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 AndreVianna/aid-methodology --skill aid-definegit clone --depth 1 https://github.com/AndreVianna/aid-methodologyWrote 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/andrevianna/aid-methodology/aid-define)<a href="https://agentmods.dev/skills/andrevianna/aid-methodology/aid-define"><img src="https://agentmods.dev/badge/skills/andrevianna/aid-methodology/aid-define/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/andrevianna/aid-methodology/aid-define"><img src="https://agentmods.dev/badge/skills/andrevianna/aid-methodology/aid-define.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 164 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00108 | $0.02735 |
| Opus 5.5 | $0.00043 | $0.01094 |
| Sonnet 5.5 | $0.00022 | $0.00547 |
| Haiku 4.5 | $0.00011 | $0.00274 |
Grade A, and why
aid-define 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 26d 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 — 249 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Feature Definition from Approved Requirements
Agents Involved
aid-define is multi-agent — different states use different agents.
| State | Phase | Agent | Why |
|---|---|---|---|
| 5 FEATURE-DECOMPOSITION | Feature Decomposition | aid-architect |
Design work — breaking requirements into structured features |
| 6 CROSS-REFERENCE | Cross-Reference & Refine | aid-reviewer |
Adversarial validation against KB and codebase |
| 7 DONE | DONE | (no dispatch) | Terminal state, user choice prompt |
Decompose approved REQUIREMENTS.md into ### Feature NNN sections under § 11, then
cross-reference the
result against the Knowledge Base and codebase. Produces REQUIREMENTS.md §11 feature sections
ready for /aid-specify.
Precondition: ## Interview State: Approved must be present in .aid/works/{work}/STATE.md.
If requirements are not yet approved, run /aid-describe {work} first to gather and
approve requirements.
Workspace structure:
.aid/
knowledge/ <- shared KB (populated by /aid-discover)
work-001-name/
STATE.md <- process (Interview State: Approved, Cross-Reference, Features State)
REQUIREMENTS.md <- approved requirements (/aid-describe) + §11 Features
(this skill) + each feature's Technical Specification
(/aid-specify). Features are sections; they have no
folders and no files of their own.
State keys.
interview.state/interview.grade/interview.sections[]andfeatures[]are real keys inwork-state-template.yml-- this skill creates onefeatures[]entry per### Feature NNNsection it appends toREQUIREMENTS.md § 11, and/aid-specifyupdates it as each feature advances. A per-feature "Cross-Reference" status and a Q&A-adjacent "Review History" list, as used below, do still carry no dedicated key -- they describe this skill's aspirational tracking design rather than a writable structure, and that remains an open schema gap. The Review History list now has a real target of its own, thereview_historysequence, and Cross-phase Q&A entries have theqasequence.
What ships with it
6 files 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.
- 26d ago Changed 308c2cc9e074
- 1mo ago Changed · -2 lines 331442a15186
- 2mo ago Changed · +3 lines 783c8249a1d1
- 2mo ago First seen · 248 lines · 108 tokens per session scan A 965bf2435c77
aid-define is a skill published in the GitHub repository AndreVianna/aid-methodology (6 stars, last pushed 11d ago), licensed MIT. It adds 108 tokens to every session and 2,735 once invoked, about $0.0004 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.
aid-define compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| aid-defineAndreVianna/aid-methodology | Skill | 6 | 11d ago | MIT | A | 108 | Claude Code |
| imagegenopenai/codex | Skill | 134k | today | Apache-2.0 | A | 113 | Codex |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | yesterday | MIT | A | 200 | Claude Code, Codex |
| playwright-climicrosoft/playwright | Skill | 100k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| browser-automationopenclaw/openclaw | Skill | 394k | today | MIT | A | 36 | Claude Code |
| systematic-debuggingobra/superpowers | Skill | 314k | 4d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 95 | Claude Code |