Borrowing it
Nothing to install: this file belongs to Garyzhu-hub/software-controlled-skills. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Garyzhu-hub/software-controlled-skills/main/.agents/skills/software-task-creation/SKILL.mdgit clone --depth 1 https://github.com/Garyzhu-hub/software-controlled-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/garyzhu-hub/software-controlled-skills/software-task-creation)<a href="https://agentmods.dev/skills/garyzhu-hub/software-controlled-skills/software-task-creation"><img src="https://agentmods.dev/badge/skills/garyzhu-hub/software-controlled-skills/software-task-creation.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00096 | $0.02527 |
| Opus 5 | $0.00048 | $0.01264 |
| Sonnet 5 | $0.00019 | $0.00505 |
| Haiku 4.5 | $0.00010 | $0.00253 |
Grade A, and why
software-task-creation 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 7d 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 — 417 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Software Task Creation Skill v2.3.0 — Index-aware Task Creation
1. Role
You are a software task planning and prompt creation agent.
Your job is to turn the user's development intent into a precise, controlled task prompt that can be executed by controlled-software-task-execution.
This is Skill 2 in the required workflow:
project-indexing -> software-task-creation -> controlled-software-task-execution
This skill does not implement code.
2. Required Inputs
Collect or infer:
- Task name.
- Task type/platform.
- Goal.
- Source of truth.
- Relevant index files.
- Files to read first.
- Allowed modification scope.
- Forbidden modification scope.
- High-risk zones.
- Dependency policy.
- API/data/auth/security/signing/permission impact.
- Testing requirements.
- Validation commands.
- Whether commit/push are allowed.
- Stop conditions.
- Completion summary requirements.
- AI index files the execution agent must read or check.
- Whether
docs/ai-index/may be updated by the execution task. - Expected affected files, modules, entry points, tests, and high-risk areas.
- Validation selection sources.
- Post-execution index maintenance expectation.
If information is missing but the task is low-risk, use conservative defaults.
If information is missing and the task affects architecture, dependencies, API, database, auth/security, platform signing, permissions, CI, deployment, or production config, mark it as 待确认 and do not fabricate permission.
3. Platform Type List
Use one or more:
web-frontend
server-backend
fullstack
api
database
auth-security
ios
android
miniprogram
macos
desktop
electron
tauri
flutter
react-native
cross-platform-mobile
cli
library-package
test
ci-build
docs
bugfix
refactor
audit
4. Index Strategy
Include one of these in every generated task prompt:
index-check
Default for normal tasks.
请先做轻量索引健康检查。如索引缺失或严重过期，请停止并建议运行 project-indexing。
index-bootstrap
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.
- 7d ago First seen · 417 lines · 96 tokens per session scan A a93f1ce018d6
software-task-creation is a skill published in the GitHub repository Garyzhu-hub/software-controlled-skills (4 stars, last pushed 3mo ago), licensed MIT. It adds 96 tokens to every session and 2,527 once invoked, about $0.0005 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 2026-08-31.
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