MemPalace Task Handoff
MemPalace/mempalace
Creates, hands off, claims, executes and closes agent tasks through the MemPalace logstream, with approval of the exact task before it is recorded.
A skill your agent uses when an analiz task arrives in done (approved) - turn the approved split into implementation tasks with repository, AC, derivedfrom and ordering arguments
$ npx skills add makifbaysal/tasktrooper --skill task-decomposition -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install makifbaysal/tasktrooper task-decomposition --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/makifbaysal/tasktrooper.git skills-src && mkdir -p .claude/skills && cp -r skills-src/catalog/agents/system-architect/skills/task-decomposition .claude/skills/task-decomposition && 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 "task-decomposition" agent skill from https://github.com/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/task-decomposition into .claude/skills/task-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-decomposition", 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/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/task-decompositionType 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 makifbaysal/tasktrooper --skill task-decomposition -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install makifbaysal/tasktrooper task-decomposition --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/makifbaysal/tasktrooper.git skills-src && mkdir -p .agents/skills && cp -r skills-src/catalog/agents/system-architect/skills/task-decomposition .agents/skills/task-decomposition && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "task-decomposition" agent skill from https://github.com/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/task-decomposition into .agents/skills/task-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-decomposition", 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 makifbaysal/tasktrooper --skill task-decomposition -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install makifbaysal/tasktrooper task-decomposition --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/makifbaysal/tasktrooper.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/catalog/agents/system-architect/skills/task-decomposition .cursor/skills/task-decomposition && 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 "task-decomposition" agent skill from https://github.com/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/task-decomposition into .cursor/skills/task-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-decomposition", 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/makifbaysal/tasktrooper.git --path catalog/agents/system-architect/skills/task-decomposition--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 makifbaysal/tasktrooper --skill task-decomposition -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install makifbaysal/tasktrooper task-decomposition --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/makifbaysal/tasktrooper.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/catalog/agents/system-architect/skills/task-decomposition .gemini/skills/task-decomposition && 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 "task-decomposition" agent skill from https://github.com/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/task-decomposition into .gemini/skills/task-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-decomposition", 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 makifbaysal/tasktrooper task-decompositionInstalls 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 makifbaysal/tasktrooper --skill task-decomposition -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/makifbaysal/tasktrooper.git skills-src && mkdir -p .github/skills && cp -r skills-src/catalog/agents/system-architect/skills/task-decomposition .github/skills/task-decomposition && 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 "task-decomposition" agent skill from https://github.com/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/task-decomposition into .github/skills/task-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-decomposition", 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 makifbaysal/tasktrooper --skill task-decomposition -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install makifbaysal/tasktrooper task-decomposition --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/makifbaysal/tasktrooper.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/catalog/agents/system-architect/skills/task-decomposition .opencode/skills/task-decomposition && 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 "task-decomposition" agent skill from https://github.com/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/task-decomposition into .opencode/skills/task-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-decomposition", 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.
task-decompositionA skill your agent uses when an analiz task arrives in done (approved) - turn the approved split into implementation tasks with repository, AC, derivedfrom and ordering arguments
Task Decomposition is an agent skill from makifbaysal/tasktrooper. Use when an analiz task arrives in done (approved) - turn the approved split into implementation tasks with repository, AC, derivedfrom and ordering arguments
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Task breakdown. The repository describes itself as: Local-first agent platform: board + role agents + agent CLI runs (Claude Code, Cursor, Antigravity, OpenCode) or local and API models (Ollama, LM Studio), all on your own Mac. The licence is Apache-2.0.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 09f6258. 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.
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.
Task Decomposition loads about 2.6k tokens when it runs. Until then it costs about 45 tokens; SKILL.md has 1,517 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 makifbaysal/tasktrooper at commit 09f6258, republished under its Apache-2.0 licence (© makifbaysal). 1,517 words, ~2,573 tokens.
.claude/skills/task-decomposition/SKILL.md (or your agent's skills folder).After the plan is written and self-reviewed, turn it into implementation board tasks with create_board_task. Decomposition quality decides whether developers can work in parallel without stepping on each other.
<task title> — consumes POST /api/v1/..." line in the description as well — but never only the line, because prose enforces nothing.blocked_by it — nobody builds UI on a foundation that doesn't exist yet.INVENTORY.md or OpenAPI file, are chained with blocked_by rather than left to collide at review time.Each of these is a separate create_board_task field. Never paste one field's content into another — the board renders them in their own sections, and a duplicated copy goes stale the moment the real field is edited.
title: action-object format ("Add task export endpoint", not "Export work").repository: required — name from list_repositories. Left out, the task falls back to the active repository context or the default repository, not necessarily this analiz task's or the one in your split table — a multi-repo split with this omitted on any task is how a web task lands in the backend workspace.project: the initiative this task belongs to, from list_projects, when the analysis names one.component: repository-relative path (e.g. "services/api", "." for the root) when repository is a monorepo — scopes the task's required checks and brief. Check list_repositories for valid paths.priority: inherit the analiz task's priority unless the split table says otherwise.description (product only): user story ("As [persona], I want [capability], so that [outcome]") + context + which plan tasks it covers + the dependency line ("Depends on: …"). For a frontend UI task, also name the page/section and any responsive behaviour that is not obvious (e.g. "comparison table becomes stacked cards on phone").technical_description (technical only): the title of the analiz task's report (analiz: …) and the plan steps this slice implements (#step-2, #step-3), the endpoints/files/schema this slice touches, and the interfaces — the exact names/types it consumes from and produces for its neighbors, copied from the plan's Interfaces blocks. For a frontend UI task, also the components to reuse vs. create, by atomic level (atom/molecule/organism/template), with their names.acceptance_criteria: an array of strings, one observable Given/When/Then per item including error cases — copied or derived from the plan, never aspirational wording. Passing them as an array is what gives the task a real checklist; writing them as prose in description leaves it empty and the task can never be verified complete. Product only: a criterion is checked against the running system, never against the board — "moved to code_review", "PR opened", "QA notified", "the follow-up task is created" are workflow, and create_board_task drops them with the reason in its result.assignee: the matching developer role — backend-developer / frontend-developer / mobile-developer.derived_from: ["A-N"] — the analiz task this slice came out of. REQUIRED on every task you create from an approved analysis. Your analysis report (spec and plan) is a document on that task and nowhere else; this reference is what feeds it into the developer's run and what makes list_task_documents A-N the answer when they need to re-read the plan. Naming the report's title in technical_description is not a substitute — a title is not a route.Three orderings, three arguments, all pointing the same way — this task comes after the ones you list:
| Argument | Means | What enforces it |
|---|---|---|
blocked_by: ["T-1"] | nobody starts this task until T-1 is done or released | the dispatcher parks the card in blocked with the reason on it, and picks it up automatically the moment T-1 lands |
deploy_depends_on: ["T-1"] | this task may not be RELEASED until T-1 is live in production | the release gate refuses the deploy and comments why; the ordering is also written into this task's before_deploy runbook for you |
a "Depends on: …" line in description | a human reading the card understands the shape | nothing |
deploy_depends_on alone.before_deploy / after_deploy / rollback_plan on the task that owns it. Those fields are posted on the card automatically when the release is dispatched and when it lands. A pre-deploy step written as a comment is one nobody sees at deploy time.Task creation happens ONLY after the human approves the analysis (see analiz-human-review-gate). The analiz task is in the done column when you run this — that column IS the approval signal.
list_open_questions if the context block doesn't already show them; open-questions-protocol). Apply every answer, and an unanswered non-blocking question's recommended_answer, to the tasks you create. If an answer contradicts the approved split or plan in a way this decomposition cannot absorb, create nothing — add_task_comment naming the conflict and stop.assignee set to the matching developer role (REQUIRED — an unassigned task is never dispatched and sits idle) and derived_from set to this analiz task. Call list_team to confirm the valid role names. Developers pick up their assigned tasks autonomously — no further human gate on implementation tasks.blocked_by / deploy_depends_on. If you only realise an order after the fact, update_board_task with blocked_by adds it.todo at once is correct even when they are ordered: a task whose blocker is open is parked automatically and released the moment the blocker lands. Holding tasks back in backlog to fake an order is what the arguments replace.done; the human does that as their approval action.)analiz_review → you skipped the human gate.acceptance_criteria array → you wrote the criteria as prose; fix it with update_board_task.dropped_criteria → you wrote board steps as criteria; replace them with statements about the product, not with the same sentence reworded.derived_from → its developer has no route to your analysis report. update_board_task has no derived_from field — it is create-only and silently ignores one if you pass it. You also hold no delete_board_task, so you cannot delete and recreate it either: add_task_comment on that task immediately with "Spec and plan: list_task_documents <this analiz task's key>" so the developer has a route, and take care to set derived_from on every remaining create_board_task call this run.repository differs from its row in the split table → it lands in the wrong developer's workspace; same immediate-comment workaround as above (repository is also create-only).blocked_by / deploy_depends_on.done yourself → done is the human's approval move and analiz_review is the system's; you move it only to released.© makifbaysal, Apache-2.0. 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 catalog/agents/system-architect/skills/task-decomposition of makifbaysal/tasktrooper.
Open the folder on GitHubat commit 09f6258
Task Decomposition 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 |
|---|---|---|---|---|---|---|
| Task Decomposition this skillmakifbaysal/tasktrooper | 109 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| MemPalace Task HandoffMemPalace/mempalace | 59k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Planning And Task Breakdownabashev/vfs-s3 | 106 | 8 repos | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Incremental Implementationaddyosmani/agent-skills | 103k | 1 repos | ~2.3k | Automated safety check: Pass | MIT | |
| ULW Plan Workflowcode-yeongyu/oh-my-openagent | 70k | — | ~3.9k | Automated safety check: Pass | Custom licence | |
| Implementation Plan Creatortailcallhq/forgecode | 7.6k | 1 repos | ~1.1k | Automated safety check: Pass | Apache-2.0 |
MemPalace/mempalace
Creates, hands off, claims, executes and closes agent tasks through the MemPalace logstream, with approval of the exact task before it is recorded.
abashev/vfs-s3
Breaks work into ordered tasks. An agent skill from abashev/vfs-s3.
addyosmani/agent-skills
Delivers a change in thin vertical slices, each implemented, tested, verified and committed before the next, using vertical, contract-first or risk-first slicing.
code-yeongyu/oh-my-openagent
Explore-first planning that turns a vague or large request into one decision-complete work plan, written only after your approval and executed by a separate worker.
tailcallhq/forgecode
Writes a structured Markdown implementation plan with checkbox tasks, verification criteria and risks, then checks it with a validation script; no code changes.
fynnfluegge/agtx
Runs a whole project unattended on an agtx kanban board, decomposing the goal, starting tasks, unblocking workers and merging each result.
makifbaysal/tasktrooper
A skill your agent uses when a task adds or changes an HTTP endpoint, its request/response shape, status codes, auth or error format - the request matrix, curl templates and what counts as a…
makifbaysal/tasktrooper
A skill your agent uses when writing acceptance criteria for a task - express each as an observable Given/When/Then that QA can execute, including negative cases
makifbaysal/tasktrooper
A skill your agent uses when a task changes any screen, form, dialog, menu or control - Lighthouse/axe scan of the changed screens, a keyboard walk, and the thresholds that fail a task
makifbaysal/tasktrooper
A skill your agent uses when deciding whether a request needs an analiz task before implementation - the conditions that require the architect's analysis versus going straight to implementation
makifbaysal/tasktrooper
A skill your agent uses when you write or revise the analiz deliverable - the ONE self-contained HTML report (spec and plan as sections) a human reviews passage by passage
makifbaysal/tasktrooper
A skill your agent uses when you finish an analiz report - the human must approve the analysis before any implementation task is created, via the analizreview column
Categories
A skill your agent uses when an analiz task arrives in done (approved) - turn the approved split into implementation tasks with repository, AC, derivedfrom and ordering arguments. Task Decomposition is an agent skill from makifbaysal/tasktrooper.
Task Decomposition fits situations like: an analiz task arrives in done (approved) - turn the approved split into implementation tasks with repository; derivedfrom and ordering arguments.
Run `npx skills add makifbaysal/tasktrooper --skill task-decomposition -a claude-code`. Or copy the skill folder (catalog/agents/system-architect/skills/task-decomposition in makifbaysal/tasktrooper) into .claude/skills/task-decomposition in your project. Claude Code loads it when a task matches its description.
Run `npx skills add makifbaysal/tasktrooper --skill task-decomposition -a codex`. Or copy the skill folder (catalog/agents/system-architect/skills/task-decomposition in makifbaysal/tasktrooper) into .agents/skills/task-decomposition 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 makifbaysal/tasktrooper --skill task-decomposition -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/task-decomposition, .gemini/skills/task-decomposition, .github/skills/task-decomposition and .opencode/skills/task-decomposition in your project.
SKILL.md names no scripts, command-line tools or credentials: Task Decomposition is instructions for the agent only.
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.
Task Decomposition is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.6k tokens (SKILL.md is roughly 10k 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 Task Decomposition: MemPalace Task Handoff (MemPalace/mempalace, 59k stars), Planning And Task Breakdown (abashev/vfs-s3, 106 stars), Incremental Implementation (addyosmani/agent-skills, 103k stars) and ULW Plan Workflow (code-yeongyu/oh-my-openagent, 70k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
makifbaysal (a GitHub user) maintains it in makifbaysal/tasktrooper, which has 109 GitHub stars. The repository holds 99 skills in this directory. The repository was last updated on October 7, 2026.
Source: makifbaysal/tasktrooper on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.