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Task Generator · microck | DecimalAI

productivityby microck

Task Generator

microck/task-generator

Source microck/ordinary-claude-skills ↗License NOASSERTION

Generate structured task lists from specs or requirements. IMPORTANT: After completing ANY spec via ExitSpecMode, ALWAYS ask the user: "Would you like me to generate a task list for this spec?"

SkillScore91Maintained

Automatic

Project Management pack

Last verified 8/21/2026

What it changes

Passed 20 of 22 test cases with the skill, and 9 of 22 without it.

Without skill41%

With skill91%

Checks it passed that the model alone missed

The first task is numbered 0.0.
The Phase 1 output excludes sub-tasks.
The output lists parent tasks without sub-tasks.

and 17 more in the full report

12 fixed8 passed either way1 still failing1 broke

Pass-rate lift: +50 pp
Tokens: -14%
Agent turns: 0%
Response time: -54%

Model gemini-3.6-flashMeasured 8/21/2026v120 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/microck-task-generator/SKILL.md https://app.decimal.ai/s/microck-task-generator/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add microck-task-generator, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/microck-task-generator/ and pins it in .decimal/skills.lock

decimalai skills add microck-task-generator

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/microck-task-generator/SKILL.md https://app.decimal.ai/s/microck-task-generator/SKILL.md

Raw file: /s/microck-task-generator/SKILL.md ↗ · machine-readable summary at /s/microck-task-generator.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 12

Prompt

When starting Phase 1 for the 'Notification Center' feature spec without opt-out, what is the exact title and number of the initial parent task?

What was checked, without and with the skill
Checked	Without skill	With skill
The first task is numbered 0.0.	Missed	Passed
The task numbered 0.0 is designated for creating the feature git branch.	Missed	Passed

case-19 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md62 linessingle file

Task Generator

Generate detailed, step-by-step task lists from specs, plans, or requirements.

Workflow (2-Phase Process)

Phase 1: Generate Parent Tasks

Analyze the spec/plan content for functional requirements and implementation scope
Create the task file at /tasks/tasks-[feature-name].md
Generate 5-7 high-level parent tasks:
- Always start with task 0.0: "Create feature branch" (unless user explicitly opts out)
- Use your judgment for the number of additional tasks
Present parent tasks to user in the output format (without sub-tasks)
Tell user: "I have generated the high-level tasks. Ready to generate sub-tasks? Reply Go to proceed."

Phase 2: Generate Sub-Tasks

Wait for user to reply "Go"
Break down each parent task into smaller, actionable sub-tasks
Identify relevant files to create/modify (include test files)
Update the task file with complete structure

Output Format

Save to /tasks/tasks-[feature-name].md:

## Relevant Files

- `path/to/file.ts` - Brief description of why this file is relevant
- `path/to/file.test.ts` - Unit tests for file.ts
- `path/to/component.tsx` - Component description
- `path/to/component.test.tsx` - Unit tests for component.tsx

### Notes

- Unit tests should be placed alongside the code files they test
- Use `npx jest [optional/path/to/test/file]` to run tests

Track record

Benchmark

20 / 22

test cases passed, vs 9 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

microck / ordinary-claude-skills

skills_all/task-generator/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

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See it in action

What's inside

Task Generator

Workflow (2-Phase Process)

Phase 1: Generate Parent Tasks

Phase 2: Generate Sub-Tasks

Output Format

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills