generate_case_brief
Generate a structured case brief from a support ticket thread: a quick-scan assessment and next step, the current problem, actions taken with outcomes, and key context.
ticket_content必填
io.github.CloudCorpRecords由 GitHub 账号 CloudCorpRecords 发布v0.1.0更新于 Nov 7, 2026
支持工单推理:从文本生成结构化案例简报和L2升级就绪度评分。
AI 翻译由 AI 模型根据下方的原文描述翻译,可能有误。
Support-ticket reasoning: structured case briefs and L2 escalation-readiness scores from text.
Casebrief 的本地 MCP 服务;无需登录;STDIO;2 个工具。
暂无 AI 概览:以下信息来自注册中心条目和服务本身。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
参照 仓库 中的启动说明。
Turn a long, messy support ticket thread into something a human can act on. casebrief is a small client for the CaseMargin ticket-reasoning service: hand it the raw text of a ticket and it hands back either a structured brief of the case — what the problem is, what has already been tried and what happened, and the context that matters — or a readiness score that says whether the ticket is complete enough to escalate to L2, and what is still missing if it is not.
Only the ticket text you pass in ever leaves the machine. Responses come back exactly as the service returned them: nothing is trimmed, renamed or summarised on the way through.
Two environment variables control the client:
CASEMARGIN_API_KEY (optional) — when set, it is sent on
every request as Authorization: Bearer <key>. Leaving
it unset is not an error: brief generation then runs on
the anonymous per-IP tier and the escalation check is
free.CASEMARGIN_API_URL (optional) — API base URL. Defaults
to https://casemargin.com/api (a reconstruction; see
"Endpoint provenance" below).One safety rule governs the key: if the base URL is a
non-https origin other than loopback (localhost,
127.0.0.1, ::1) while a key is configured, every tool
refuses with refusing to send CASEMARGIN_API_KEY over a non-https origin and no request is made, so the key is
never sent in cleartext. An http loopback base — a local
development server, say — is allowed. In this rebuild the
check runs per call rather than at startup, so the server
itself still starts; that is a deliberate, labelled
deviation from the original.
generate_case_brief — a structured brief from a ticket
thread: quick_scan (an assessment, the next step and a
status), full_brief (the current problem, the actions
taken with their outcomes, and key context) and
metadata (input length, brief length and the
compression ratio). ticket_content must be a string of
10 to 50,000 characters.check_escalation_readiness — whether the ticket is
ready for L2: an overall_score from 0 to 100, a
readiness verdict, five scored dimensions
(problem clarity, troubleshooting evidence, business
impact, next action and billing defensibility, each with
a score and a note), the questions L2 is likely to ask
(predicted_l2_questions) and what the ticket still
lacks (missing_items). ticket_content must be a
string of 10 to 20,000 characters.Length validation happens before any request and fails
with ticket_content must be a string of 10 to 50000 characters or ticket_content must be a string of 10 to 20000 characters, depending on the tool. An upstream
non-2xx reply fails with casemargin error: HTTP <status> and an unreachable API with casemargin unreachable.
The README for the original service pins the environment variable names, the header-based key, the length bounds and the refusal rule above, but it does not pin the default base URL or the two request paths. Those three pieces are reconstructions, labelled as such:
https://casemargin.com/api —
reconstruction.POST <base>/case-brief with JSON body
{"ticket_content": "..."} — reconstruction (used by
generate_case_brief).POST <base>/escalation-readiness with the same body
shape — reconstruction (used by
check_escalation_readiness).Each tool is a subcommand taking one JSON argument string:
Output is the tool's result text (the upstream JSON on
success). Exit codes: 0 on success, 1 on a runtime
error (including a validation, refusal or upstream
failure), 2 on a usage error.
MCP client config (the key is optional; provide it through the client's environment when you have one):
MIT — Copyright (c) 2026 Rene Turcios
来源:README.md,提交 766732e
Generate a structured case brief from a support ticket thread: a quick-scan assessment and next step, the current problem, actions taken with outcomes, and key context.
ticket_content必填Score whether a support ticket is ready to escalate to L2: an overall 0–100 score, a dimensional breakdown, predicted L2 questions, and missing items.
ticket_content必填已满足适用检查项的 90%
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。
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。
npx @reneturcios/casebrief generate_case_brief '{"ticket_content":"Customer reports the export fails since Tuesday..."}'npx @reneturcios/casebrief check_escalation_readiness '{"ticket_content":"Customer reports the export fails since Tuesday..."}'npx @reneturcios/casebrief --versionnpx -y @reneturcios/casebrief mcp{ "mcpServers": { "casebrief": { "command": "npx", "args": ["-y", "@reneturcios/casebrief", "mcp"], "env": { "CASEMARGIN_API_KEY": "<your key>" } } }}docker run -i ghcr.io/cloudcorprecords/casebriefdocker run --rm ghcr.io/cloudcorprecords/casebrief generate_case_brief '{"ticket_content":"Customer reports the export fails since Tuesday..."}'npm installnpm run build # tsc -> dist/npm test # tsx --test test/*.test.ts (fake fetch only, no network)npm run dev # run the CLI from source