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 it235/multica-best-practices --skill multica-requirement-analysisgit clone --depth 1 https://github.com/it235/multica-best-practicesWrote 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/it235/multica-best-practices/multica-requirement-analysis)<a href="https://agentmods.dev/skills/it235/multica-best-practices/multica-requirement-analysis"><img src="https://agentmods.dev/badge/skills/it235/multica-best-practices/multica-requirement-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/it235/multica-best-practices/multica-requirement-analysis"><img src="https://agentmods.dev/badge/skills/it235/multica-best-practices/multica-requirement-analysis.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 | $0.00032 | $0.00250 |
| Opus 5 | $0.00016 | $0.00125 |
| Sonnet 5 | $0.00006 | $0.00050 |
| Haiku 4.5 | $0.00003 | $0.00025 |
Grade A, and why
multica-requirement-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 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.
What it actually says
Requirement Analysis
Purpose
Turn an Issue into a clear, actionable engineering task.
Process
- Identify the business goal.
- Identify the expected behavior.
- Identify the explicit scope.
- Identify the non-goals.
- Identify the constraints.
- Identify the acceptance criteria.
- Identify ambiguities.
- Identify dependencies.
Output
- Goal: what problem to solve
- Scope: what will change
- Non-goals: what explicitly won't change
- Acceptance criteria: testable check items
- Constraints: compatibility / performance / security / time
- Dependencies: prerequisites
- Open questions: items needing clarification
Rule
Don't silently digest ambiguous requirements.
If an ambiguity would materially affect the implementation:
→ BLOCKED → Ask for clarification.
Why this works
Ambiguity at the requirement stage gets amplified at every later stage. Blocking ambiguity with BLOCKED is far cheaper than letting 5 Agents each guess differently.
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 First seen · 45 lines · 32 tokens per session scan A b1eda14e4727
multica-requirement-analysis is a skill published in the GitHub repository it235/multica-best-practices (108 stars, last pushed yesterday), licensed MIT. It adds 32 tokens to every session and 250 once invoked, about $0.0002 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 2026-08-30.
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