architecture-research SKILL.md skillA
architecture-research from majiayu000/spellbook is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add majiayu000/spellbook/architecture-research@git:20260830.6c16220Pins git:20260830.6c16220 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- majiayu000/spellbook
- Path
skills/architecture-research/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260830.6c16220, committed Aug 30, 2026
- Size
- 11,385 bytes
- Repository stars
- 290
- License
- MIT
Evidence-driven architecture research for understanding real systems and making technical decisions. Use when doing architecture landscape studies, source-backed system archaeology, build-vs-buy or adopt/adapt/build decisions, open-source and commercial comparisons, revisiting an earlier architecture choice, or handling requests such as 架构调研, 架构选型, 竞品架构, 技术尽调, 同类方案, 开源替代, how is X built, and what should we learn from X. Do not use for small mechanical changes, market-only discovery, or…
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
# Architecture Research Understand how real systems work before committing to a technical direction. Produce a decision artifact backed by inspectable evidence, not a feature table, vendor narrative, or speculative target architecture. Read both references before completing decision-grade work: - [Architecture lenses](references/architecture-lenses.md) explains how to inspect ownership, authority, wiring, lifecycle, recovery, trade-offs, and adoption risk. - [Evidence matrix and decision template](references/evidence-matrix.md) provides the output structure. ## Operating Contract - Direct actions: read-only discovery, source inspection, local experiments, decision recovery, comparison, and drafting within the requested access path. - Escalate before: paid API use, new accounts or legal terms, publication of non-public findings, remote mutations, or an unauthorized production choice. - Evidence-backed pushback: challenge category errors, unsupported architecture claims, false equivalence, and premature hyperscale design with cited facts. - Feedback loop: test decisive claims, record unknowns and reversal evidence, …
Read the whole file at its exact version.
How to install
mdr add majiayu000/spellbook/architecture-research@sha256:67ab4a9415e809daThe line at the top of this page pins the label git:20260830.6c16220, 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_czxg36brnunjhee2)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 30, 2026.
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 (11385 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
majiayu000/spellbook · 290 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_czxg36brnunjhee2 GET https://markdownregistry.com/api/v1/resolve?ref=majiayu000/spellbook/architecture-research GET https://markdownregistry.com/api/v1/blob/67ab4a9415e809da2e6c68e6568142b068ceb9c018573f0a63d79b706d87fbc9
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.