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#!/usr/bin/env bash
# ============================================================
# check-models.sh
# Standalone model health checker for OpenClaw
# Tests: API key validity, provider reachability, model name
# format, escalation chain integrity, and provider endpoints.
#
# Usage:
# bash check-models.sh # full report
# bash check-models.sh --json # JSON output for dashboard
# bash check-models.sh --fix # auto-remediate where possible
# ============================================================
set -uo pipefail
CFG="${HOME}/.openclaw/openclaw.json"
CREDS_DIR="${HOME}/.openclaw/credentials"
RESULTS_FILE="/tmp/openclaw-model-health.json"
OUTPUT_JSON=false
AUTO_FIX=false
for arg in "$@"; do
case "$arg" in
--json) OUTPUT_JSON=true ;;
--fix) AUTO_FIX=true ;;
esac
done
G='\033[0;32m'; R='\033[0;31m'; Y='\033[1;33m'
C='\033[0;36m'; W='\033[1;37m'; DIM='\033[2m'; B='\033[0m'
ok() { $OUTPUT_JSON || echo -e " ${G}✔${B} $*"; }
fail() { $OUTPUT_JSON || echo -e " ${R}✘${B} $*"; }
warn() { $OUTPUT_JSON || echo -e " ${Y}⚠${B} $*"; }
info() { $OUTPUT_JSON || echo -e " ${C}›${B} $*"; }
hdr() { $OUTPUT_JSON || echo -e "\n${W}$*${B}"; $OUTPUT_JSON || printf '%0.s─' $(seq 1 60); $OUTPUT_JSON || echo; }
# ── Known model patterns per provider ────────────────────────
# Format: provider_prefix:regex_pattern
declare -A MODEL_PATTERNS=(
[anthropic]="^anthropic/(claude-(opus|sonnet|haiku)-[0-9])"
[openai]="^openai/(gpt-(4|3\.5)|o[0-9]|chatgpt)"
[google]="^google/(gemini-[0-9])"
[moonshot]="^moonshot/(kimi|moonshot-v)"
[mistral]="^mistral/(mistral|mixtral|codestral)"
[groq]="^groq/"
[openrouter]="^openrouter/"
[ollama]="^ollama/"
)
# Known current valid model strings (as of Feb 2026)
declare -A KNOWN_MODELS=(
# Anthropic
["anthropic/claude-opus-4-6"]="valid"
["anthropic/claude-sonnet-4-6"]="valid"
["anthropic/claude-haiku-4-5"]="valid"
["anthropic/claude-opus-4-5"]="valid"
["anthropic/claude-sonnet-4-5"]="valid"
["anthropic/claude-sonnet-4-20250514"]="valid"
["anthropic/claude-opus-4-20250514"]="valid"
# Deprecated/renamed
["anthropic/claude-opus-4"]="deprecated:use anthropic/claude-opus-4-6"
["anthropic/claude-sonnet-4"]="deprecated:use anthropic/claude-sonnet-4-6"
["anthropic/claude-3-5-sonnet-20241022"]="deprecated:use anthropic/claude-sonnet-4-5"
["anthropic/claude-3-opus-20240229"]="deprecated:use anthropic/claude-opus-4-5"
# OpenAI
["openai/gpt-4o"]="valid"
["openai/gpt-4o-mini"]="valid"
["openai/gpt-4-turbo"]="valid"
["openai/o3"]="valid"
["openai/o3-mini"]="valid"
["openai/gpt-4"]="deprecated:use openai/gpt-4o"
# Google
["google/gemini-2.0-flash"]="valid"
["google/gemini-2.0-pro"]="valid"
["google/gemini-1.5-pro"]="valid"
["google/gemini-1.5-flash"]="valid"
["google/gemini-2.0-flash-exp"]="valid"
# Moonshot / Kimi
["moonshot/kimi-k2"]="valid"
["moonshot/kimi-k2.5"]="valid"
["moonshot/moonshot-v1-8k"]="valid"
["moonshot/moonshot-v1-32k"]="valid"
["moonshot/moonshot-v1-128k"]="valid"
)
# Provider API test endpoints (minimal, low-cost probes)
declare -A PROVIDER_TEST_URLS=(
[anthropic]="https://api.anthropic.com/v1/models"
[openai]="https://api.openai.com/v1/models"
[google]="https://generativelanguage.googleapis.com/v1beta/models"
[moonshot]="https://api.moonshot.cn/v1/models"
[mistral]="https://api.mistral.ai/v1/models"
[groq]="https://api.groq.com/openai/v1/models"
)
# Env var names for each provider's API key
declare -A PROVIDER_ENV_KEYS=(
[anthropic]="ANTHROPIC_API_KEY"
[openai]="OPENAI_API_KEY"
[google]="GOOGLE_API_KEY GEMINI_API_KEY"
[moonshot]="MOONSHOT_API_KEY KIMI_API_KEY"
[mistral]="MISTRAL_API_KEY"
[groq]="GROQ_API_KEY"
[openrouter]="OPENROUTER_API_KEY"
)
# ── Extract config values ─────────────────────────────────────
get_primary_model() {
jq -r '
.agents.defaults.model.primary //
.agent.model.primary //
empty
' "$CFG" 2>/dev/null
}
get_fallback_models() {
jq -r '
(.agents.defaults.model.fallbacks // .agent.model.fallbacks // []) |
.[]
' "$CFG" 2>/dev/null
}
get_provider_config() {
jq -r '.models.providers // {} | to_entries[] | "\(.key)|\(.value.baseUrl // "")|\(.value.apiKey // "")|\(.value.api // "")"' "$CFG" 2>/dev/null
}
get_api_key_for_provider() {
local provider="$1"
# 1. Check credentials file
if [[ -f "${CREDS_DIR}/${provider}" ]]; then
cat "${CREDS_DIR}/${provider}" 2>/dev/null | tr -d '[:space:]'
return
fi
# 2. Check env vars
local env_vars="${PROVIDER_ENV_KEYS[$provider]:-}"
for env_var in $env_vars; do
local val="${!env_var:-}"
if [[ -n "$val" ]]; then
echo "$val"
return
fi
done
# 3. Check config file directly (may be literal key, not $VAR reference)
local cfg_key
cfg_key=$(jq -r --arg p "$provider" \
'.models.providers[$p].apiKey // .auth.profiles | to_entries[] | select(.key | startswith($p)) | .value.apiKey // empty' \
"$CFG" 2>/dev/null | head -1)
# If it looks like an env var reference, resolve it
if [[ "$cfg_key" =~ ^\$\{?([A-Z_]+)\}?$ ]]; then
local ref_var="${BASH_REMATCH[1]}"
echo "${!ref_var:-}"
else
echo "${cfg_key:-}"
fi
}
# ── Checks ────────────────────────────────────────────────────
# Returns: "valid" | "deprecated:msg" | "unknown_format" | "unknown_model"
check_model_string() {
local model="$1"
local provider="${model%%/*}"
# Known good/bad list first
local known="${KNOWN_MODELS[$model]:-}"
if [[ "$known" == "valid" ]]; then
echo "valid"
return
elif [[ "$known" == deprecated* ]]; then
echo "$known"
return
fi
# Check provider prefix format
local pattern="${MODEL_PATTERNS[$provider]:-}"
if [[ -z "$pattern" ]]; then
echo "unknown_provider:$provider"
return
fi
if [[ "$model" =~ $pattern ]]; then
echo "valid_format"
else
echo "bad_format:expected ${pattern}"
fi
}
# Returns HTTP status or "unreachable"
probe_provider_endpoint() {
local provider="$1"
local api_key="$2"
local url="${PROVIDER_TEST_URLS[$provider]:-}"
[[ -z "$url" ]] && echo "no_test_url" && return
local http_code
case "$provider" in
anthropic)
http_code=$(curl -s -o /dev/null -w "%{http_code}" \
--max-time 8 \
-H "x-api-key: ${api_key}" \
-H "anthropic-version: 2023-06-01" \
"$url" 2>/dev/null || echo "000")
;;
google)
http_code=$(curl -s -o /dev/null -w "%{http_code}" \
--max-time 8 \
"${url}?key=${api_key}" 2>/dev/null || echo "000")
;;
*)
http_code=$(curl -s -o /dev/null -w "%{http_code}" \
--max-time 8 \
-H "Authorization: Bearer ${api_key}" \
"$url" 2>/dev/null || echo "000")
;;
esac
echo "$http_code"
}
# ── JSON result builder ───────────────────────────────────────
declare -a RESULT_ITEMS=()
add_result() {
# add_result "category" "name" "status" "message"
RESULT_ITEMS+=("{\"category\":\"$1\",\"name\":\"$2\",\"status\":\"$3\",\"message\":\"$4\"}")
}
# ── Main checks ───────────────────────────────────────────────
run_checks() {
[[ ! -f "$CFG" ]] && { add_result "config" "openclaw.json" "error" "File not found"; return; }
# ── 1. Primary model ───────────────────────────────────────
$OUTPUT_JSON || hdr "Primary Model"
local primary
primary=$(get_primary_model)
if [[ -z "$primary" ]]; then
fail "No primary model configured"
add_result "primary" "primary_model" "error" "Not configured"
else
local check
check=$(check_model_string "$primary")
local provider="${primary%%/*}"
case "$check" in
valid|valid_format)
ok "Primary: ${primary}"
add_result "primary" "$primary" "ok" "Valid model string"
;;
deprecated:*)
local msg="${check#deprecated:}"
warn "Primary model is deprecated: ${primary} → ${msg}"
add_result "primary" "$primary" "warn" "Deprecated: ${msg}"
$AUTO_FIX && {
local replacement="${msg#use }"
info "Auto-fixing primary model: $primary → $replacement"
jq --arg old "$primary" --arg new "$replacement" \
'(.agents.defaults.model.primary) |= if . == $old then $new else . end' \
"$CFG" > /tmp/cfg_fix.json && mv /tmp/cfg_fix.json "$CFG"
ok "Fixed primary model → $replacement"
}
;;
unknown_provider:*)
warn "Unknown provider in: ${primary}"
add_result "primary" "$primary" "warn" "Unknown provider: ${provider}"
;;
bad_format:*)
fail "Bad model format: ${primary}"
add_result "primary" "$primary" "error" "Bad format — expected provider/model-name"
;;
esac
fi
# ── 2. Fallback chain ──────────────────────────────────────
$OUTPUT_JSON || hdr "Fallback / Escalation Chain"
local fallbacks
fallbacks=$(get_fallback_models)
if [[ -z "$fallbacks" ]]; then
warn "No fallback models configured — single point of failure"
add_result "fallbacks" "chain" "warn" "No fallbacks defined"
else
local idx=0
local prev_provider="${primary%%/*}"
local chain_ok=true
while IFS= read -r model; do
[[ -z "$model" ]] && continue
((idx++)) || true
local check
check=$(check_model_string "$model")
local provider="${model%%/*}"
# Check for same-provider consecutive fallbacks (risky)
if [[ "$provider" == "$prev_provider" && "$idx" -gt 1 ]]; then
warn "Fallback #${idx} same provider as previous (${provider}) — no provider diversity"
add_result "fallbacks" "$model" "warn" "Same provider as previous fallback"
fi
case "$check" in
valid|valid_format)
ok "Fallback #${idx}: ${model}"
add_result "fallbacks" "$model" "ok" "Valid"
;;
deprecated:*)
local msg="${check#deprecated:}"
warn "Fallback #${idx} deprecated: ${model} → ${msg}"
add_result "fallbacks" "$model" "warn" "Deprecated: ${msg}"
chain_ok=false
$AUTO_FIX && {
local replacement="${msg#use }"
jq --arg old "$model" --arg new "$replacement" \
'(.agents.defaults.model.fallbacks // []) |= map(if . == $old then $new else . end)' \
"$CFG" > /tmp/cfg_fix.json && mv /tmp/cfg_fix.json "$CFG"
ok " Fixed → $replacement"
}
;;
bad_format:*|unknown_provider:*)
fail "Fallback #${idx} invalid: ${model} (${check})"
add_result "fallbacks" "$model" "error" "$check"
chain_ok=false
;;
esac
prev_provider="$provider"
done <<< "$fallbacks"
$chain_ok && ok "Escalation chain integrity: OK" || warn "Escalation chain has issues"
fi
# ── 3. Provider API keys & endpoints ──────────────────────
$OUTPUT_JSON || hdr "Provider API Keys & Reachability"
# Collect all providers referenced in models
local all_providers=()
[[ -n "${primary:-}" ]] && all_providers+=("${primary%%/*}")
while IFS= read -r m; do
[[ -n "$m" ]] && all_providers+=("${m%%/*}")
done <<< "$(get_fallback_models)"
# Also check explicitly configured providers
while IFS='|' read -r pname _baseurl _apikey _api; do
[[ -n "$pname" ]] && all_providers+=("$pname")
done <<< "$(get_provider_config)"
# Deduplicate
local unique_providers
unique_providers=$(echo "${all_providers[@]:-}" | tr ' ' '\n' | sort -u)
while IFS= read -r provider; do
[[ -z "$provider" ]] && continue
# Skip local providers
[[ "$provider" == "ollama" || "$provider" == "lmstudio" || "$provider" == "local"* ]] && {
local base_url
base_url=$(jq -r --arg p "$provider" '.models.providers[$p].baseUrl // ""' "$CFG" 2>/dev/null)
if [[ -n "$base_url" ]]; then
local http
http=$(curl -s -o /dev/null -w "%{http_code}" --max-time 5 "${base_url%/v1}/api/tags" 2>/dev/null || echo "000")
[[ "$http" == "200" ]] \
&& { ok "Local provider ${provider}: reachable (${base_url})"; add_result "providers" "$provider" "ok" "Local endpoint reachable"; } \
|| { warn "Local provider ${provider}: unreachable at ${base_url}"; add_result "providers" "$provider" "warn" "Local endpoint not responding"; }
fi
continue
}
local api_key
api_key=$(get_api_key_for_provider "$provider")
if [[ -z "$api_key" ]]; then
fail "Provider ${provider}: No API key found"
add_result "providers" "$provider" "error" "API key missing"
continue
fi
# Mask key for display
local masked="${api_key:0:6}...${api_key: -4}"
info "Testing ${provider} (key: ${masked})"
local http_code
http_code=$(probe_provider_endpoint "$provider" "$api_key")
case "$http_code" in
200)
ok "Provider ${provider}: API key valid, endpoint reachable"
add_result "providers" "$provider" "ok" "HTTP 200"
;;
401|403)
fail "Provider ${provider}: API key rejected (HTTP ${http_code})"
add_result "providers" "$provider" "error" "Invalid API key (HTTP ${http_code})"
;;
429)
warn "Provider ${provider}: Rate limited (HTTP 429)"
add_result "providers" "$provider" "warn" "Rate limited"
;;
000|"")
fail "Provider ${provider}: Endpoint unreachable (connection failed)"
add_result "providers" "$provider" "error" "Unreachable"
;;
no_test_url)
warn "Provider ${provider}: No test endpoint defined, skipping probe"
add_result "providers" "$provider" "warn" "No test URL"
;;
*)
warn "Provider ${provider}: Unexpected HTTP ${http_code}"
add_result "providers" "$provider" "warn" "HTTP ${http_code}"
;;
esac
done <<< "$unique_providers"
# ── 4. Subagent model check ───────────────────────────────
$OUTPUT_JSON || hdr "Subagent & TTS Models"
local subagent_model
subagent_model=$(jq -r '.agents.defaults.subagents.model // empty' "$CFG" 2>/dev/null)
if [[ -n "$subagent_model" ]]; then
local check
check=$(check_model_string "$subagent_model")
case "$check" in
valid|valid_format) ok "Subagent model: ${subagent_model}" ; add_result "subagents" "$subagent_model" "ok" "Valid" ;;
deprecated:*) warn "Subagent model deprecated: ${subagent_model}" ; add_result "subagents" "$subagent_model" "warn" "${check#deprecated:}" ;;
*) fail "Subagent model invalid: ${subagent_model}" ; add_result "subagents" "$subagent_model" "error" "$check" ;;
esac
fi
local tts_model
tts_model=$(jq -r '.messages.tts.summaryModel // empty' "$CFG" 2>/dev/null)
if [[ -n "$tts_model" ]]; then
local check
check=$(check_model_string "$tts_model")
case "$check" in
valid|valid_format) ok "TTS summary model: ${tts_model}" ;;
*) warn "TTS summary model may be outdated: ${tts_model}" ;;
esac
fi
}
# ── Output ────────────────────────────────────────────────────
run_checks
if $OUTPUT_JSON; then
# Build JSON summary for dashboard consumption
local_ifs="$IFS"
IFS=','
echo "{\"timestamp\":\"$(date -u +%Y-%m-%dT%H:%M:%SZ)\",\"results\":[${RESULT_ITEMS[*]}]}" \
> "$RESULTS_FILE"
IFS="$local_ifs"
cat "$RESULTS_FILE"
fi