重构主控编排与运行时预热链路，统一工作区提示词/专家调度协议并补齐 wiki 记忆注入与写回闭环。

同时收敛启动与运维脚本默认行为（含 wiki worker）、更新 Admin 可观测性与相关测试，降低首轮时延并提高运行稳定性。

Made-with: Cursor

openclaw/skills/openai-whisper-api/SKILL.md

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+---
+name: openai-whisper-api
+description: Transcribe audio via OpenAI Audio Transcriptions API (Whisper).
+homepage: https://platform.openai.com/docs/guides/speech-to-text
+metadata:
+  {
+    "openclaw":
+      {
+        "emoji": "🌐",
+        "requires": { "bins": ["curl"], "env": ["OPENAI_API_KEY"] },
+        "primaryEnv": "OPENAI_API_KEY",
+        "install":
+          [
+            {
+              "id": "brew",
+              "kind": "brew",
+              "formula": "curl",
+              "bins": ["curl"],
+              "label": "Install curl (brew)",
+            },
+          ],
+      },
+  }
+---
+
+# OpenAI Whisper API (curl)
+
+Transcribe an audio file via OpenAI’s `/v1/audio/transcriptions` endpoint. Set `OPENAI_BASE_URL` to use an OpenAI-compatible proxy or local gateway.
+
+## Quick start
+
+```bash
+{baseDir}/scripts/transcribe.sh /path/to/audio.m4a
+```
+
+Defaults:
+
+- Model: `whisper-1`
+- Output: `<input>.txt`
+
+## Useful flags
+
+```bash
+{baseDir}/scripts/transcribe.sh /path/to/audio.ogg --model whisper-1 --out /tmp/transcript.txt
+{baseDir}/scripts/transcribe.sh /path/to/audio.m4a --language en
+{baseDir}/scripts/transcribe.sh /path/to/audio.m4a --prompt "Speaker names: Peter, Daniel"
+{baseDir}/scripts/transcribe.sh /path/to/audio.m4a --json --out /tmp/transcript.json
+```
+
+## API key
+
+Set `OPENAI_API_KEY`, or configure it in the active OpenClaw config file (`$OPENCLAW_CONFIG_PATH`, default `~/.openclaw/openclaw.json`). Optionally set `OPENAI_BASE_URL` (for example `http://127.0.0.1:51805/v1`) to use an OpenAI-compatible proxy or local gateway:
+
+```json5
+{
+  skills: {
+    "openai-whisper-api": {
+      apiKey: "OPENAI_KEY_HERE",
+    },
+  },
+}
+```

openclaw/skills/openai-whisper-api/scripts/transcribe.sh

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+#!/usr/bin/env bash
+set -euo pipefail
+
+usage() {
+  cat >&2 <<'EOF'
+Usage:
+  transcribe.sh <audio-file> [--model whisper-1] [--out /path/to/out.txt] [--language en] [--prompt "hint"] [--json]
+EOF
+  exit 2
+}
+
+if [[ "${1:-}" == "" || "${1:-}" == "-h" || "${1:-}" == "--help" ]]; then
+  usage
+fi
+
+in="${1:-}"
+shift || true
+
+model="whisper-1"
+out=""
+language=""
+prompt=""
+response_format="text"
+
+while [[ $# -gt 0 ]]; do
+  case "$1" in
+    --model)
+      model="${2:-}"
+      shift 2
+      ;;
+    --out)
+      out="${2:-}"
+      shift 2
+      ;;
+    --language)
+      language="${2:-}"
+      shift 2
+      ;;
+    --prompt)
+      prompt="${2:-}"
+      shift 2
+      ;;
+    --json)
+      response_format="json"
+      shift 1
+      ;;
+    *)
+      echo "Unknown arg: $1" >&2
+      usage
+      ;;
+  esac
+done
+
+if [[ ! -f "$in" ]]; then
+  echo "File not found: $in" >&2
+  exit 1
+fi
+
+if [[ "${OPENAI_API_KEY:-}" == "" ]]; then
+  echo "Missing OPENAI_API_KEY" >&2
+  exit 1
+fi
+
+if [[ "$out" == "" ]]; then
+  base="${in%.*}"
+  if [[ "$response_format" == "json" ]]; then
+    out="${base}.json"
+  else
+    out="${base}.txt"
+  fi
+fi
+
+mkdir -p "$(dirname "$out")"
+
+api_base="${OPENAI_BASE_URL:-https://api.openai.com/v1}"
+api_base="${api_base%/}"
+
+curl -sS "${api_base}/audio/transcriptions" \
+  -H "Authorization: Bearer $OPENAI_API_KEY" \
+  -H "Accept: application/json" \
+  -F "file=@${in}" \
+  -F "model=${model}" \
+  -F "response_format=${response_format}" \
+  ${language:+-F "language=${language}"} \
+  ${prompt:+-F "prompt=${prompt}"} \
+  >"$out"
+
+echo "$out"