analyze-research SKILL.md skillA
analyze-research from devcodex-labs/devcodex is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add devcodex-labs/devcodex/analyze-research@git:20260730.6ee304aPins git:20260730.6ee304a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- devcodex-labs/devcodex
- Path
content/skills/analyze-research/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260730.6ee304a, committed Jul 30, 2026
- Size
- 3,578 bytes
- Repository stars
- 432
- License
- AGPL-3.0
技术调研子类型规范 — 技术选型/可行性评估/根因调查，只读工作流.
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
# Analyze Research Skill > 子类型标识：`analyze.research` ## 触发条件 用户要求**调研、评估或比较**某技术方案，主要目标是获得信息和建议（而非直接实施）。 | 场景 | 示例 | |------|------| | 技术选型 | "对比 Redis/Memcached，推荐缓存方案" | | 可行性评估 | "评估引入 GraphQL 的成本和收益" | | 概念验证 | "验证 WebSocket 在我们架构下是否可行" | | 依赖调研 | "调研 `@org/lib` 是否满足需求" | | 根因调查 | "找出导致内存持续增长的根因" | | 隐性推荐/取舍 | 用户问"是否应该""哪个更好""有没有更好建议"，且结论会影响技术路线、产品/项目选择、时间/金钱投入或长期维护成本 | ## ⛔ 只读原则 调研过程中**禁止修改任何项目源码文件**。若结论需要代码变更，在报告中说明并建议切换到 dev/fix 工作流。 ## 执行流程 | 步骤 | 动作 | |------|------| | 1 | 明确调研问题（一句话核心问题） | | 2 | 确认调研范围（深度 + 技术栈约束） | | 3 | 收集信息（profile + 源码 + 同类产品 / 项目 / 模块对比 + 依赖文档）并建立关联文件集合 | | 4 | 分析评估（按调研类型，至少 3 轮） | | 5 | 收敛前再跑一次 CRS，确认关联文件集合无遗漏 | | 6 | PCV（收敛后汇总验证，含合理性 + 可实施性 + 收益） | | 7 | 输出明确结论（禁止模糊结论） | | 8 | 输出调研报告 | ## 统一联查矩阵（research 最小动作） - `research` 默认执行 analyze-lite 联查：关键词提取 → 关联文件集合 → 收敛前再跑一次 CRS - 命中控制面、多真相源、模板-示例-校验链或单轮发现 ≥5 条 / 出现 🔴 问题时，应主动建议升级到 `audit` - `ComparativeResearchGate` 命中时，先比较同类产品 / 项目 / 本仓库相似模块 / 已有设计；若属于纯解释、低风险本地事实或用户明确要求快速答复，记录 `N/A + skipReason`，不得把普通问答默认升级成重调研 - 输入来自审查报告、AI review finding、audit issue 或代码评审发现时，必须执行 `ReviewFindingIntakeGate`：先把报告当线索补本地证据，再区分 must-fix、设计如此、用户决策、文档/实现漂移、测试覆盖缺口和未复现项 ## 各类型输出格式 **技术选型**： ```text 推荐：[方案名] …
Read the whole file at its exact version.
How to install
mdr add devcodex-labs/devcodex/analyze-research@sha256:6e9772a5947b38abThe line at the top of this page pins the label git:20260730.6ee304a, 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_yghjfra6fsr246lx)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 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 (3578 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
devcodex-labs/devcodex · 432 stars · license AGPL-3.0 · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_yghjfra6fsr246lx GET https://markdownregistry.com/api/v1/resolve?ref=devcodex-labs/devcodex/analyze-research GET https://markdownregistry.com/api/v1/blob/6e9772a5947b38abbd0e023ec5c3c95049f53c4e753fe5e0dcb9fcb70b6e1c90
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.