research SKILL.md skillA

research from int2t05/engineering-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add int2t05/engineering-skills/research@git:20261015.f440cbb

Pins git:20261015.f440cbb in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
int2t05/engineering-skills
Path
skills/02-research/research/SKILL.md
Versions recorded
5
Latest version
git:20261015.f440cbb, committed Oct 15, 2026
First version recorded
Aug 14, 2026
Size
2,592 bytes
Repository stars
3
License
MIT

Investigate a question using verifiable sources and comparable criteria. Triggers on "deep research", "调研报告".

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

## When to use

- Investigate a question using verifiable sources and comparable criteria.

**Not for:** design-research for visuals; spec for requirements.

## Steps

1. Agree the question, decision, coverage and output path; choose general, market or tech-selection mode.

2. Read primary documentation and relevant real repository files. Record source, commit and implementation evidence; report unavailable community sources.

3. Compare candidates on the same requirements. Separate facts, inference and uncertainty; failed searches do not prove absence.

4. Lead with usefulness, applicability and recommendation, then evidence and limits. Explain what additional evidence could change the decision.

**Output:** Suggested paths, subject to [human audit](../../../references/human-audit.md): `docs/research/YYYY-MM-DD-<slug>.md`, `docs/research/market.md` or `docs/research/competitor.md`; prefer its existing owner.

## Verify

- Claims trace to retrieved evidence; candidates share criteria and missing coverage is explicit.

## References

- [engineering-principles.md](../../../references/engineering-principles.md) — shared decision boundaries, scope and verification.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add int2t05/engineering-skills/research@sha256:bee42ca626bbf67a

The line at the top of this page pins the label git:20261015.f440cbb, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_zmgivrcojxt3pk2n.svg)](https://markdownregistry.com/a/art_zmgivrcojxt3pk2n)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Aug 14, 2026 and Oct 15, 2026, about one every 15 days.

versioncommittedcommitsizeaudit
git:20261015.f440cbb latest2026-10-15 f440cbb 2,592 BA view · diff
git:20261008.a85674e2026-10-08 a85674e 11,245 BA view · diff
git:20260819.8249d622026-08-19 8249d62 10,830 BA view · diff
git:20260818.235f6302026-08-18 235f630 9,777 BA view · diff
git:20260814.af91fa02026-08-14 af91fa0 9,317 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2592 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

GitHub

int2t05/engineering-skills · 3 stars · license MIT · pushed 2026-10-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zmgivrcojxt3pk2n
GET https://markdownregistry.com/api/v1/resolve?ref=int2t05/engineering-skills/research
GET https://markdownregistry.com/api/v1/blob/bee42ca626bbf67a0bbf632f8b8eb4ce6fe121cc1f9c39bb76caa7250f5c2b72

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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int2t05/engineering-skills · skills/03-design/domain-modeling/SKILL.md · Clarify domain terms, invariants and ownership from real scenarios. Triggers on "domain model", "领域模型".
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int2t05/engineering-skills · skills/03-design/frontend-design/SKILL.md · Design or improve an interface and validate its rendered behavior. Triggers on "frontend", "组件设计".
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Every file in int2t05/engineering-skills

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