research SKILL.md skillA
research from bmtrnavsky/disciplined-vibe-coding is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add bmtrnavsky/disciplined-vibe-coding/research@git:20261027.93e47a5Pins git:20261027.93e47a5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- bmtrnavsky/disciplined-vibe-coding
- Path
skills/research/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261027.93e47a5, committed Oct 27, 2026
- First version recorded
- Sep 13, 2026
- Size
- 1,658 bytes
- Repository stars
- 14
- License
- a license file GitHub does not identify
Use before building anything novel, modifying unfamiliar code, ranking unfamiliar tech, or whenever a library/API is involved. Logs every consultation to `.pipeline/read.log`. (Lineage: godmode/reference-engine, godmode/github-search, agent-skills/api-design).
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
# Research — read it before you build on it ## Prime directive Documentation and prior art come first; implementation theory comes second. ## Steps (in order) 1. **Docs on every dependency** — quickstart, API ref, pitfalls. Docs tools over parametric memory. Never write against an API from memory. 2. **Log every consultation** to `.pipeline/read.log` (what, when, why). Audit trail; feeds read-check hook. 3. **Prior art before invention** — "could an existing tool/model/service do this?" is required. Provider-managed over hand-rolled. 4. **Read before modifying** — file, imports/callers, tests. 5. **Carry sources forward** into plan citations. ## Cognitive traps - "This pattern is standard" — version drift breaks "standard" code. - "Searching wastes tokens" — a failed implement-debug-revert cycle costs ten times a read. - "Reading code is researching" — code says what it does; docs say what it's supposed to do. ## Guardrails - No API in a plan without docs consulted. - No new dependency without existing-solution check. ## Rung scaling (economy ladder) Full-spec and above: all five steps every time. Micro-spec: steps 1, 2, …
Read the whole file at its exact version.
How to install
mdr add bmtrnavsky/disciplined-vibe-coding/research@sha256:02709f2f52ca771eThe line at the top of this page pins the label git:20261027.93e47a5, 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_g6a3epvwr7iogfje)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Sep 13, 2026 and Oct 27, 2026, about one every 22 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261027.93e47a5 latest | 2026-10-27 | 93e47a5 | 1,658 B | A | view · diff |
| git:20261025.a1e86e0 | 2026-10-25 | a1e86e0 | 1,360 B | A | view · diff |
| git:20260913.7de9794 | 2026-09-13 | 7de9794 | 1,354 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 (1658 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
bmtrnavsky/disciplined-vibe-coding · 14 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_g6a3epvwr7iogfje GET https://markdownregistry.com/api/v1/resolve?ref=bmtrnavsky/disciplined-vibe-coding/research GET https://markdownregistry.com/api/v1/blob/02709f2f52ca771e6e25c4ae319474e5cf56f6ec181a19f8ce1a81cd6a4959dc
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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