Formora Survey Skill / Formora 问卷技能#

Language note: Instructions are written in English followed by Chinese (中文说明在英文之后). Survey and form content auto-follows the user's input language.

语言说明： 技能文档先英文后中文。问卷和表单内容会自动跟随用户输入语言。

---

Core rule / 核心规则#

EN: Always use this sequence:

text

create draft -> preview questions -> user confirms or requests edits -> publish -> distribute

Never auto-publish before the user explicitly approves the generated content.

ZH: 严格遵守以下顺序：

text

创建草稿 -> 预览题目 -> 用户确认或要求修改 -> 发布 -> 分发

未经用户明确确认，绝不自动发布。

---

Language rule / 语言规则#

EN:

• Chinese input → survey in zh-CN
• English input → survey in en
• Explicit request → use that language
• Do not force Chinese by default
• Use --language auto unless user specifies otherwise
• Distribution copy also follows the inferred language

ZH:

• 用户用中文输入 → 问卷使用 zh-CN
• 用户用英文输入 → 问卷使用 en
• 用户明确要求某语言 → 按要求使用
• 默认不强制中文
• CLI 省略 --language 或使用 --language auto
• 分发文案同样跟随语言

---

Create / edit / publish / 创建 / 编辑 / 发布#

bash

# 1) Create a draft and preview questions / 创建草稿并预览题目
python3 skills/formora-survey/scripts/formora.py create "<instruction>" \
  --audience "<audience>" --count 6

# 2) Edit and preview again if needed / 修改并重新预览
python3 skills/formora-survey/scripts/formora.py edit <survey_id> "<change instruction>"

# 3) Publish only after explicit confirmation / 仅在确认后发布
python3 skills/formora-survey/scripts/formora.py publish <survey_id>

EN: After every preview, ask the user:

"Here is the generated draft. Does this look right? Tell me what to change. I will only publish after your confirmation."

ZH: 每次预览后，询问用户：

"这是生成的草稿，请确认。如需修改请告知，确认后我才会发布。"

---

Organic distribution / 有机分发渠道#

bash

# Generate all distribution assets / 生成全部分发素材
python3 skills/formora-survey/scripts/formora.py distribute <survey_id> --qr qr.png

# Broadcast to all configured channels / 向所有已配置渠道广播
python3 skills/formora-survey/scripts/formora.py broadcast <survey_id> \
  --out-dir /tmp/formora-campaign \
  --telegram-with-qr

EN: broadcast tries every configured channel, skips unconfigured ones, prints a JSON result summary.

ZH: broadcast 会尝试所有已配置渠道，跳过未配置的渠道，输出 JSON 汇总报告。

Channels / 渠道#

Channel / 渠道Config / 配置Fallback / 未配置时TelegramFORMORA_TELEGRAM_BOT_TOKEN + FORMORA_TELEGRAM_CHAT_IDS生成 Telegram 文案Emailhimalaya + FORMORA_EMAIL_TO生成邮件主题和正文QR code / 二维码Always available / 始终可用—XFORMORA_X_API_KEY/SECRET/ACCESS_TOKEN/ACCESS_TOKEN_SECRET生成 X 文案

---

Paid ads / 付费广告投放#

EN: Paid ads are intentionally more restrictive. ads-plan is always safe. ads-launch requires explicit budgets, enforces shared caps, and creates campaigns paused by default.

ZH: 付费广告有更严格的限制。 ads-plan 不花钱。 ads-launch 需要明确的预算参数，执行共享上限检查，默认创建暂停状态的广告系列。

Budget caps / 预算上限#

EN: Google Ads and Meta Ads share one combined cap:

• Daily cap: 50 CNY (combined)
• Weekly cap: 100 CNY (combined)

ZH: Google Ads 与 Meta Ads 合计共享上限：

• 每日上限： 50 元（合计）
• 每周上限： 100 元（合计）

Safety config / 安全配置#

bash

FORMORA_ADS_ENABLED=false                         # must be true to launch / 必须为 true 才能投放
FORMORA_ADS_SHARED_DAILY_CAP_CNY=50               # combined daily cap / 合计每日上限
FORMORA_ADS_SHARED_WEEKLY_CAP_CNY=100             # combined weekly cap / 合计每周上限
FORMORA_ADS_ALLOWED_DOMAINS=formora.dev           # allowed dest domains / 允许的目标域名
FORMORA_ADS_REQUIRE_PAUSED_CREATE=true            # always paused on create / 创建时始终暂停
FORMORA_ADS_STATE_PATH=/path/to/ads_state.json    # local budget+campaign ledger

Ads commands / 广告命令#

bash

# Safe plan (no spend) / 安全计划（不花钱）
python3 skills/formora-survey/scripts/formora.py ads-plan <survey_id> \
  --platforms google,meta \
  --geo US,CN \
  --daily-budget-cny 50 \
  --weekly-budget-cny 100

# Guarded launch, paused by default / 受限投放，默认暂停
python3 skills/formora-survey/scripts/formora.py ads-launch <survey_id> \
  --platforms google,meta \
  --geo US,CN \
  --daily-budget-cny 50 \
  --weekly-budget-cny 100 \
  --paused

# Budget + campaign status / 预算与广告状态
python3 skills/formora-survey/scripts/formora.py ads-status --survey-id <survey_id>

# Stop running campaigns / 停止广告
python3 skills/formora-survey/scripts/formora.py ads-stop --survey-id <survey_id>

Credentials / 平台凭证#

Google Ads:

bash

FORMORA_GOOGLE_ADS_CUSTOMER_ID=...        # format: 123-456-7890 or 1234567890
FORMORA_GOOGLE_ADS_DEVELOPER_TOKEN=...
FORMORA_GOOGLE_ADS_CLIENT_ID=...
FORMORA_GOOGLE_ADS_CLIENT_SECRET=...
FORMORA_GOOGLE_ADS_REFRESH_TOKEN=...
FORMORA_GOOGLE_ADS_API_VERSION=v19        # optional override / 可选

EN: For live Google submit, --geo must include ISO country codes, e.g. US,CA or CN. Supported codes: US CA GB AU CN JP KR DE FR IN BR MX SG HK TW TH ID PH VN MY.

ZH: 实际投放时 --geo 必须提供 ISO 国家代码，如 US,CA 或 CN。

Meta Ads:

bash

FORMORA_META_AD_ACCOUNT_ID=...
FORMORA_META_ACCESS_TOKEN=...
FORMORA_META_PAGE_ID=...              # required for live submit / 实际投放时必填
FORMORA_META_API_VERSION=v22.0        # optional / 可选

EN: Phase 3 complete: both Meta and Google Ads support live paused campaign creation when full credentials are configured.

ZH: 第三阶段完成：Meta 和 Google Ads 均已支持实际创建（默认暂停状态），需提供完整凭证。

EN: ads-stop actively pauses live campaigns on both platforms via their APIs.

ZH: ads-stop 会通过 API 主动暂停两个平台的实际广告系列。

---

Retrieve responses and export / 获取回答与导出#

bash

# JSON responses / 获取 JSON 回答
python3 skills/formora-survey/scripts/formora.py responses <survey_id>

# CSV export / 导出 CSV
python3 skills/formora-survey/scripts/formora.py export <survey_id> --format csv --output results.csv

# Excel export / 导出 Excel
python3 skills/formora-survey/scripts/formora.py export <survey_id> --format xlsx --output results.xlsx

---

Interactive wizard / 交互式向导#

bash

python3 skills/formora-survey/scripts/formora.py wizard "AI voice input market survey" --count 8
python3 skills/formora-survey/scripts/formora.py wizard "AI 语音输入法市场调研" --count 8

---

Agent workflow / 智能体工作流程#

text

EN:
1. Create a draft
2. Show questions
3. Ask for confirmation
4. Edit if needed → show again
5. Publish only after confirmation
6. Run broadcast → report results
7. If paid ads wanted → ads-plan first
8. ads-launch only after explicit confirmation + budgets
9. Export responses later

ZH:
1. 创建草稿
2. 展示题目
3. 请求确认
4. 如需修改 → 修改后再次展示
5. 仅确认后发布
6. 运行 broadcast → 汇报结果
7. 如需付费推广 → 先运行 ads-plan
8. 仅在明确确认且提供预算后运行 ads-launch
9. 之后可导出回答数据

---

Notes / 备注#

• EN: Prefer broadcast for organic distribution. Prefer ads-plan before any paid work. Budget caps are shared across Google + Meta, not per platform.
• ZH: 有机分发优先用 broadcast。付费推广优先用 ads-plan。预算上限是 Google + Meta 合计，不是每个平台单独计算。
• EN: Survey content follows user language. Skill docs stay in English + Chinese.
• ZH: 问卷内容跟随用户语言。技能文档保持英中双语。