task-generation

task-generation is a skill for Claude Code, Codex from attilaszasz/sdd-pilot. It costs 35 tokens per session (3,020 once invoked), scanned A, original, MIT.

A guide for expanding an implementation plan into ordered, traceable coding tasks. Each task links back to requirements and can include checks for verifying the work.

In plain words
What is it for?
Use it to generate task lists with IDs, dependencies, requirement links, completion markers, and optional verification commands.
Why use it?
It reduces the chance that planned work is omitted or performed in the wrong order. Traceability makes it easier to see which requirement each task completes.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions AGENTS.md.

Good fit Use it to generate task lists with IDs, dependencies, requirement links, completion markers, and optional verification commands.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/attilaszasz/sdd-pilot/task-generation
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add attilaszasz/sdd-pilot --skill task-generation
Clone the repo
git clone --depth 1 https://github.com/attilaszasz/sdd-pilot

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for task-generation

README.md
[![agentmods](https://agentmods.dev/badge/skills/attilaszasz/sdd-pilot/task-generation.svg)](https://agentmods.dev/skills/attilaszasz/sdd-pilot/task-generation)
Your own site
<a href="https://agentmods.dev/skills/attilaszasz/sdd-pilot/task-generation"><img src="https://agentmods.dev/badge/skills/attilaszasz/sdd-pilot/task-generation.svg" alt="Measured on agentmods" height="20"></a>
Per session 35 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,020 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00035 $0.03020
Opus 5 $0.00017 $0.01510
Sonnet 5 $0.00007 $0.00604
Haiku 4.5 $0.00003 $0.00302

Measured 4d ago against content hash 33d267f1d45b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

task-generation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.github/skills/task-generation/SKILL.md · 142 lines

How it starts

The opening of the file, as written. The whole thing — 142 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Task Generation Guide

Task Format (REQUIRED)

Every task MUST strictly follow this format:

- [ ] T### [P?] [US#|OBJ#?] {(FR|TR|OR|RR)-###?} [COMPLETES (FR|TR|OR|RR)-###?] Description with file path [after:T###?] [← T###:Symbol?] [→ exports: Symbol?] [VERIFY: <command>]?*

[VERIFY: <command>] is optional and repeatable (zero or more; typically 0–3). It appends after → exports: (and after [COMPLETES ...]). The command text runs from [VERIFY: to the next ] and MUST NOT contain a literal ] — move such checks into a verify script and reference it when needed.

Format Components

  1. Checkbox: Always - [ ] (markdown checkbox)
  2. Task ID: Sequential (T001, T002...) in execution order
  3. [P] marker: Only if parallelizable (different files, no dependencies)
  4. [US#|OBJ#] label: Required for delivery phases only
    • Product specs use [US#] for user story phases
    • Technical and operational specs use [OBJ#] for objective phases
    • Setup/Foundational phases: NO work-item label
    • Polish phase: NO story label
  5. {(FR|TR|OR|RR)-###} tag: Links task to the requirement(s) it implements
    • Use {FR-001} or {TR-001} for a single requirement, {FR-001,FR-003} for multiple
    • Required for tasks that directly implement a requirement
    • Setup/infrastructure tasks with no direct requirement mapping may omit this tag
  6. Description: Clear action with exact file path
  7. after:T### clause (optional): Explicit task-level dependency when a task depends on artifacts from a different phase or a non-adjacent task within the same phase. Omit when sequential T### ordering within a phase already implies the dependency.
  8. ← T###:Symbol import hint (optional): Lists specific symbols consumed from another task's output file, by source task ID. Use when data-model.md, contracts/, or the Requirement Coverage Map Function(s)/Symbol(s) column provide enough detail to name the symbols. Omit for leaf tasks with no cross-file coupling.
  9. → exports: Symbol(params) export hint (optional): Lists the 1–3 most important symbols this task's file will export, with key parameter or field hints. Source from data-model.md entities, contracts/ schemas, or the Requirement Coverage Map Function(s)/Symbol(s) column. Omit when no downstream task depends on this file.
  10. [COMPLETES (FR|TR|OR|RR)-###] marker (optional): Placed on the last task implementing a requirement that spans 3+ tasks. Signals the implementing agent to verify the full requirement chain at this task's completion.
  11. [VERIFY: <command>] annotation (optional, repeatable): A machine-checkable acceptance assertion the Developer MUST run from the repo root before marking the task [X]. Non-zero exit (for commands) or no match (for grep patterns) is FAILURE — the task stays [ ] and routes into the error-recovery loop. Emit when a deterministic check is derivable: prefer a plan.md ## Testing Strategy test command scoped to the task's file/requirement; else a grep for a → exports: symbol declaration; else a build/typecheck command targeting the task's file. Omit when no deterministic check is derivable. Commands MUST NOT contain a literal ].

Read the full file on GitHub · 142 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 142 lines · 35 tokens per session scan A 33d267f1d45b

Subscribe to this mod's changes

task-generation is a skill published in the GitHub repository attilaszasz/sdd-pilot (95 stars, last pushed 3d ago), licensed MIT. It adds 35 tokens to every session and 3,020 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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