research-discipline SKILL.md skillA
research-discipline from hkuds/vibe-trading is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hkuds/vibe-trading/research-discipline@git:20260706.6c09d25Pins git:20260706.6c09d25 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hkuds/vibe-trading
- Path
agent/src/skills/research-discipline/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260706.6c09d25, committed Jul 6, 2026
- First version recorded
- Jul 6, 2026
- Size
- 2,891 bytes
- Repository stars
- 36,037
- License
- MIT
A short self-bias checklist to run at the START of any investment research task (stock screen / sector study / company deep-dive). Four biases that systematically warp AI research — leader-bias (only big caps), English-bias (miss JP/KR/TW players), narrative-bias (chase concept labels), confirmation-bias (only bullish evidence) — plus recency-bias. Load this first, then research with the corrections in mind. Not a workflow, just a 60-second attitude reset that materially improves coverage and…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# AI Research Bias Self-Check
Run this at the **start** of any research task (screening, sector study, company deep-dive). These biases systematically warp AI-generated research — 60 seconds here materially improves coverage and intellectual honesty.
## The biases and their corrections
| Bias | How it shows | Correction |
|------|--------------|------------|
| **Leader-bias** | Search results are dominated by large-caps; you end up analyzing only the obvious names. | Deliberately search small/mid-caps and suppliers; add `small cap` / `mid cap` / `supply chain` to queries. Ask: "who is NOT in the top-10 that should be here?" |
| **English-bias** | You miss Japanese / Korean / Taiwanese / European players because English sources under-cover them. | For any hardware/supply-chain thesis, explicitly search JP/KR/TW markets in their own languages — they are often the actual choke-point owners. |
| **Narrative-bias** | You get pulled in by a concept label ("AI stock", "new energy") and analyze the marketing instead of the business. | Ignore the label; look at the actual product, unit economics, and financial statements. A company tagged "AI" may have no AI revenue. |
…Read the whole file at its exact version.
How to install
mdr add hkuds/vibe-trading/research-discipline@sha256:be1a1297dbb3eeecThe line at the top of this page pins the label git:20260706.6c09d25, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_lhyvnnw4ocxrnnkb)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Jul 6, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260706.6c09d25 latest | 2026-07-06 | 6c09d25 | 2,891 B | A | view · diff |
| git:20260706.fdc7e19 | 2026-07-06 | fdc7e19 | 2,959 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2891 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
hkuds/vibe-trading · 36,037 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lhyvnnw4ocxrnnkb GET https://markdownregistry.com/api/v1/resolve?ref=hkuds/vibe-trading/research-discipline GET https://markdownregistry.com/api/v1/blob/be1a1297dbb3eeecbed1e8b3fd6898c031c30a2d79ba7a422480a6320c8fd89d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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