taskmaster

Original：🇺🇸 English

Translated

Unified task execution protocol for Codex-only work. Supports Single Task, Epic Task, and Batch Task while preserving CSV truth-source, validation gates, context recovery, and Debug-First failure exposure. WHEN TO USE: user asks to "track tasks", "create todo list", "make a plan", "track progress", "long task", "big project", "build from scratch", "autonomous session", "跟踪任务", "自主执行", "长时任务", "从零开始", "任务管理", "做个计划", "大工程", or when a task clearly requires 3+ ordered steps that produce file changes. DO NOT USE: single-step fixes, pure Q&A, code review, explaining code, search/research tasks, tasks with fewer than 3 steps, or tasks that do not produce file changes.

4installs

Sourcehjdyzy/aicoding-cookbook

Added on2026-04-02

NPX Install

npx skill4agent add hjdyzy/aicoding-cookbook taskmaster

SKILL.md Content

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Taskmaster — v5 Task Protocol

Purpose

Taskmaster is the default execution protocol for multi-step Codex work. v5 keeps the existing Debug-First core while expanding the skill into three task shapes:

Single Task — one deliverable, one shared context
Epic Task — multiple child tasks with dependencies
Batch Task — homogeneous row-level work executed through
```
spawn_agents_on_csv
```

Core Principles

The current truth artifact on disk wins over memory.
No step, subtask, or batch row becomes
```
DONE
```
without explicit validation.
Keep verbose reasoning in
```
PROGRESS.md
```
,
```
EPIC.md
```
, or batch output files, not in the chat.
Keep failures visible. Do not silently downgrade to manual or serial execution.
Keep planning CSVs and batch worker CSVs separate.
Build for Codex-only recovery: a cold restart must be resumable from files alone.

Shape Router

Shape	Use when	Truth artifacts	Example
Single Task	One deliverable with shared context	`TODO.csv` or `SPEC.md + TODO.csv + PROGRESS.md`	Fix one OAuth redirect bug
Epic Task	Multiple deliverables, modules, or dependency chains	`EPIC.md + SUBTASKS.csv + PROGRESS.md`	Ship billing dashboard across API, UI, docs
Batch Task	Same instruction template across independent rows	`TODO.csv + batch/BATCH.md + workers-input.csv + workers-output.csv`	Audit 80 Markdown files for frontmatter

Router Rules

Start with Single Task when the user wants one deliverable and progress can stay in one shared context.
Promote to Epic Task when one
```
TODO.csv
```
starts carrying phases, subprojects, or independent deliverables.
Use Batch Task only when rows are independent, share one instruction template, and success can be expressed in structured output fields.
An Epic Task can contain
```
single-compact
```
,
```
single-full
```
, or
```
batch
```
child tasks.
A Batch Task must not be used for heterogeneous roles, cross-row dependencies, or shared write scopes.

Single Task

Single Task preserves backward compatibility with the old LITE/FULL behavior by supporting two execution profiles.

Compact Single

Use Compact Single when the task is short, linear, and does not need recovery logs or cached research artifacts.

Files: project-root
```
TODO.csv
```
only
Template: compact_todo_template.csv
Status set:
```
TODO | IN_PROGRESS | DONE
```
Best for: short documentation edits, tiny cleanup passes, quick rename tasks

Compact Single example:

csv

id,task,status,completed_at,notes
1,Locate root cause,IN_PROGRESS,,
2,Implement fix,TODO,,
3,Run verification,TODO,,

Full Single

Use Full Single for all code changes, long-running tasks, or any work that must survive a context reset. This is the default single-task path.

Files:

.codex-tasks/<task-name>/SPEC.md

TODO.csv

PROGRESS.md

raw/

Templates:
- SPEC_TEMPLATE.md
- PROGRESS_TEMPLATE.md
- todo_template.csv
- perf_todo_template.csv
Status set:
```
TODO | IN_PROGRESS | DONE | FAILED
```
Best for: code implementation, bug fixes, refactors, multi-hour work

Full Single directory example:

text

.codex-tasks/20260313-auth-fix/
├── SPEC.md
├── TODO.csv
├── PROGRESS.md
└── raw/

Single Task Rules

Re-read the active
```
TODO.csv
```
before every new step.
Keep
```
TODO.csv
```
leaf-level only. Do not store phases, child projects, or batch rows there.
Use
```
echo SKIP
```
only when validation cannot be automated, and record why.
If retries hit 5, change strategy explicitly or promote the task shape.

Epic Task

Epic Task is the parent coordination shape for large work that spans multiple deliverables or dependency chains.

Files:

```
.codex-tasks/<epic-name>/EPIC.md
```
```
.codex-tasks/<epic-name>/SUBTASKS.csv
```
```
.codex-tasks/<epic-name>/PROGRESS.md
```

.codex-tasks/<epic-name>/tasks/<child-task>/...

Templates:
- EPIC_TEMPLATE.md
- subtasks_template.csv
Status set:
```
TODO | IN_PROGRESS | DONE | FAILED
```
Best for: multi-module features, staged refactors, long projects with clear child deliverables

Epic directory example:

text

.codex-tasks/20260313-billing-epic/
├── EPIC.md
├── SUBTASKS.csv
├── PROGRESS.md
└── tasks/
    ├── 20260313-api/
    ├── 20260313-frontend/
    └── 20260313-docs/

Epic workflow:

Define the global goal and delivery boundary in
```
EPIC.md
```
.
Register child tasks in
```
SUBTASKS.csv
```
with
```
task_type
```
, dependencies, and
```
task_dir
```
.
- ```
depends_on
```
  : use
```
;
```
  to list multiple dependency IDs (e.g.,
```
1;2
```
  ). Empty means no dependency.
Execute each child task with its own Single or Batch protocol.
Bubble child validation back to
```
SUBTASKS.csv
```
and parent
```
PROGRESS.md
```
.
Close the Epic only when all child rows are
```
DONE
```
and the final validation passes.

Use Epic instead of a single

TODO.csv

when one task file starts reading like project management instead of execution.

Batch Task

Batch Task is for homogeneous row-level work that should be executed through

spawn_agents_on_csv

. It can be a standalone task or a child inside an Epic.

Files:

```
.codex-tasks/<task-name>/SPEC.md
```
```
.codex-tasks/<task-name>/TODO.csv
```
for 3-5 high-level steps
```
.codex-tasks/<task-name>/PROGRESS.md
```
```
.codex-tasks/<task-name>/batch/BATCH.md
```

.codex-tasks/<task-name>/batch/workers-input.csv

.codex-tasks/<task-name>/batch/workers-output.csv

```
.codex-tasks/<task-name>/raw/
```

Templates:
- BATCH_TEMPLATE.md
- workers_input_template.csv
- workers_output_template.csv
Best for: bulk file audits, bulk metadata updates, structured per-row analysis

Batch directory example:

text

.codex-tasks/20260313-doc-audit/
├── SPEC.md
├── TODO.csv
├── PROGRESS.md
├── batch/
│   ├── BATCH.md
│   ├── workers-input.csv
│   └── workers-output.csv
└── raw/

Batch Eligibility Checklist

Only use Batch Task when all of the following are true:

One instruction template can describe every row.
Rows are independent and can be retried independently.
Output can be expressed as structured fields in
```
output_schema
```
.
Writes are disjoint, or the batch is read-only.

Batch Lifecycle

Identify a parent
```
TODO.csv
```
step that is truly row-level and homogeneous.

Create

batch/BATCH.md

and define:

instruction template
```
id_column
```
```
output_schema
```
```
max_workers
```
```
max_runtime_seconds
```
```
output_csv_path
```

Build
```
workers-input.csv
```
from real artifacts, not from plan steps.

Run

spawn_agents_on_csv

with explicit

id_column

output_schema

max_workers

max_runtime_seconds

, and

output_csv_path

Inspect
```
workers-output.csv
```
. Failed rows remain visible and may be retried with a filtered input CSV.
Merge the aggregate result into parent
```
PROGRESS.md
```
and only then mark the parent step
```
DONE
```
.

Example Batch step sequence:

csv

id,task,status,acceptance_criteria,validation_command,completed_at,retry_count,notes
1,Build workers-input.csv,IN_PROGRESS,batch/workers-input.csv exists,test -f batch/workers-input.csv,,0,
2,Run spawn_agents_on_csv,TODO,batch/workers-output.csv exists,test -f batch/workers-output.csv,,0,
3,Merge row results,TODO,Failed rows are handled and summary is written,test -f PROGRESS.md,,0,

Mixed Shapes

A Single Task can promote to Epic when one execution stream stops being coherent.
A Single or Epic child step can delegate homogeneous work to Batch.
Use the current layer's truth file only:
- ```
TODO.csv
```
  for step planning
- ```
SUBTASKS.csv
```
  for child-task state
- ```
workers-output.csv
```
  for row results

Mid-Task Shape Promotion

When complexity outgrows the current shape, promote in-place:

Single → Epic

Create
```
.codex-tasks/<task-name>/EPIC.md
```
from the existing
```
SPEC.md
```
goal.
Convert remaining
```
TODO.csv
```
rows into child task entries in
```
SUBTASKS.csv
```
.

Move the original

SPEC.md

TODO.csv

PROGRESS.md

into

tasks/<original-task>/

as the first child.

Create new child directories for the additional deliverables.
Log the promotion reason in the parent
```
PROGRESS.md
```
.

Single/Epic Step → Batch

Identify the
```
TODO.csv
```
or
```
SUBTASKS.csv
```
row that is actually N homogeneous items.
Replace it with a 3-step Batch sequence: build input → run workers → merge results.
Create
```
batch/
```
directory with
```
BATCH.md
```
and
```
workers-input.csv
```
.
The parent step stays
```
IN_PROGRESS
```
until the batch merge completes.
Log the delegation in
```
PROGRESS.md
```
.

Validation Rules

Re-read the active truth file before every new step.
No parent task can claim success while a child subtask or batch row still fails its merge criteria.
Keep retry counts explicit.
Keep raw fetched material under
```
raw/
```
for Full, Epic, and Batch shapes.
If the work is heterogeneous, use a dedicated multi-agent flow instead of forcing it into Batch.

Context Recovery Protocol

Use the smallest artifact set that fully restores state:

Compact Single: read
```
TODO.csv
```
, resume from the first non-
```
DONE
```
row.
Full Single: read
```
SPEC.md
```
,
```
TODO.csv
```
, then the
```
PROGRESS.md
```
recovery block.
Epic Task: read
```
EPIC.md
```
,
```
SUBTASKS.csv
```
, parent
```
PROGRESS.md
```
, then the current child task directory.

Batch Task: read

SPEC.md

TODO.csv

batch/BATCH.md

batch/workers-output.csv

, then the

PROGRESS.md

recovery block.

Every recovery message must include:

```
任务:
```
goal

形态:

single-compact | single-full | epic | batch

```
进度:
```
X/Y
```
当前:
```
current step, child task, or failed row set
```
文件:
```
active truth artifact path
```
下一步:
```
exact next action

Output Contract

Every status update must include:

```
任务:
```
one-line goal
```
形态:
```
current task shape
```
进度:
```
X/Y steps or rows complete
```
当前:
```
active step, child task, or batch stage
```
验证:
```
latest validation command and result
```
文件:
```
active task directory or truth artifact

References

SPEC_TEMPLATE.md
PROGRESS_TEMPLATE.md
todo_template.csv
perf_todo_template.csv
compact_todo_template.csv
EPIC_TEMPLATE.md
BATCH_TEMPLATE.md
subtasks_template.csv
workers_input_template.csv
workers_output_template.csv
EXAMPLES.md

taskmaster

NPX Install

Tags

SKILL.md Content

Taskmaster — v5 Task Protocol

Purpose

Core Principles

Shape Router

Router Rules

Single Task

Compact Single

Full Single

Single Task Rules

Epic Task

Batch Task

Batch Eligibility Checklist

Batch Lifecycle

Mixed Shapes

Mid-Task Shape Promotion

Single → Epic

Single/Epic Step → Batch

Validation Rules

Context Recovery Protocol

Output Contract

References