Hex Research

io.github.levnikolaevich由 GitHub 账号 levnikolaevich 发布v0.2.1更新于 Oct 24, 2026

Research graph MCP for hypotheses, goals, runs, source quality, audits, and generated maps.

已验证STDIO仅桌面知识与记忆数据与分析

概览

AI 生成的概览

本地研究图谱 MCP 服务器，用于组织假设、目标、运行记录、来源质量、审计与生成的图谱。

可以做什么
  • 清单未列出任何工具，能力仅来自描述：维护由假设、目标和运行记录构成的研究图谱。
  • 评估来源质量并记录审计。
  • 基于研究图谱生成图谱。
  • README 介绍的是另一套面向产品发现、架构、交付规划、实现、质量保证、发布、运维与工程基础的技能与插件，并未说明本服务器的工具。
适用场景
当你希望助手把假设、目标、运行记录和来源评估集中保存在一张结构化图谱中，而不是散落在笔记里时，可以考虑使用。README 的技能目录属于另一款产品，若需那些工作流，请先核实软件包本身。
运行要求
以本地 stdio 进程运行，从 npm 包 @levnikolaevich/hex-research-mcp 安装，需要 Node.js 与 npm。未声明任何认证、环境变量或请求头。仅支持桌面客户端，不提供网页可执行版本。
安装前请注意
不索取任何凭据，但会写入假设、运行记录和审计等研究数据，请确认其存储内容与位置。README 主要介绍无关的 Claude Code 与 Codex 插件，安装前请核实实际工具集与行为。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Hex Research，将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only，通过 STDIO。 STDIO 服务会启动本地进程，因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

Claude-Codex Skills

Open-source standalone agent skills, distributed as plugins for Claude Code and OpenAI Codex, help turn product ideas, code fixes, architecture reviews and deployments into scoped work with a verifiable result. Each workflow defines what to check, what it may change, and how to report evidence and remaining gaps.

Project page · Install · Full catalog

Choose a route

Choose by the result you need. Each skill works independently.

Your taskPluginResult
Is this idea worth building?product-discovery-suiteOpportunity assessment, requirements, or interaction design.
How should this system change?architecture-suiteSystem map, design decision, or migration plan.
Is this plan ready to implement?delivery-planning-suiteReviewed plan, ordered work, and test strategy.
Fix, upgrade, simplify, or speed up this code.implementation-suiteScoped change with behavior and benefit checks.
Set up lint, type or architecture checks that enforce project rules.implementation-suiteVerified quality gates, with project compliance reported separately.
What could go wrong with this delivery or codebase?quality-assurance-suiteEvidence-backed findings or scoped acceptance tests.
Get this change published or deployed.delivery-suiteAuthorized publication or deployment, verified at its destination.
Why did this fail, or did the feature help?operations-suiteIncident diagnosis or product outcome assessment.
Can I trust the instructions in this skill?skill-maintenance-suiteSkill boundaries, consistency, and distribution review.
Prepare Docker containers, configuration, access control or recovery.engineering-foundation-suiteNative technical contracts and verified changes.

Install

For a feature or fix, start with implementation-suite. Replace it with another plugin from Choose a route for a different task.

Claude Code:

text
/plugin marketplace add levnikolaevich/claude-code-skills/plugin install implementation-suite@levnikolaevich-skills-marketplace/reload-plugins

Codex:

text
codex plugin marketplace add levnikolaevich/claude-code-skillscodex plugin add implementation-suite@levnikolaevich-skills-marketplace

Invoke a skill by its full name: /implementation-suite:ln-41-surgical-change-implementer in Claude Code or $ln-41-surgical-change-implementer in Codex, followed by your task. For example: “Fix the total calculation when an item has a discount. Preserve the current rounding rules.”

For personal defaults shared by Claude Code and Codex, use the optional user instructions template and connection guide. Personalize and merge it into your existing configuration; plugin installation does not change global instructions.

Lifecycle and plugins

Product Discovery Suite

Decide what is worth building, who it serves, and what a useful first version must do.

IndexSkillPurpose
11Opportunity EvaluatorEvaluates new product opportunities through demand, channels and economics before committing to build.
12Product Requirements BuilderDefines product requirements, business rules and acceptance criteria for a committed intent; edits product docs only.
13Interaction Design BuilderDesigns user flows, interaction states and mockups for a defined product scope; does not implement UI code.

Architecture Suite

Understand the system you have and choose changes with clear boundaries, tradeoffs, and recovery paths.

IndexSkillPurpose
21System Design Baseline BuilderDefines measurable architecture drivers and constraints before system design; edits architecture docs only.
22Current Architecture DocumenterDocuments current architecture from implementation evidence; does not propose a target or audit fitness.
23System Design Proposal BuilderDesigns target system boundaries, contracts and tradeoffs from requirements; does not plan tasks or implement.
24Architecture Decision RecorderRecords one architecture decision with alternatives, consequences and status; does not design the whole system.
25Architecture Diagram BuilderCreates evidence-backed current or target architecture diagrams; not UI design.
26Architecture Migration PlannerPlans architecture migrations with compatibility, data safety, rollout and recovery; does not execute them.

Delivery Planning Suite

Find missing decisions and risky dependencies before they become implementation rework.

IndexSkillPurpose
31Delivery Plan BuilderBuilds dependency-ordered delivery plans from requirements and repository evidence; read-only.
32Test Strategy PlannerPlans risk-based test portfolios and acceptance evidence; does not write or execute tests.
33Plan ReviewerReviews a concrete implementation plan for missing decisions, feasibility and risk before execution; read-only.

Implementation Suite

Fix the cause, reuse what already works, and keep changes focused on a verified outcome.

IndexSkillPurpose
41Surgical Change ImplementerImplements one scoped product feature or fix using existing contracts; not upgrades, performance tuning or establishing cross-cutting technical foundations.
42Dependency UpgraderUpgrades dependencies in reversible batches with version-specific compatibility and regression checks.
43Code ModernizerModernizes a bounded capability to reduce demonstrated maintenance cost; not routine upgrades or performance tuning.
44Performance OptimizerProfiles and improves a measured performance bottleneck; retains only verified improvements.
45Benchmark ComparatorCompares tools or implementations through controlled benchmarks and independent correctness checks.
46Quality Gate EngineerConfigures and verifies lint, type, architecture and other engineering checks; not product cleanup, policy invention or deployment redesign.

Quality Assurance Suite

Find gaps that could break a release, mislead a maintainer, or make a passing test meaningless.

IndexSkillPurpose
51Acceptance Test BuilderBuilds, updates or retires scoped acceptance tests and verifies execution; does not repair product code.
52Delivery ReviewerReviews a completed change for acceptance, regressions and release risk; read-only, not a whole-codebase audit.
53Documentation AuditorAudits documentation and comments for trust, coverage, consistency and freshness; read-only.
54Codebase AuditorAudits cross-cutting codebase health, security and maintainability; not a single-change review or specialist audit.
55Test Suite AuditorAudits existing tests for risk coverage, reliable oracles and maintenance value; does not edit tests.
56Architecture AuditorAudits implemented architecture boundaries, dependencies and ownership; not target design or plan review.
57Persistence AuditorAudits queries, transactions, consistency and persistence resource lifetimes; read-only.

Delivery Suite

Publish the intended changes and verify what reached the remote repository or target environment.

IndexSkillPurpose
61Repository PublisherCommits, pushes and remotely verifies authorized repository changes; does not create releases.
62Release PublisherPrepares and publishes an explicitly requested tagged GitHub release; does not deploy applications.
63Deployment EngineerPrepares delivery pipelines and remote infrastructure, then executes authorized rollouts; not standalone quality-gate setup or local container packaging.
64Community AnnouncerDrafts or publishes authorized, fact-checked GitHub Discussions announcements; does not create releases.

Operations Suite

Turn incidents and product signals into evidence for the next recovery or product decision.

IndexSkillPurpose
71Operations InvestigatorDiagnoses incidents from operational evidence and proposes recovery; does not change live systems.
72Product Outcome EvaluatorEvaluates observed product outcomes against a prior hypothesis; does not run experiments or change user treatment.

Skill Maintenance Suite

Make skills easier to invoke correctly, follow consistently, and verify before distribution.

IndexSkillPurpose
81Skill ReviewerReviews skill instructions, trigger boundaries and distribution contracts; not product code.

Engineering Foundation Suite

Establish and verify project technical foundations using native stack mechanisms, explicit contracts and safe recovery.

IndexSkillPurpose
91Engineering Baseline BuilderCreates project technical rules and recurring local procedures from the actual stack; edits guidance only, not architecture targets or application code.
92Container EngineerBuilds, hardens or reviews container images and local runtime packaging with startup and shutdown evidence; not remote deployment or host administration.
93Configuration EngineerEstablishes configuration ownership, validation, secret boundaries and environment isolation; not credential identity policy or live deployment.
94Authentication EngineerImplements or repairs identity verification and session or credential lifecycle; not operation permissions, resource access policy or a new identity provider by default.
95Resource Authorization EngineerImplements permissions and tenant or owner scoped resource access while preserving approved grants; not authentication or role redesign.
96Error Handling EngineerImplements safe error boundaries, cancellation and user recovery contracts; not telemetry pipelines or durable retry machinery.
97Observability EngineerImplements structured diagnostics, correlation and justified metrics or traces; not incident investigation or a mandatory telemetry platform.
98Mutation Reliability EngineerImplements transactions, idempotency and interrupted-operation recovery; not schema migration or a mandatory background-job platform.
99Database Lifecycle EngineerPrepares and verifies schema migrations, database roles and isolated recovery or test resources; not query tuning or runtime mutation orchestration.

Update an installed plugin

For a Git-backed marketplace, refresh the catalog, then update your plugin:

text
claude plugin marketplace update levnikolaevich-skills-marketplaceclaude plugin update implementation-suite@levnikolaevich-skills-marketplace
codex plugin marketplace upgrade levnikolaevich-skills-marketplacecodex plugin add implementation-suite@levnikolaevich-skills-marketplace

For a local-directory marketplace, update its checkout first, then refresh the installed plugin; Codex marketplace upgrade supports Git sources only. Follow Claude's reload/restart instruction and start a new Codex session. Source edits alone do not refresh the installed cache or an existing session.

License

MIT

来源：README.md，提交 e688949

工具

0
SourceWeft 尚未在沙箱中启动过该软件包，因此其工具未知。

版本历史

1
  1. v0.2.1最新Sep 16, 2026

评分

已满足适用检查项的 50%

该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。

  • 近 30 天内可连通25 分

    请保持端点能够响应 MCP 握手；SourceWeft 每 30 天探测一次。

  • 已声明认证方式10 分

    请在注册中心条目中声明凭据请求头，或保持端点能够响应探测，以便判定其认证方式。

  • 已列出工具15 分

    请让服务器在无凭据时响应 tools/list，或发布可在沙箱中无凭据启动的软件包。

  • 描述必需15 分
  • 图标10 分
  • 文档15 分
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