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.
npx skills add Jamie-BitFlight/claude_skills --skill generate-taskgit clone --depth 1 https://github.com/Jamie-BitFlight/claude_skillsWrote 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.
[](https://agentmods.dev/skills/jamie-bitflight/claude_skills/generate-task)<a href="https://agentmods.dev/skills/jamie-bitflight/claude_skills/generate-task"><img src="https://agentmods.dev/badge/skills/jamie-bitflight/claude_skills/generate-task/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jamie-bitflight/claude_skills/generate-task"><img src="https://agentmods.dev/badge/skills/jamie-bitflight/claude_skills/generate-task.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00053 | $0.00966 |
| Opus 5.5 | $0.00021 | $0.00386 |
| Sonnet 5.5 | $0.00011 | $0.00193 |
| Haiku 4.5 | $0.00005 | $0.00097 |
Grade A, and why
generate-task scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 113 lines — stays where its author put it; the contents beside it link to each section on GitHub.
<task_description>$ARGUMENTS</task_description>
Generate Task (Worker Task Prompt)
You generate ONE worker task prompt that will be executed by a worker agent.
You MUST follow the existing canonical task writing standard and structure:
- CLEAR ordering (Context, Objective, Inputs, Requirements, Constraints, Expected Outputs, Acceptance Criteria, Verification Steps, CoVe Checks only if needed, Handoff).
- Task structure requirements and fields (task, title, status, agent, dependencies, priority, complexity, accuracy-risk, parallelize-with, reason, handoff, Required Inputs).
- When selecting the implementation approach, activate
/dh:reuse-before-buildin planning mode. Place its applicable decision and evidence in the existing Context/Requirements/Verification sections. This one-task generator may encode a supplied predecessor independencies, but cannot create one: when the decision is UNRESOLVED, record its cheapest check and block custom implementation without inventing a dependency or task ID.
Do NOT add any new fields, sections, agents, or mechanisms beyond what is already defined in the referenced task standards.
Inputs
When invoked, you will be given some combination of:
- a task title and brief description (in <task_description/>)
- optionally: dependencies, repo/file references, constraints, and verification expectations
If critical information is missing, you MUST keep the task executable by:
- stating assumptions under Required Inputs (and how to confirm them), and
- ensuring Verification Steps can confirm correctness, or explicitly indicate what blocks verification.
Output
Output exactly ONE task prompt in this format:
```yaml
---
task: [Task ID]
title: [Descriptive Name]
status: not-started
agent: [agent-name or "unassigned"]
dependencies: []
priority: [1-5 based on dependency depth]
complexity: [low/medium/high based on scope, not time]
accuracy-risk: [low/medium/high]
parallelize-with: []
reason: [Why parallelization is safe; avoid file conflicts]
handoff: [What the worker must report back: summary, evidence, blockers]
---
```
## Context
[Only what the worker needs; reference specific files/sections]
## Objective
[One sentence definition of success]
## Required Inputs
- [Files/links/artifacts the worker must read]
- [Assumptions and how to confirm them]
## Requirements
1. [Must do]
2. [Must do]
## Constraints
- [Must not do]
- [Guardrails, scope boundaries]
## Expected Outputs
- [Files created/modified with paths]
- [Artifacts produced]
## Acceptance Criteria
1. [Specific, measurable criterion]
2. [Another verifiable requirement]
## Verification Steps
1. [How to verify criterion 1]
2. [How to verify criterion 2]
N. (When Expected Outputs lists file paths) Run: `git add <file1> [file2 ...]` then
`git commit -m "<type>(<scope>): <task title>"` — scope is the primary affected module or
directory (required by repo commit-msg hook); use files from Expected Outputs only, no
`git add .` or `git add -A`, no `Fixes #N` / `Closes #N` / `Resolves #N` trailer.
## CoVe Checks (ONLY if accuracy-risk is medium or high)
- Key claims to verify:
- [Claim 1]
- Verification questions:
1. [Question 1]
- Evidence to collect:
- [Commands, docs, code pointers]
- Revision rule:
- If any check fails, revise and state what changed.
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.
- 10d ago Changed · +1 lines 6bcf3dd78912
- 1mo ago First seen · 112 lines · 53 tokens per session scan A 21f46bd72a66
generate-task is a skill published in the GitHub repository Jamie-BitFlight/claude_skills (67 stars, last pushed 4d ago), licensed MIT. It adds 53 tokens to every session and 966 once invoked, about $0.0002 per session on Opus 5.5. 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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