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 dandacompany/vibe-finance-kit --skill finance-research-disciplinegit clone --depth 1 https://github.com/dandacompany/vibe-finance-kitWrote 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/dandacompany/vibe-finance-kit/finance-research-discipline)<a href="https://agentmods.dev/skills/dandacompany/vibe-finance-kit/finance-research-discipline"><img src="https://agentmods.dev/badge/skills/dandacompany/vibe-finance-kit/finance-research-discipline/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/dandacompany/vibe-finance-kit/finance-research-discipline"><img src="https://agentmods.dev/badge/skills/dandacompany/vibe-finance-kit/finance-research-discipline.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 | $0.00442 |
| Opus 5.5 | $0.00021 | $0.00177 |
| Sonnet 5.5 | $0.00010 | $0.00088 |
| Haiku 4.5 | $0.00005 | $0.00044 |
Grade A, and why
finance-research-discipline 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 2mo 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
Finance Research Discipline
금융 리서치를 시작할 때 먼저 적용한다. 목표는 많은 숫자가 아니라 그 시점에 알 수 있었던 근거를 남기는 것이다.
Workflow
- 질문을
대상·기준일·비교 기준·판단 범위한 문장으로 고정한다. - 각 지표에 공식 또는 1차 출처,
as_of,available_at, 통화, 단위, 산식을 기록한다. - 동일 숫자를 독립 출처 또는 원문 응답으로 교차 확인한다.
- 결측은 추정하지 않고
null과 이유를 남긴다. - 지지 근거와 반대 근거를 각각 최소 하나 수집한다.
- 결과를
사실,해석,미해결 경고로 분리한다.
Bias check
- 최근 데이터만 보고 장기 맥락을 버리지 않았는가
- 유명 상품만 보고 비교 대상을 누락하지 않았는가
- “저평가” 같은 서사를 먼저 정하고 숫자를 맞추지 않았는가
- 현재 정정된 과거 값을 당시에도 알 수 있었다고 가정하지 않았는가
Hard gates
- 출처 URL 또는 원문 식별자가 없으면 숫자를 확정하지 않는다.
as_of와available_at을 구분할 수 없으면 백테스트 입력으로 승격하지 않는다.- 통화·단위·산식이 다른 값은 같은 열에서 직접 비교하지 않는다.
- 이 Skill의 출력은 주문 지시가 아니다. 주문 프로젝트나 증권사 도구를 호출하지 않는다.
자세한 산출물 필드는 evidence-contract.md를 읽는다.
What ships with it
2 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.
- 2mo ago First seen · 34 lines · 52 tokens per session scan A 12cdfcbb4b3f
finance-research-discipline is a skill published in the GitHub repository dandacompany/vibe-finance-kit (1 stars, last pushed 2mo ago), licensed MIT. It adds 52 tokens to every session and 442 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 2026-08-31.
finance-research-discipline compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| finance-research-disciplinedandacompany/vibe-finance-kit | Skill | 1 | 2mo ago | MIT | A | 52 | Codex |
| joinquant-skillgaaiyun/joinquant-skill | Skill | 91 | 4d ago | none | A | 144 | Claude Code, Codex |
| dcf-valuationnexu-io/open-design | Skill | 106k | yesterday | Apache-2.0 | A | 55 | Claude Code, Codex |
| tushareHKUDS/Vibe-Trading | Skill | 38k | yesterday | MIT | A | 79 | Claude Code, Codex |
| social-media-intelligenceHKUDS/Vibe-Trading | Skill | 38k | yesterday | MIT | A | 28 | Claude Code, Codex |
| vibe-tradingHKUDS/Vibe-Trading | Skill | 38k | yesterday | MIT | A | 172 | Claude Code, Codex |
| geopolitical-riskHKUDS/Vibe-Trading | Skill | 38k | yesterday | MIT | A | 34 | Claude Code, Codex |