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 MatrixFounder/Agentic-development --skill requirements-analysisgit clone --depth 1 https://github.com/MatrixFounder/Agentic-developmentWrote 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/matrixfounder/agentic-development/requirements-analysis)<a href="https://agentmods.dev/skills/matrixfounder/agentic-development/requirements-analysis"><img src="https://agentmods.dev/badge/skills/matrixfounder/agentic-development/requirements-analysis/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/matrixfounder/agentic-development/requirements-analysis"><img src="https://agentmods.dev/badge/skills/matrixfounder/agentic-development/requirements-analysis.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 | $0.00014 | $0.00423 |
| Opus 5.5 | $0.00006 | $0.00169 |
| Sonnet 5.5 | $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 8d 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.
- 8d ago Changed 4af32bc2c184
- 1mo 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 (6 stars, last pushed yesterday), licensed Apache-2.0. It adds 14 tokens to every session and 423 once invoked, about $0.0001 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 2026-08-31.
Other skills, from other repositories
08-debug
Reproduce and fix a known bug, or find an unknown root cause by hypothesis validation. Use when the user wants to fix a bug, find why something breaks, or reopen a stuck investigation. Not for building a feature or reviewing a diff.
workflow
Perform any development work on the ambient-ui component. Full workflow instructions.
chimera-write-the-check-before-the-code
A criterion written after the implementation describes the implementation. Write the failing check first, watch it fail, then build.
Learn what defines effective BDD scenarios
Interactive guidance on writing complete, effective BDD scenarios for story-flow.
hatch3r-bug-fix
Step-by-step bug fix workflow. Diagnose root cause, implement minimal fix, write regression test. Use when fixing bugs, working on bug report issues, or when the user mentions a bug.
ap-policies
Attach a completion policy gate (shell check or judge-agent rubric) to a session or fan-in group so turn-end only passes when the gate is green, then optionally auto-commit pending human ack. Use when the user says "gate this session on tests passing", "attach a policy", "commit only if tests are green", "judge…