io.github.CloudCorpRecords/casebrief
Support-ticket reasoning: structured case briefs and L2 escalation-readiness scores from text.
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generate_case_brief— a structured brief from a ticketcheck_escalation_readiness— whether the ticket is
التثبيت
أضف هذا إلى إعدادات MCP في عميلك (Claude Desktop: claude_desktop_config.json، وCursor: .cursor/mcp.json، ويستخدم VS Code وغيره الصيغة نفسها «mcpServers»).
@reneturcios/casebriefclaude mcp add casebrief -- npx -y @reneturcios/casebrief@0.1.0 mcp
{
"mcpServers": {
"casebrief": {
"command": "npx",
"args": [
"-y",
"@reneturcios/casebrief@0.1.0",
"mcp"
]
}
}
}
ghcr.io/cloudcorprecords/casebrief:0.1.0claude mcp add casebrief -- docker run -i --rm ghcr.io/cloudcorprecords/casebrief:0.1.0 mcp
{
"mcpServers": {
"casebrief": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/cloudcorprecords/casebrief:0.1.0",
"mcp"
]
}
}
}
التوثيق
مأخوذ من ملف README للمشروع على GitHub ويُحدَّث أسبوعيًا. تفتح الروابط على GitHub.
casebrief
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.
Configuration
Two environment variables control the client:
CASEMARGIN_API_KEY(optional) — when set, it is sent on every request asAuthorization: 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 tohttps://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.
Tools
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) andmetadata(input length, brief length and the compression ratio).ticket_contentmust be a string of 10 to 50,000 characters.check_escalation_readiness— whether the ticket is ready for L2: anoverall_scorefrom 0 to 100, areadinessverdict, five scoreddimensions(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_contentmust 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.
Endpoint provenance
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:
- Default base
https://casemargin.com/api— reconstruction. POST <base>/case-briefwith JSON body{"ticket_content": "..."}— reconstruction (used bygenerate_case_brief).POST <base>/escalation-readinesswith the same body shape — reconstruction (used bycheck_escalation_readiness).
CLI
Each tool is a subcommand taking one JSON argument string:
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 --version
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 server
npx -y @reneturcios/casebrief mcp
MCP client config (the key is optional; provide it through the client's environment when you have one):
{
"mcpServers": {
"casebrief": {
"command": "npx",
"args": ["-y", "@reneturcios/casebrief", "mcp"],
"env": {
"CASEMARGIN_API_KEY": "<your key>"
}
}
}
}
Docker
docker run -i ghcr.io/cloudcorprecords/casebrief
docker run --rm ghcr.io/cloudcorprecords/casebrief generate_case_brief '{"ticket_content":"Customer reports the export fails since Tuesday..."}'
Development
npm install
npm run build # tsc -> dist/
npm test # tsx --test test/*.test.ts (fake fetch only, no network)
npm run dev # run the CLI from source
License
MIT — Copyright (c) 2026 Rene Turcios
الأسئلة الشائعة
ما هو io.github.CloudCorpRecords/casebrief؟
Support-ticket reasoning: structured case briefs and L2 escalation-readiness scores from text.
كيف أثبّت io.github.CloudCorpRecords/casebrief؟
يعمل على جهازك. في Claude Code: claude mcp add casebrief -- npx -y @reneturcios/casebrief@0.1.0 mcp. وفي العملاء الآخرين، الصق إعداد JSON من هذه الصفحة في إعدادات MCP الخاصة بهم.
هل يحتاج io.github.CloudCorpRecords/casebrief إلى مفتاح API؟
لا يذكر إدراجه في السجل أي مفتاح أو سر إلزامي. قد تتطلب بعض الميزات حسابًا لدى الخدمة التي يتصل بها.
هل io.github.CloudCorpRecords/casebrief مفتوح المصدر؟
نعم. شيفرته متاحة على GitHub بترخيص MIT.
من يصون io.github.CloudCorpRecords/casebrief؟
ينشره CloudCorpRecords. يدرجه AI.tn لكنه لا يصونه ولا يوصي به.
من سجل MCP الرسمي. الإدراج ليس توصية: راجع شيفرة الخادم وصلاحياته قبل منحه الوصول إلى بياناتك.