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.
Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing.
$ npx skills add wshobson/agents --skill task-coordination-strategies -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wshobson/agents task-coordination-strategies --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/wshobson/agents.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/agent-teams/skills/task-coordination-strategies .claude/skills/task-coordination-strategies && 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-coordination-strategies" agent skill from https://github.com/wshobson/agents/tree/main/plugins/agent-teams/skills/task-coordination-strategies into .claude/skills/task-coordination-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-coordination-strategies", 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/wshobson/agents/tree/main/plugins/agent-teams/skills/task-coordination-strategiesType 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 wshobson/agents --skill task-coordination-strategies -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wshobson/agents task-coordination-strategies --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wshobson/agents.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/agent-teams/skills/task-coordination-strategies .agents/skills/task-coordination-strategies && 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-coordination-strategies" agent skill from https://github.com/wshobson/agents/tree/main/plugins/agent-teams/skills/task-coordination-strategies into .agents/skills/task-coordination-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-coordination-strategies", 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 wshobson/agents --skill task-coordination-strategies -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wshobson/agents task-coordination-strategies --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wshobson/agents.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/agent-teams/skills/task-coordination-strategies .cursor/skills/task-coordination-strategies && 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-coordination-strategies" agent skill from https://github.com/wshobson/agents/tree/main/plugins/agent-teams/skills/task-coordination-strategies into .cursor/skills/task-coordination-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-coordination-strategies", 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/wshobson/agents.git --path plugins/agent-teams/skills/task-coordination-strategies--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 wshobson/agents --skill task-coordination-strategies -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wshobson/agents task-coordination-strategies --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wshobson/agents.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/agent-teams/skills/task-coordination-strategies .gemini/skills/task-coordination-strategies && 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-coordination-strategies" agent skill from https://github.com/wshobson/agents/tree/main/plugins/agent-teams/skills/task-coordination-strategies into .gemini/skills/task-coordination-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-coordination-strategies", 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 wshobson/agents task-coordination-strategiesInstalls 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 wshobson/agents --skill task-coordination-strategies -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wshobson/agents.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/agent-teams/skills/task-coordination-strategies .github/skills/task-coordination-strategies && 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-coordination-strategies" agent skill from https://github.com/wshobson/agents/tree/main/plugins/agent-teams/skills/task-coordination-strategies into .github/skills/task-coordination-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-coordination-strategies", 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 wshobson/agents --skill task-coordination-strategies -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wshobson/agents task-coordination-strategies --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wshobson/agents.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/agent-teams/skills/task-coordination-strategies .opencode/skills/task-coordination-strategies && 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-coordination-strategies" agent skill from https://github.com/wshobson/agents/tree/main/plugins/agent-teams/skills/task-coordination-strategies into .opencode/skills/task-coordination-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "task-coordination-strategies", 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-coordination-strategiesDecompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing.
Task Coordination Strategies is an agent skill from wshobson/agents. Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/dependency-graphs.md` and `references/task-decomposition.md`).
It sits in Agent Workflows, covering Task breakdown. The repository describes itself as: Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, Google Antigravity, and Pi. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 46891e7. 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 Coordination Strategies loads about 1.2k tokens when it runs, and up to ~2.5k if it reads all its reference files. Until then it costs about 70 tokens; SKILL.md has 357 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 wshobson/agents at commit 46891e7, republished under its MIT licence (© wshobson). 357 words, ~1,151 tokens.
.claude/skills/task-coordination-strategies/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Strategies for decomposing complex tasks into parallelizable units, designing dependency graphs, writing effective task descriptions, and monitoring workload across agent teams.
Split work by architectural layer:
Best for: Full-stack features, vertical slices
Split work by functional component:
Best for: Microservices, modular architectures
Split work by cross-cutting concern:
Best for: Code reviews, audits
Split work by file/directory boundaries:
src/components/ — Implementer 1src/api/ — Implementer 2src/utils/ — Implementer 3Best for: Parallel implementation, conflict avoidance
Independent (Best parallelism):
Task A ─┐
Task B ─┼─→ Integration
Task C ─┘Sequential (Necessary dependencies):
Task A → Task B → Task CDiamond (Mixed):
┌→ Task B ─┐
Task A ─┤ ├→ Task D
└→ Task C ─┘TaskCreate: { subject: "Build API endpoints" } → Task #1
TaskCreate: { subject: "Build frontend components" } → Task #2
TaskCreate: { subject: "Integration testing" } → Task #3
TaskUpdate: { taskId: "3", addBlockedBy: ["1", "2"] } → #3 waits for #1 and #2Every task should include:
## Objective
Build the user authentication API endpoints.
## Owned Files
- src/api/auth.ts
- src/api/middleware/auth-middleware.ts
- src/types/auth.ts (shared — read only, do not modify)
## Requirements
- POST /api/login — accepts email/password, returns JWT
- POST /api/register — creates new user, returns JWT
- GET /api/me — returns current user profile (requires auth)
## Interface Contract
- Import User type from src/types/auth.ts (owned by implementer-1)
- Export AuthResponse type for frontend consumption
## Acceptance Criteria
- All endpoints return proper HTTP status codes
- JWT tokens expire after 24 hours
- Passwords are hashed with bcrypt
## Out of Scope
- OAuth/social login
- Password reset flow
- Rate limiting| Signal | Meaning | Action |
|---|---|---|
| Teammate idle, others busy | Uneven distribution | Reassign pending tasks |
| Teammate stuck on one task | Possible blocker | Check in, offer help |
| All tasks blocked | Dependency issue | Resolve critical path first |
| One teammate has 3x others | Overloaded | Split tasks or reassign |
TaskList to assess current stateTaskUpdate to reassign tasksSendMessage to notify affected teammates© wshobson, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (references) in plugins/agent-teams/skills/task-coordination-strategies of wshobson/agents.
Open the folder on GitHubat commit 46891e7
Task Coordination Strategies 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 Coordination Strategies this skillwshobson/agents | 40k | — | ~1.2k | Automated safety check: Pass | MIT | |
| 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 | 104k | 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 | |
| Ask NavigatorYeachan-Heo/oh-my-claudecode | 40k | — | ~4.1k | Automated safety check: Pass | MIT |
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.
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Categories
Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Task Coordination Strategies is an agent skill from wshobson/agents. Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing.
Task Coordination Strategies fits situations like: breaking down work for agent teams; managing task dependencies; monitoring team progress.
Run `npx skills add wshobson/agents --skill task-coordination-strategies -a claude-code`. Or copy the skill folder (plugins/agent-teams/skills/task-coordination-strategies in wshobson/agents) into .claude/skills/task-coordination-strategies in your project. Claude Code loads it when a task matches its description.
Run `npx skills add wshobson/agents --skill task-coordination-strategies -a codex`. Or copy the skill folder (plugins/agent-teams/skills/task-coordination-strategies in wshobson/agents) into .agents/skills/task-coordination-strategies 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 wshobson/agents --skill task-coordination-strategies -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-coordination-strategies, .gemini/skills/task-coordination-strategies, .github/skills/task-coordination-strategies and .opencode/skills/task-coordination-strategies in your project.
SKILL.md names no scripts, command-line tools or credentials: Task Coordination Strategies 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 Coordination Strategies is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 4.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.4k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Task Coordination Strategies: MemPalace Task Handoff (MemPalace/mempalace, 59k stars), Planning And Task Breakdown (abashev/vfs-s3, 106 stars), Incremental Implementation (addyosmani/agent-skills, 104k 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.
wshobson (a GitHub user) maintains it in wshobson/agents, which has 40,314 GitHub stars. The repository holds 142 skills in this directory. The repository was last updated on October 5, 2026.
Source: wshobson/agents on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.