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 agentmods add skills/matrixfounder/agentic-development/requirements-analysisnpx skills add MatrixFounder/Agentic-development --skill requirements-analysisgit clone --depth 1 https://github.com/MatrixFounder/Agentic-developmentWhat 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 | $0.00014 | $0.00423 |
| Opus 5 | $0.00007 | $0.00211 |
| Sonnet 5 | $0.00003 | $0.00085 |
| Haiku 4.5 | $0.00001 | $0.00042 |
Grade A, and why
requirements-analysis 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 2d 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.
What it actually says
Requirements Analysis
1. Analysis Loop
- Reconnaissance: Read project structure,
.AGENTS.md. - Identification: What are the use cases? Actors? Preconditions?
- Clarification: List open questions. Better to ask now than fail later.
2. Technical Specification (TASK) Structure
You MUST follow the structure defined in assets/task_template.md.
Read this file to understand the required headers and sections.
3. Important Rules
✅ DO:
- Be detailed: Describe every step in scenarios.
- Think about edge cases: Consider errors, exceptions, boundary conditions.
- Ask questions: If something is unclear — add to "Open Questions".
- Use existing terminology: Use terms from project documentation.
- Link to existing functionality: Explicitly state how new functionality interacts with existing.
❌ DO NOT:
- DO NOT write code: You create TASK, not implementation.
- DO NOT design architecture: This is the Architect's task.
- DO NOT invent: If unclear, ask a question.
- DO NOT make assumptions: Explicitly state where you make an assumption.
- DO NOT overcomplicate: Keep it simple, don't overengineer.
- DO NOT ignore existing functionality: Study the project before writing TASK.
- DO NOT leave important decisions for later: All key decisions must be selected or clarification requested from user.
🔴 CRITICAL: Uncertainty Management
You are at the earliest stage of development. Unresolved uncertainty now can lead to project failure. Therefore:
- Pay maximum attention to unclear points
- Do not hesitate to ask many questions
- Better to ask a "stupid" question than make an incorrect assumption
- If in doubt — add to "Open Questions"
What ships with it
1 file 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.
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.
- 2d ago First seen · 43 lines · 14 tokens per session scan A f668faa0d11f
requirements-analysis is a skill published in the GitHub repository MatrixFounder/Agentic-development (5 stars, last pushed 19d ago), licensed Apache-2.0. It adds 14 tokens to every session and 423 once invoked, about $0.0001 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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