Agent skill

Task Breakdown

by PacificStudio in PacificStudio/openase

Turn a clarified spec into milestone-oriented tickets, dependency edges, and stage-gated delivery lanes.

Apache-2.0Auto-check passedAgent Workflows

Install Task Breakdown

skills CLI
$ npx skills add PacificStudio/openase --skill task-breakdown -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install PacificStudio/openase task-breakdown --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/PacificStudio/openase.git skills-src && mkdir -p .claude/skills && cp -r skills-src/internal/builtin/skills/task-breakdown .claude/skills/task-breakdown && rm -rf skills-src

Use ~/.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/

Facts

Skill name
task-breakdown
GitHub stars
268
Token cost
~1.8k tokens
SKILL.md length
999 words
Files
1
Skills in repo
14
Repo updated
First seen
Licence
Apache-2.0

At a glance

Turn a clarified spec into milestone-oriented tickets, dependency edges, and stage-gated delivery lanes.

  • Works in 6 steps: Break down by deliverable, not by chore. → Prefer vertical slices over layer buckets. → Introduce milestone gates early. → …
  • Tasks that involve Task breakdown
  • SKILL.md covers Overview, When To Use, Do Not Use and OpenASE Grounding, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Task Breakdown is an agent skill from PacificStudio/openase. Turn a clarified spec into milestone-oriented tickets, dependency edges, and stage-gated delivery lanes.

Its SKILL.md is about 1.8k 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 and Project management. The repository describes itself as: Ticket-Driven Automated Software Engineering. OpenASE is an all-in-one platform that turns tickets into working code — AI agents automatically pick up tickets, execute workflows… The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Task breakdown
  • Tasks that involve Project management

Example prompts

  • “/task-breakdown”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Break down by deliverable, not by chore.
  2. Prefer vertical slices over layer buckets.
  3. Introduce milestone gates early.
  4. Use dependencies conservatively.
  5. Write strict acceptance and proof requirements.
  6. Prevent lazy completion.

What it can do on your machine

Read from SKILL.md and the folder at commit e530faf. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    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.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Task Breakdown loads about 1.8k tokens when it runs. Until then it costs about 30 tokens; SKILL.md has 999 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~30
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

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.

Safety

Auto-check passed

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.

SKILL.md

The full file from PacificStudio/openase at commit e530faf, republished under its Apache-2.0 licence (© PacificStudio). 999 words, ~1,797 tokens.

Download SKILL.mdSave it as .claude/skills/task-breakdown/SKILL.md (or your agent's skills folder).
name
task-breakdown
description
Turn a clarified spec into milestone-oriented tickets, dependency edges, and stage-gated delivery lanes.

Task Breakdown

Overview

Use this skill after a requirement brief or spec already exists. Its job is to convert that clarified scope into a set of OpenASE tickets, parent-child relationships, and dependency edges that maximize safe parallelism without sacrificing phase-level deliverability.

This is not a generic "make a todo list" skill. It is a delivery design skill. It should produce tickets that are independently meaningful, testable, and strict enough that agents cannot declare victory after only shallow local edits.

When To Use

  • A spec from deep-interview, a PRD, or another clarified requirement artifact already exists.
  • The work is too large for one ticket but still needs strong coordination.
  • The project would benefit from explicit blocking edges or parent-child relationships.
  • You want to create milestone or integration gates instead of pushing all validation to the very end.

Do Not Use

  • The change is small enough to fit inside one well-scoped ticket.
  • The requirements are still ambiguous; clarify them first.
  • The plan is already broken down into tickets with clear dependencies and acceptance criteria.

OpenASE Grounding

Design the breakdown around the platform that already exists:

  • Use parent-child ticket relationships for hierarchy.
  • Use blocks dependencies only for true execution blockers.
  • Assume the scheduler may dispatch unrelated tickets in parallel when no blocking edge exists.
  • Treat workflow pickup and finish statuses as real stage boundaries; do not advance a ticket unless its deliverable is genuinely ready for the next lane.

The goal is not to create the most tickets. The goal is to create the smallest graph that still preserves correctness, evidence, and throughput.

Core Principles

  1. Break down by deliverable, not by chore.

    • A ticket should represent a meaningful output, not a vague activity.
    • Avoid tickets like "research X", "prepare Y", or "adjust Z" unless the deliverable is explicit and reviewable.
  2. Prefer vertical slices over layer buckets.

    • A good slice proves user-visible or system-visible progress across boundaries.
    • Do not split everything into separate frontend, backend, and test piles unless those are true reusable enablers.
  3. Introduce milestone gates early.

    • Create explicit gate tickets for integration, connection, and proof of staged delivery.
    • A milestone gate should answer: "What must be true before the next batch of tickets can safely start?"
  4. Use dependencies conservatively.

    • Add a blocks edge only when one ticket truly cannot start or complete without another.
    • Do not encode mere preference or loose sequencing as hard blockers.
  5. Write strict acceptance and proof requirements.

    • Every ticket should define what "done" means.
    • Every important ticket should define how that claim will be proven: commands, screenshots, API responses, logs, migrations, or other artifacts.
  6. Prevent lazy completion.

    • If a ticket has no concrete deliverable, no testable acceptance criteria, or no proof path, it is not ready to exist.

Breakdown Workflow

  1. Read the input spec carefully.

    • Capture the objective, non-goals, constraints, acceptance criteria, and major risks.
    • Identify which requirements are mandatory for the first useful delivery slice.
  2. Identify milestone states before individual tickets.

    • Ask which phase-level system states matter.
    • Examples: first end-to-end happy path, first integration with auth, first production-safe release candidate.
    • Each milestone should correspond to a state that another engineer can verify, not just a project-management label.
  3. Create milestone gate tickets.

    • A gate ticket is a real ticket that proves a stage is integrated and ready.
    • Gate tickets should usually focus on connection work, validation, and missing-gap cleanup across prior tickets.
  4. Derive supporting tickets under each milestone.

    • Prefer these ticket kinds:
      • slice: vertical feature slice with visible progress
      • enabler: shared prerequisite that unlocks multiple later tickets
      • milestone-gate: stage proof and integration gate
      • hardening: reliability, observability, permission, or regression tightening
  5. Build the DAG.

    • Link prerequisite tickets to the tickets they truly unblock.
    • Keep parallel branches open whenever the dependency is soft rather than hard.
    • Collapse unnecessary micro-tickets when they add context switching but no real autonomy.
  6. Stress-test the graph.

    • If all integration is deferred to the last ticket, the breakdown is weak.
    • If most tickets are tiny chores, the breakdown is weak.
    • If a milestone gate cannot prove readiness for the next stage, it is not a real gate.
Show full SKILL.md (316 more words)Show less

Ticket Design Rules

Each proposed ticket should define at least:

  • Title
  • Why this exists
  • Deliverable
  • In scope
  • Out of scope
  • Acceptance criteria
  • Proof
  • Suggested workflow or role
  • Parent ticket when applicable
  • Depends on
  • Blocks
  • Repository scope when it can be narrowed safely
  • Kind: slice, enabler, milestone-gate, or hardening

Anti-Slack Heuristics

Rework the breakdown if any of these are true:

  • A ticket can be "completed" without producing an observable deliverable.
  • A ticket has acceptance criteria but no proof path.
  • More than a minority of tickets are chores rather than slices or gates.
  • The first milestone does not produce a vertical, integrated result.
  • A late integration gate is carrying all end-to-end validation debt alone.
  • Multiple tickets differ only by tiny file edits and should really be one coherent deliverable.

Milestone Gate Guidance

A strong milestone gate ticket should:

  • depend on the slices and enablers required for that phase
  • focus on integration, connection, proof, and residual-gap closure
  • produce evidence that the phase is genuinely ready
  • block later waves until that evidence exists

Typical gate proofs include:

  • end-to-end happy path working
  • cross-service wiring confirmed
  • migration applied and exercised
  • auth or permission boundary verified
  • regression suite or smoke checks passing for the new slice

Default Deliverable Shape

Return these sections:

  1. Objective Summary
  2. Milestones
  3. Milestone Gates
  4. Ticket Table
  5. Dependency Edges
  6. Parallelism Plan
  7. Critical Risks
  8. Creation Order

Inside Ticket Table, include one row or subsection per proposed ticket with:

  • temporary key
  • title
  • kind
  • parent
  • depends on
  • acceptance criteria
  • proof
  • workflow or role suggestion

Output Quality Bar

Before finalizing the breakdown, check:

  • The graph is as parallel as possible without becoming unsafe.
  • Every dependency edge has a clear rationale.
  • The first milestone proves real progress, not just preparatory work.
  • The final milestone is not the first time the system is ever integrated.
  • Each ticket is large enough to matter, but small enough to own and verify.

© PacificStudio, 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

Files

Just SKILL.md in internal/builtin/skills/task-breakdown of PacificStudio/openase.

Open the folder on GitHubat commit e530faf

Compare with similar skills

Task Breakdown 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.

Task Breakdown compared with similar skills
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Questions about Task Breakdown

What does Task Breakdown do?

Turn a clarified spec into milestone-oriented tickets, dependency edges, and stage-gated delivery lanes. Task Breakdown is an agent skill from PacificStudio/openase. Turn a clarified spec into milestone-oriented tickets, dependency edges, and stage-gated delivery lanes.

When should I use Task Breakdown?

Task Breakdown fits situations like: tasks that involve Task breakdown; tasks that involve Project management.

How do I install Task Breakdown in Claude Code?

Run `npx skills add PacificStudio/openase --skill task-breakdown -a claude-code`. Or copy the skill folder (internal/builtin/skills/task-breakdown in PacificStudio/openase) into .claude/skills/task-breakdown in your project. Claude Code loads it when a task matches its description.

How do I install Task Breakdown in Codex?

Run `npx skills add PacificStudio/openase --skill task-breakdown -a codex`. Or copy the skill folder (internal/builtin/skills/task-breakdown in PacificStudio/openase) into .agents/skills/task-breakdown in your project. Codex loads it when a task matches its description.

Can I use Task Breakdown in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add PacificStudio/openase --skill task-breakdown -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-breakdown, .gemini/skills/task-breakdown, .github/skills/task-breakdown and .opencode/skills/task-breakdown in your project.

What does Task Breakdown need to run?

SKILL.md names no scripts, command-line tools or credentials: Task Breakdown is instructions for the agent only.

Does Task Breakdown access the network?

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.

Is Task Breakdown safe to install?

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.

What licence does Task Breakdown use?

Task Breakdown 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.

How many tokens does Task Breakdown use?

About 1.8k tokens (SKILL.md is roughly 7.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Task Breakdown?

Skills that share tags, products or a category with Task Breakdown: CCPM Project Management (automazeio/ccpm, 8.4k stars), Project Planner (adrianpuiu/claude-skills-marketplace, 100 stars), Groom Roadmap (talkincode/toughradius, 691 stars) and GitHub Project Management Swarm (ruvnet/agentic-flow, 816 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Task Breakdown?

PacificStudio (a GitHub organization) maintains it in PacificStudio/openase, which has 268 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on August 9, 2026.

Source: PacificStudio/openase on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.