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Task

  • 391 installs
  • 1 repo stars
  • Updated May 26, 2026
  • camacho/ai-skills

task is a universal Claude Code dispatcher skill at version 1.0.0 that routes development work through a Steps 0-9 workflow for developers who need agent-executable tasks with clear acceptance criteria.

About

task is a version 1.0.0 universal task dispatcher from camacho/ai-skills that starts, routes, and executes development work through a Steps 0-9 workflow. Invoked via /task with a description, issue number, or fresh start, it selects the right surface before work begins: Claude Code for architecture planning and feature implementation with hooks and subagents, VS Code Claude extension for quick single-file fixes, Codex CLI for DevOps and terminal tasks, and Codex Cloud for background refactors that produce pull requests. The skill breaks plans into granular agent-executable tasks with acceptance cues so Claude Code can pick up, track, and complete work incrementally across the delivery cycle. Developers reach for task as the entry point for any development activity rather than jumping directly into implementation without routing context. It produces routed task plans and tracked execution steps rather than replacing issue trackers or CI pipelines. Because it spans planning through implementation and review routing, it covers multiple delivery phases in one invocation surface.

  • Splits plans into agent-sized tasks
  • Defines acceptance-oriented work units
  • Improves incremental delivery visibility
  • Integrates with plan and to-prd skills
  • Reduces context loss across sessions

Task by the numbers

  • 391 all-time installs (skills.sh)
  • Ranked #812 of 3,282 Productivity & Planning skills by installs in the Skillselion catalog
  • Data as of Jul 28, 2026 (Skillselion catalog sync)
npx skills add https://github.com/camacho/ai-skills --skill task

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Listed on Skillselion
Installs391
repo stars1
Last updatedMay 26, 2026
Repositorycamacho/ai-skills

How do you route dev tasks to the right coding agent?

Break plans into granular, agent-executable tasks with clear acceptance cues so Claude Code can pick up, track, and complete work incrementally.

Who is it for?

Developers using multiple AI coding agents who want a single /task entry point that routes work by scope and activity type.

Skip if: Single-tool workflows that do not use Claude Code, Codex, or multi-agent routing and only need direct file edits without task planning.

When should I use this skill?

User invokes /task, starts any development task, references an issue number, or needs work routed between Claude Code, Codex, and VS Code.

What you get

Routed task plan, granular agent-executable steps with acceptance cues, and tool selection across the Steps 0-9 workflow.

By the numbers

  • Version 1.0.0 dispatcher covering a Steps 0-9 development workflow
  • Routes across 4 execution surfaces: Claude Code, VS Code, Codex CLI, and Codex Cloud

Files

SKILL.mdMarkdownGitHub ↗

/task

Surface Routing

Before starting, pick the right tool for the job:

ActivityToolWhy
Architecture planningClaude Code /planOpus, 1M context
Feature implementationClaude CodeHooks, subagents, worktrees
Quick single-file fixVS Code Claude extFaster for small scope
DevOps / terminalCodex CLIStrong at terminal tasks
Background refactorCodex CloudFire-and-forget PR
Code reviewGitHub ActionsAsync, no session cost
Test writingsubagent: test-writer (CC) / inline (Codex)Isolated context
Documentationsubagent: doc-writer (CC) / inline (Codex)Cheap, focused
ResearchClaude.ai ProjectsPersistent, web search

Cross-Tool Notes

This skill uses Claude Code features. Portable equivalents for Codex/Cursor:

Claude CodeCodex / Cursor
TaskCreate / TaskUpdateMarkdown checklist in .branch-context.md
EnterWorktreeUse absolute paths + git -C for all ops
/orient, /brainstorming, etc.Read .agents/skills/<name>/SKILL.md and follow manually
Subagent dispatch (implementer, test-writer)Execute sequentially in main session
Agent TeamsNot supported — use sequential work
/review, /plan-reviewRead .agents/skills/review/SKILL.md and follow manually

Args

InvocationBehavior
/task <description>Start new task
/task #<issue>Start from GitHub issue
/taskStart new task — ask what to work on

Copilot Mode

In copilot mode (operating-mode.md), the workflow is a menu, not a pipeline:

  • Present available steps. Execute what the human asks. Don't enforce order.
  • Worktree-first is relaxed — primary worktree writes are allowed.
  • Invariants below still apply except where operating-mode.md explicitly overrides.
  • If the human says "follow the workflow," run step-by-step but pause for approval at each transition.

Invariants

These rules are agent-interpreted guidance, not machine-enforced. They cannot be skipped regardless of task type or scope unless noted. Omission is not permission — any step not explicitly listed as skippable is required.

REQUIRE task_list.all_steps_populated BEFORE step_1
REQUIRE worktree BEFORE code
REQUIRE orient.complete BEFORE plan
REQUIRE tests BEFORE implementation  # TDD: RED → GREEN → REFACTOR
REQUIRE review(plan).pass BEFORE build UNLESS scope == one_sentence OR task_type IN [fix, hotfix]
REQUIRE validate.pass BEFORE review(build)
REQUIRE review(build).pass BEFORE archive
REQUIRE task_list.no_pending_steps BEFORE ship
REQUIRE branch.base IS CURRENT(origin/main) UNLESS stacking
REQUIRE plan.commit BEFORE review(plan)
REQUIRE batch.commit BEFORE batch.next

WHEN ci.down:
  USE local_merge AT step_8
WHEN files_touched MATCH [AGENTS.md, config.toml, sync.sh, skills]:
  REQUIRE codex_specialist IN review_panel

Steps

Persist significant decisions to .branch-context.md during Steps 3-5 — not just at reflect/bail time.

Step 0 — Bootstrap

Create a task list with ALL steps for the detected path. Every step is a task — no exceptions. The task list is the enforcement mechanism: pending tasks are visible proof of unfinished required work.

  • Claude Code: TaskCreate one task per step. Populate all steps upfront (adjust after orient detects path). Mark each in_progress before starting, completed when done.
  • Codex/Cursor: add a markdown checklist to .branch-context.md with all steps.

Step 1 — Orient

Invoke /orient with args (Codex: read .agents/skills/orient/SKILL.md). It produces:

  • task_type: feat / fix / chore / docs / test / refactor
  • scope: can the entire diff be described in one sentence? Yes → short path (skip Steps 3-4). No → full path. Note: short description ≠ small change — "update all deps" sounds short but may touch dozens of files.

After orient completes, populate the task list with remaining steps for the detected path:

  • Hotfix (fix/*, hotfix/*): ALWAYS skip Steps 3-4 regardless of scope. No plan, no plan review — go directly to Step 5.
  • One-sentence scope (any task type): skip Steps 3-4.
  • Everything else: full path (Steps 0-9).

Step 2 — Isolate

Invoke /isolate with the branch name from Step 1 (Codex: read .agents/skills/isolate/SKILL.md). It handles freshness (fetch origin main), worktree creation from origin/main, directory selection, gitignore safety, dependency install, and baseline test verification. If already in a worktree, it freshens the branch instead of creating a new one.

Path discipline: cd does not persist between Claude Code Bash calls. After worktree creation, use absolute paths for all file operations and git -C <absolute-path> for git commands. Never rely on cd carrying over.

Step 3 — Plan

*Hotfix (`fix/, hotfix/`):* SKIP — proceed to Step 5. No architect agent, no plan file. Add a one-paragraph diagnosis to the commit message instead. Log: "Step 3 — Plan: SKIPPED (hotfix fast path)."

One-sentence scope: SKIP — proceed to Step 5. Log: "Step 3 — Plan: SKIPPED (one-sentence scope)."

Full scope:

3a. Brainstorm. Invoke /brainstorming with the task description. One round — refine the idea, confirm constraints, explore 2-3 approaches.

3b. Write plan. Write a plan to ai-workspace/plans/<name>.md using the template at ai-workspace/plans/TEMPLATE.md. Fill all template fields including:

  • Branch, created date, status
  • Threat model (advisory or adversarial)
  • Scope ceiling
  • Task description and scope
  • Steps with checkboxes (include files to create/modify and testing strategy)
  • Confidence scaffold (recommended for adversarial threat models)

Do NOT review the plan here — that's Step 4.

Step 4 — Review Plan

No plan (hotfix or one-sentence scope): SKIP — proceed to Step 5.

Has plan:

Run /review against the plan file (Codex: read .agents/skills/review/SKILL.md and follow manually).

  • Auto-assemble the plan review panel:
  • Always: technical-editor
  • Code architecture: add architect-reviewer
  • AGENTS.md / config.toml / sync.sh / skills: add codex-specialist
  • Auth / credentials / permissions: add security-auditor
  • UI / component / CSS: add ui-designer
  • Gate: P2 (fix P0-P2, record P3+)
  • Cap: 3 rounds

On APPROVE: proceed to Step 5. On ESCALATE after 3 rounds: stop and present unresolved findings to human.

Step 5 — Build

Invoke /build (Codex: read .agents/skills/build/SKILL.md). It handles plan parsing, batch-sequential/task-parallel subagent dispatch, TDD, inter-batch regression checks, and the validate hard gate. For hotfixes or one-sentence scope, it implements directly with TDD. Step 6 cannot begin until /build reports validate passing.

Hotfix protocol (applies when task_type is fix or hotfix):

  • MUST fix the defect only — nothing else (minimal change principle).
  • MUST NOT refactor during a hotfix; create a separate branch for cleanup.
  • MUST test the specific failing case first (RED), then fix (GREEN).
  • MUST document the root cause in the commit message body.
  • MUST NOT modify agent profiles without explicit approval.

Step 6 — Review Build

Run /review against the changed files (git diff main...HEAD) (Codex: read .agents/skills/review/SKILL.md and follow manually).

  • Auto-assemble the code review panel (differs from Step 4's plan panel):
  • Always: code-reviewer
  • Code architecture: add architect-reviewer
  • AGENTS.md / config.toml / sync.sh / skills: add codex-specialist
  • Auth / credentials / permissions: add security-auditor
  • UI / component / CSS: add design-reviewer
  • Gate: P2
  • Cap: 3 rounds

On APPROVE: proceed to Step 7. On ESCALATE: stop and present unresolved findings to human.

Step 7 — Archive

Has plan:

Invoke /archive (Codex: fill Outcomes & Learnings in plan file, rename to .done.md). It fills Outcomes & Learnings in the plan file and renames to .done.md.

No plan (hotfix / one-sentence):

Ensure root cause or change rationale is documented in the commit message body. No plan file to archive.

Step 8 — Ship

Invoke /ship (Codex: read .agents/skills/ship/SKILL.md). It handles validation, option presentation (PR + auto-merge vs local merge vs keep vs discard), CI up/down routing, shallow-clone merge for the local path, and worktree cleanup. CI status comes from conversation context — if the user said CI is down, /ship uses the local merge path.

When files touched include AGENTS.md, config.toml, sync.sh, or skills → codex-specialist must be in the review panel (enforced at Step 6).

Step 9 — Reflect

Invoke /reflect (Codex: read .agents/skills/reflect/SKILL.md). It handles:

  • Reading .branch-context.md for session learnings
  • Writing to MEMORY.md on main
  • Filing follow-up issues if needed
  • Cleaning up branch artifacts

Definition of Done

  • [ ] Dependencies install (pnpm install)
  • [ ] All tests pass (pnpm test:all)
  • [ ] Types check (pnpm typecheck)
  • [ ] Biome clean (pnpm lint)
  • [ ] Formatter clean (pnpm format:check)
  • [ ] Code reviewed (PR: by another agent; local merge: /review panel)
  • [ ] Plan file has Outcomes & Learnings filled in
  • [ ] PR/commit description written with context for reviewer
  • [ ] Branch merged to primary (via PR or /local-merge)
  • [ ] Key learnings consolidated with /reflect and pushed to primary

Bail

Invoke /bail at any step to abort cleanly. It handles: learnings capture to .branch-context.md, issue update, PR close if open, worktree cleanup. Bail replaces Step 9 (Reflect) — it captures learnings itself. Clean up any open task list items.

Related skills

How it compares

Pick task over single-purpose implementation skills when you need workflow routing across multiple agents rather than direct code generation in one tool.

FAQ

How do you invoke the task skill?

task is invoked via /task followed by a description, /task #issue for issue-linked work, or /task alone to start fresh. Version 1.0.0 routes the request through Steps 0-9 before selecting an execution surface.

Which tool does task pick for DevOps work?

task routes DevOps and terminal-heavy work to Codex CLI, architecture planning to Claude Code /plan with Opus context, quick single-file fixes to the VS Code Claude extension, and background refactors to Codex Cloud.

What does task produce for agents?

task breaks plans into granular agent-executable tasks with clear acceptance cues so Claude Code can pick up, track, and complete work incrementally across the Steps 0-9 development workflow.

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