agtx One-Shot Project Runner
fynnfluegge/agtx
Runs a whole project unattended on an agtx kanban board, decomposing the goal, starting tasks, unblocking workers and merging each result.
Creates, hands off, claims, executes and closes agent tasks through the MemPalace logstream, with approval of the exact task before it is recorded.
$ npx skills add MemPalace/mempalace --skill mempalace-task -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MemPalace/mempalace mempalace-task --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/MemPalace/mempalace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/mempalace-task .claude/skills/mempalace-task && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "mempalace-task" agent skill from https://github.com/MemPalace/mempalace/tree/develop/skills/mempalace-task into .claude/skills/mempalace-task/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mempalace-task", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/MemPalace/mempalace/tree/develop/skills/mempalace-taskType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add MemPalace/mempalace --skill mempalace-task -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MemPalace/mempalace mempalace-task --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MemPalace/mempalace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/mempalace-task .agents/skills/mempalace-task && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mempalace-task" agent skill from https://github.com/MemPalace/mempalace/tree/develop/skills/mempalace-task into .agents/skills/mempalace-task/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mempalace-task", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MemPalace/mempalace --skill mempalace-task -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MemPalace/mempalace mempalace-task --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MemPalace/mempalace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/mempalace-task .cursor/skills/mempalace-task && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "mempalace-task" agent skill from https://github.com/MemPalace/mempalace/tree/develop/skills/mempalace-task into .cursor/skills/mempalace-task/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mempalace-task", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/MemPalace/mempalace.git --path skills/mempalace-task--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add MemPalace/mempalace --skill mempalace-task -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MemPalace/mempalace mempalace-task --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MemPalace/mempalace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/mempalace-task .gemini/skills/mempalace-task && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "mempalace-task" agent skill from https://github.com/MemPalace/mempalace/tree/develop/skills/mempalace-task into .gemini/skills/mempalace-task/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mempalace-task", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install MemPalace/mempalace mempalace-taskInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add MemPalace/mempalace --skill mempalace-task -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/MemPalace/mempalace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/mempalace-task .github/skills/mempalace-task && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "mempalace-task" agent skill from https://github.com/MemPalace/mempalace/tree/develop/skills/mempalace-task into .github/skills/mempalace-task/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mempalace-task", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MemPalace/mempalace --skill mempalace-task -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install MemPalace/mempalace mempalace-task --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MemPalace/mempalace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/mempalace-task .opencode/skills/mempalace-task && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "mempalace-task" agent skill from https://github.com/MemPalace/mempalace/tree/develop/skills/mempalace-task into .opencode/skills/mempalace-task/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mempalace-task", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
mempalace-taskCreates, hands off, claims, executes and closes agent tasks through the MemPalace logstream, with approval of the exact task before it is recorded.
Tasks belong in the logstream, not in memory drawers, and the canonical lifecycle is in the public coordination protocol. Before anything else the agent checks that `mempalace --version` works and that `mempalace task --help` and `mempalace_task_create` exist, otherwise it explains the runtime is incompatible, hands off to the `mempalace` setup skill and proposes an upgrade that needs your explicit authorization. It also confirms the MCP tools are connected to the intended shared palace and uses a stable `host:harness:project` identity without impersonating another agent.
A task needs a project routing name, requesting and destination identities, an exact goal, a target branch, an exact hexadecimal base commit id, never a branch or tag, and a definition of done, all resolved from the worker's own checkout. Because logstream events are immutable, the agent shows the exact normalized task and gets approval before appending it, then creates it through `mempalace_task_create` rather than a raw `task.request`. A pasted handoff can wake a turn-based agent, but a logstream event alone cannot.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit d439d1e. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
MemPalace Task Handoff loads about 1.9k tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 948 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from MemPalace/mempalace at commit d439d1e, republished under its MIT licence (© MemPalace). 948 words, ~1,857 tokens.
.claude/skills/mempalace-task/SKILL.md (or your agent's skills folder).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.
mempalace --version succeeds.
Also confirm mempalace task --help and mempalace_task_create exist; if
either is missing, do not assume the older runtime has update-awareness
commands. Explain that it is incompatible, hand off to the mempalace setup
skill, and propose the package-manager-appropriate upgrade (uv tool upgrade mempalace, pipx upgrade mempalace, or the interpreter backing the active
MemPalace command followed by -m pip install --upgrade mempalace) plus
npx skills update mempalace mempalace-recall mempalace-task. Require explicit authorization before running anything.host:harness:project identity.
Never impersonate another agent. Never mint a second harness suffix to
split windows.If setup is incomplete, stop and use the mempalace setup skill.
Gather these fields from the user or current repository state:
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.
When given Open MemPalace task <id> as <agent>...:
task.request by correlation_id=<id> with
mempalace_event_list; do not work from the short pasted line alone.mempalace_event_ack(status=claimed). Claiming
is a watch trigger: arm mempalace logstream watch --agent <you> --type task.request --type task.reply --type patch.ready --json (the
CLI defaults a sanitized --state-file) unless this is a remote-only
MCP client (see below). Check for an existing status=claimed from
your own identity first; lowest-HLC wins on a simultaneous claim.mempalace_patch_submit. If blocked or failed, send a
verbatim task.reply instead. Silence is not a valid outcome.applied or
failed.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.
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.
mempalace status and return to setup;
never silently replace coordination with a memory drawer.© MemPalace, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/mempalace-task of MemPalace/mempalace.
Open the folder on GitHubat commit d439d1e
MemPalace Task Handoff next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| MemPalace Task Handoff this skillMemPalace/mempalace | 59k | — | ~1.9k | Automated safety check: Pass | MIT | |
| agtx One-Shot Project Runnerfynnfluegge/agtx | 1.7k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | |
| Agent Manager Fleet TUIYoanWai/agent-manager | 576 | — | ~1k | Automated safety check: Pass | Apache-2.0 | |
| Agtx Task Sweepfynnfluegge/agtx | 1.7k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| OMA Multi-Agent Orchestratorfirst-fluke/oh-my-agent | 1.3k | — | ~3.1k | Automated safety check: Pass | MIT | |
| TMA1 Peer Sessionstma1-ai/tma1 | 119 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 |
fynnfluegge/agtx
Runs a whole project unattended on an agtx kanban board, decomposing the goal, starting tasks, unblocking workers and merging each result.
YoanWai/agent-manager
Runs several coding-agent CLIs as real tmux sessions in one terminal UI, color-coded by whether each is working, waiting, idle or blocked.
fynnfluegge/agtx
Breaks a conversation's results into feature-level tasks and pushes them to the agtx kanban board, where each task gets its own worktree and agent session.
first-fluke/oh-my-agent
Splits a complex feature into prioritized tasks, spawns specialist CLI subagents in parallel, tracks them through shared memory and verifies each result.
tma1-ai/tma1
Lists recent sessions of peer coding agents such as Codex, OpenClaw or Copilot CLI, or your own past sessions, so you can act on their work without copying between terminals.
stablyai/orca
Operate Orca-managed worktrees, folder contexts, terminals, repos, automations, artifacts, skill sharing, worktree comments, and Orca's embedded browser…
MemPalace/mempalace
Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI.
MemPalace/mempalace
Installs and configures MemPalace as a private local palace, a shared-brain hub or a client of an existing hub, including MCP registration and version-correct initialization.
MemPalace/mempalace
Makes the agent search the user's MemPalace memory before answering about past work, people, projects or earlier decisions.
MemPalace/mempalace
Gives an agent a local memory palace over MCP: verbatim conversation memory, semantic search and a temporal knowledge graph, with a per-session recall protocol.
Works with
Categories
Creates, hands off, claims, executes and closes agent tasks through the MemPalace logstream, with approval of the exact task before it is recorded. Tasks belong in the logstream, not in memory drawers, and the canonical lifecycle is in the public coordination protocol. Before anything else the agent checks that `mempalace --version` works and that `mempalace task --help` and `mempalace_task_create` exist, otherwise it explains the runtime is incompatible, hands off to the `mempalace` setup skill and proposes an upgrade that needs your explicit authorization.
MemPalace Task Handoff fits situations like: delegating a piece of work to another agent through MemPalace; preparing a ready-to-paste task handoff for another agent; claiming and closing a MemPalace task id; launching a supported headless agent on a task in controlled mode.
Run `npx skills add MemPalace/mempalace --skill mempalace-task -a claude-code`. Or copy the skill folder (skills/mempalace-task in MemPalace/mempalace) into .claude/skills/mempalace-task in your project. Claude Code loads it when a task matches its description.
Run `npx skills add MemPalace/mempalace --skill mempalace-task -a codex`. Or copy the skill folder (skills/mempalace-task in MemPalace/mempalace) into .agents/skills/mempalace-task in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add MemPalace/mempalace --skill mempalace-task -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mempalace-task, .gemini/skills/mempalace-task, .github/skills/mempalace-task and .opencode/skills/mempalace-task in your project.
SKILL.md names no scripts, command-line tools or credentials: MemPalace Task Handoff is instructions for the agent only. Our summary lists: The `mempalace` CLI with task support and its MCP tools connected; A shared MemPalace palace.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
MemPalace Task Handoff is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.9k tokens (SKILL.md is roughly 7.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with MemPalace Task Handoff: agtx One-Shot Project Runner (fynnfluegge/agtx, 1.7k stars), Agent Manager Fleet TUI (YoanWai/agent-manager, 576 stars), Agtx Task Sweep (fynnfluegge/agtx, 1.7k stars) and OMA Multi-Agent Orchestrator (first-fluke/oh-my-agent, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
MemPalace (a GitHub organization) maintains it in MemPalace/mempalace, which has 59,455 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 7, 2026.
Source: MemPalace/mempalace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.