Multi-Role Spec and Task Breakdown
mylukin/agent-foreman
Runs a requirement through four research-backed specialist agents, a PM, a UX designer, a tech architect and QA, to produce implementable tasks.
Breaks features/goals into phased plans with task lists, agent assignments, dependencies.
$ npx skills add softspark/ai-toolkit --skill plan -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install softspark/ai-toolkit plan --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/softspark/ai-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/app/skills/plan .claude/skills/plan && 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 "plan" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/plan into .claude/skills/plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plan", 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/softspark/ai-toolkit/tree/main/app/skills/planType 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 softspark/ai-toolkit --skill plan -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install softspark/ai-toolkit plan --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/app/skills/plan .agents/skills/plan && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "plan" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/plan into .agents/skills/plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plan", 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 softspark/ai-toolkit --skill plan -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install softspark/ai-toolkit plan --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/app/skills/plan .cursor/skills/plan && 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 "plan" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/plan into .cursor/skills/plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plan", 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/softspark/ai-toolkit.git --path app/skills/plan--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 softspark/ai-toolkit --skill plan -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install softspark/ai-toolkit plan --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/app/skills/plan .gemini/skills/plan && 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 "plan" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/plan into .gemini/skills/plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plan", 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 softspark/ai-toolkit planInstalls 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 softspark/ai-toolkit --skill plan -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/app/skills/plan .github/skills/plan && 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 "plan" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/plan into .github/skills/plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plan", 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 softspark/ai-toolkit --skill plan -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install softspark/ai-toolkit plan --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/app/skills/plan .opencode/skills/plan && 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 "plan" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/plan into .opencode/skills/plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plan", 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.
planBreaks features/goals into phased plans with task lists, agent assignments, dependencies.
Plan is an agent skill from softspark/ai-toolkit. Breaks features/goals into phased plans with task lists, agent assignments, dependencies. Triggers: plan feature, implementation roadmap, break down task, project phases.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `templates/plan-template.md`).
It sits in Agent Workflows, covering Task breakdown. The repository describes itself as: Professional-grade AI coding toolkit: 94 skills, 44 agents, multi-platform (Claude, Cursor, Windsurf, Copilot, Gemini, Cline, Roo Code, Aider, Augment, Antigravity, Codex CLI… 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 d64db2b. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadGrepGlobFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
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.
Plan loads about 1.3k tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 661 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 softspark/ai-toolkit at commit d64db2b, republished under its Apache-2.0 licence (© softspark). 661 words, ~1,309 tokens.
.claude/skills/plan/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.$ARGUMENTS
{project-slug}.md in project root using templates/plan-template.md| Keywords | Type | Primary Agents |
|---|---|---|
| landing, website | Static Site | frontend-specialist |
| dashboard, admin | Web App | frontend + backend |
| api, rest, graphql | API Only | backend-specialist |
| mobile, ios, android | Mobile | mobile-developer |
| cli, terminal | CLI Tool | backend-specialist |
Phase 1 -> Phase 2)Before planning:
smart_query("project template: {type}")
hybrid_search_kb("architecture {pattern}")| Size | Effort | Example |
|---|---|---|
| XS | <2h | typo, add field |
| S | 2-4h | simple component, basic API |
| M | 1-2 days | feature with tests |
| L | 3-5 days | complex feature |
| XL | 1-2 weeks | major subsystem |
Avoid hour-precise estimates beyond a week — they are false confidence (cone of uncertainty: 4× variance at idea, 1.5× at design).
Plan-level tasks should be phase-aligned outcomes ("authentication ships behind a feature flag"), not SMART implementation steps ("add JWT middleware"). The latter belongs in the issue tracker after /prd-to-issues.
List ≥5 named failure modes with mitigation. A 2-bullet pre-mortem is theater. Risk register cap: 10 entries ranked by (probability × impact); below line 10 is noise.
/orchestrate or /workflow to execute with agents/write-a-prd for structured product requirements/grill-me for Socratic questioning/prd-to-plan -> /triage-issueapp/agents/ or a real skill from app/skills/ with a reason for the choicePhase 1 → Phase 2). Circular dependencies are always a planning bug, not a valid state.backend-specialist) alongside the assigned agent, so a substitute is unambiguous./write-a-prd/prd-to-plan/prd-to-issues/grill-me/orchestrate or /workflow/refactor-plan© softspark, 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
SKILL.md and 1 other file in app/skills/plan of softspark/ai-toolkit.
Open the folder on GitHubat commit d64db2b
Plan 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 |
|---|---|---|---|---|---|---|
| Plan this skillsoftspark/ai-toolkit | 179 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Multi-Role Spec and Task Breakdownmylukin/agent-foreman | 250 | — | ~5.1k | Automated safety check: Notes | None | |
| Scope KnifeMAGA2010/hackathon-run | 349 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Wayfinder Planning Mapsrengwu/wayfinder-maps | 134 | — | ~3.5k | Automated safety check: Pass | MIT | |
| Roadmap Generatoralirezarezvani/claude-cto-team | 117 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Autospec Tasksariel-frischer/autospec | 144 | — | ~2.5k | Automated safety check: Pass | MIT |
mylukin/agent-foreman
Runs a requirement through four research-backed specialist agents, a PM, a UX designer, a tech architect and QA, to produce implementable tasks.
MAGA2010/hackathon-run
Forces a KEEP, CUT, or DEFER decision on every feature when scope is too large, no MVP consensus exists, or time is running out.
rengwu/wayfinder-maps
Plans work too big for one agent session as a shared map of investigation tickets, resolved one at a time until the route to the destination is clear.
alirezarezvani/claude-cto-team
Generate phased implementation roadmaps with Epic/Story/Task breakdown, effort estimates, and validation checkpoints.
ariel-frischer/autospec
Generate YAML task breakdown from implementation plan. An agent skill from ariel-frischer/autospec.
first-fluke/oh-my-agent
Product manager that decomposes requirements into actionable tasks with priorities and dependencies.
softspark/ai-toolkit
Prepare or verify a project QA environment with source identity, readiness, browser access, evidence paths and owned cleanup.
softspark/ai-toolkit
Accessibility validator: WCAG 2.1 AA, EN 301 549, EAA. An agent skill from softspark/ai-toolkit.
softspark/ai-toolkit
Analyzes code quality, complexity, patterns across codebase.
softspark/ai-toolkit
Drives a brief, specification, issue or existing PR through implementation, review, tests and QA to a ready PR.
softspark/ai-toolkit
Direct technical voice for docs, README, user-facing text. An agent skill from softspark/ai-toolkit.
softspark/ai-toolkit
Detect/generate/debug CI pipeline config (GitHub Actions, GitLab CI).
Breaks features/goals into phased plans with task lists, agent assignments, dependencies. Plan is an agent skill from softspark/ai-toolkit. Breaks features/goals into phased plans with task lists, agent assignments, dependencies.
Plan fits situations like: tasks that involve Task breakdown.
Run `npx skills add softspark/ai-toolkit --skill plan -a claude-code`. Or copy the skill folder (app/skills/plan in softspark/ai-toolkit) into .claude/skills/plan in your project. Claude Code loads it when a task matches its description.
Run `npx skills add softspark/ai-toolkit --skill plan -a codex`. Or copy the skill folder (app/skills/plan in softspark/ai-toolkit) into .agents/skills/plan 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 softspark/ai-toolkit --skill plan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/plan, .gemini/skills/plan, .github/skills/plan and .opencode/skills/plan in your project.
SKILL.md names no scripts, command-line tools or credentials: Plan is instructions for the agent only. Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Grep, Glob.
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.
Plan 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 1.3k tokens (SKILL.md is roughly 5.2k 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 Plan: Multi-Role Spec and Task Breakdown (mylukin/agent-foreman, 250 stars), Scope Knife (MAGA2010/hackathon-run, 349 stars), Wayfinder Planning Maps (rengwu/wayfinder-maps, 134 stars) and Roadmap Generator (alirezarezvani/claude-cto-team, 117 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
softspark (a GitHub user) maintains it in softspark/ai-toolkit, which has 179 GitHub stars. The repository holds 112 skills in this directory. The repository was last updated on October 7, 2026.
Source: softspark/ai-toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.