#!/usr/bin/env bash # marvy-14B quick validation harness. # # Runs the task-coverage probes (Test 2 in VALIDATION.md) against any # OpenAI-compatible endpoint — LM Studio, mlx_lm server, vLLM, etc. — and prints # each artifact plus a lightweight heuristic PASS/FAIL on domain keywords. # # Usage: # bash validate.sh # defaults to LM Studio # BASE_URL=http://localhost:8080/v1 MODEL=marvy-14B bash validate.sh # API_KEY=xxx BASE_URL=https://... MODEL=MainStack/marvy-14B bash validate.sh set -uo pipefail BASE_URL="${BASE_URL:-http://localhost:1234/v1}" # LM Studio default MODEL="${MODEL:-marvy-14B}" API_KEY="${API_KEY:-lm-studio}" TEMP="${TEMP:-0.4}" MAXTOK="${MAXTOK:-700}" SYSTEM="You are a senior ServiceNow delivery consultant. You produce precise, implementation-grade artifacts: business analyses, requirements, solution design documents, user stories with acceptance criteria, test cases, and validation reviews. You favor out-of-the-box capabilities, cite concrete tables/plugins/sys_ids when relevant, and write in clear professional English." # probe | expected-keyword-regex (case-insensitive) for a heuristic pass PROMPTS=( "Write a user story with acceptance criteria for auto-escalating P1 incidents that breach a 15-minute response SLA.|as a.*i want.*so that|acceptance|sla" "Draft the Incident Management section of an SDD for a greenfield ITSM implementation. Include assignment rules and SLA design.|assignment|sla|incident" "Extract structured requirements (id, category, priority, target phase, success metric) from: replace email-based access requests with a catalog item routed for manager approval.|priority|requirement|catalog" "Write a test case for the story: Restrict the Assignment Group field on incidents to groups with the itil role.|pre-condition|step|expected|itil" "Validate this requirement against best practice and list follow-up questions: All incidents must auto-close after 3 days.|follow-up|risk|question" ) command -v jq >/dev/null 2>&1 || { echo "ERROR: jq is required (brew install jq)"; exit 1; } echo "Endpoint: $BASE_URL Model: $MODEL Temp: $TEMP" echo "============================================================" pass=0; total=0 for entry in "${PROMPTS[@]}"; do total=$((total+1)) prompt="${entry%%|*}" rest="${entry#*|}"; regex="$rest" payload=$(jq -n --arg m "$MODEL" --arg s "$SYSTEM" --arg p "$prompt" \ --argjson t "$TEMP" --argjson mx "$MAXTOK" \ '{model:$m,temperature:$t,max_tokens:$mx,messages:[{role:"system",content:$s},{role:"user",content:$p}]}') resp=$(curl -s "$BASE_URL/chat/completions" -H "Content-Type: application/json" \ -H "Authorization: Bearer $API_KEY" -d "$payload") content=$(echo "$resp" | jq -r '.choices[0].message.content // .error.message // "<>"') echo "" echo "### Probe $total: $prompt" echo "------------------------------------------------------------" echo "$content" | head -40 if echo "$content" | grep -iqE "$regex"; then echo ">>> heuristic: PASS" pass=$((pass+1)) else echo ">>> heuristic: REVIEW (expected pattern not matched: $regex)" fi echo "============================================================" done echo "" echo "Heuristic result: $pass/$total probes matched domain patterns." echo "Pass threshold: >= 4/5 with implementation-grade, ServiceNow-specific content." echo "Note: heuristics are a sanity check — read the outputs to judge true quality."