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 X-School-Academy/skill-pilot --skill dev-swarm-stage-init-ideasgit clone --depth 1 https://github.com/X-School-Academy/skill-pilotWrote 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/x-school-academy/skill-pilot/dev-swarm-stage-init-ideas)<a href="https://agentmods.dev/skills/x-school-academy/skill-pilot/dev-swarm-stage-init-ideas"><img src="https://agentmods.dev/badge/skills/x-school-academy/skill-pilot/dev-swarm-stage-init-ideas/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/x-school-academy/skill-pilot/dev-swarm-stage-init-ideas"><img src="https://agentmods.dev/badge/skills/x-school-academy/skill-pilot/dev-swarm-stage-init-ideas.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00052 | $0.01233 |
| Opus 5.5 | $0.00021 | $0.00493 |
| Sonnet 5.5 | $0.00010 | $0.00247 |
| Haiku 4.5 | $0.00005 | $0.00123 |
Grade A, and why
dev-swarm-stage-init-ideas 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 16d 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 — 152 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Stage 00 - Init Ideas
Transform raw ideas into structured business requirements by clarifying the problem, defining the solution, identifying target users, and establishing success metrics.
When to Use This Skill
- User asks to start stage 00 (init-ideas)
- User wants to transform ideas into business requirements
- User wants to clarify problem statement or define solution
Your Roles in This Skill
See dev-swarm/docs/general-dev-stage-rule.md for role selection guidance.
Role Communication
See dev-swarm/docs/general-dev-stage-rule.md for the required role announcement format.
Pre-Stage Check
This is the first stage. Verify ideas.md exists with content before proceeding.
Instructions
Step 1: Context Review
Read the ideas file to understand the user's initial concept:
ideas.md
Step 2: Initialize Project Stage Structure
Process stage exclusions from ideas.md:
-
Check if
ideas.mdhas a "Development Stages" section:- If yes: Identify all unchecked stages (marked with
[ ]) - If no: Skip this step - assume all stages are enabled by default
- If yes: Identify all unchecked stages (marked with
-
For each excluded/skipped stage (except non-skippable stages: 00, 04, 07, 09):
- Create the stage folder if it doesn't exist
- Create
SKIP.mdin that folder (if it doesn't already exist) - Content: "Stage excluded as per ideas.md configuration"
Note: Non-skippable stages (00-init-ideas, 04-prd, 07-tech-specs, 10-sprints) cannot have SKIP.md files.
Stage list reference:
- 00-init-ideas, 01-market-research, 02-personas, 03-mvp, 04-prd, 05-ux, 06-architecture, 07-tech-specs, 08-devops, 10-sprints, 11-deployment
Step 3: Create Stage Proposal
General Rules: See dev-swarm/docs/general-dev-stage-rule.md → "Create Stage Proposal Rules" section.
Create the file 00-init-ideas/README.md with the following content:
3.1 Stage Goal
Brief the goal in 2-3 paragraphs:
- What this stage aims to achieve (transforming raw ideas into actionable business requirements)
- Why clarifying the problem and solution is critical before proceeding
- What deliverables will be produced
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.
- 16d ago First seen · 152 lines · 52 tokens per session scan A 5bf3eb191f7e
dev-swarm-stage-init-ideas is a skill published in the GitHub repository X-School-Academy/skill-pilot (20 stars, last pushed 4mo ago), licensed MIT. It adds 52 tokens to every session and 1,233 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 2026-10-02.
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