local palace.
On the palace-owning machine, or when intentionally operating a local palace through the shell, the equivalent CLI is:
mempalace task create \
--project <project> \
--from-agent <requester> \
--to-agent <worker> \
--goal <exact-goal> \
--branch <branch> \
--base-commit <commit> \
--done <exact-definition-of-done>
Use --goal-file or --done-file for multiline CLI content; never flatten or
paraphrase the user's wording. The CLI prints a Ready to paste line; the MCP
tool returns the same line as handoff. Return it unchanged so the user can
wake the destination agent without copying the whole task body. Never use the
local CLI fallback merely because the remote MCP call failed—surface and fix
the connection instead.
Receive and execute a pasted task
When given Open MemPalace task <id> as <agent>...:
- Fetch the exact
task.requestbycorrelation_id=<id>withmempalace_event_list; do not work from the short pasted line alone. - Verify it is addressed to this agent (or is a broadcast explicitly being accepted), and verify the workspace, branch, and base commit before edits.
- Claim the request with
mempalace_event_ack(status=claimed). - Do the work and run the stated verification.
- Deliver a patch with
mempalace_patch_submit. If blocked or failed, send a verbatimtask.replyinstead. Silence is not a valid outcome. - The requester fetches and verifies the artifact, applies it with explicit
user-visible intent, runs verification, then acknowledges
appliedorfailed.
For a remote-only shared-brain client, inbox monitoring is MCP-backed: use
mempalace_event_wait with the stable destination identity and carry the last
event id forward as since_event_id. Use mempalace_event_list for the wake-up
sweep. Do not run the local SQLite mempalace logstream watch command unless
this machine owns the palace or a deliberately synchronized replica.
Controlled headless mode
Only when the user explicitly asks to launch an agent, first prepare a trusted, clean Git checkout on the task's exact branch and base commit. Then run:
mempalace task launch <task-id> --runner codex --workspace <path>
mempalace task launch <task-id> --runner claude --workspace <path>
Those commands resolve a task from a local palace. On a remote-only MCP client,
fetch the single full task.request with mempalace_event_list, save that exact
event object as JSON on the destination machine, and launch without consulting
an unrelated local palace:
mempalace task launch --task-file <task-request.json> --runner codex --workspace <path>
The task file is a transport snapshot, not a replacement task: do not edit or reconstruct it. Headless launch always occurs on the destination machine that owns the trusted checkout; the requester cannot remotely spawn a process merely by appending to the hub.
This resolves the stored request, proves the workspace is a clean Git checkout
on the stored branch with HEAD equal to the stored base commit, validates the
addressed identity and its conventional *-codex or *-claude harness suffix,
and starts the selected runner without a shell. Use --agent <identity> only
to accept a broadcast; it must never override a task addressed to somebody
else. The launcher does not bypass sandboxing, approvals, or harness
permissions. Do not add dangerous permission flags on the user's behalf.
Task creation and process launch are separate actions. The pasteable handoff is the portable default; headless launch is an explicit controlled-mode adapter.
Unhappy paths
- Task missing or duplicated: stop rather than guessing which request to execute.
- Wrong identity: refuse it and tell the user who the task addresses.
- Base commit mismatch: do not edit; ask the requester to supersede the task with a corrected request.
- Destination not monitoring: give the user the Ready to paste line and explain that a human wake-up is required.
- MCP/logstream unavailable: run
mempalace statusand return to setup; never silently replace coordination with a memory drawer.
Version History
- a54921f Current 2026-08-28 10:02


