# MobiusQuant Documentation — Full English Reference
# Generated: 2026-05-31T14:38:12.772Z
# Indicators: 57
#
# This file is the English consolidated reference for AI agents.
# Source documentation pages are in Chinese (zh-CN); per-page Chinese markdown
# is available at the same path with .md suffix
# (e.g., https://docs.mobiusquant.ai/indicators/rsi.md).
#
# Sections in this file:
#   1. Overview
#   2. API Token
#   3. Supported Markets
#   4. Indicators (catalog + per-indicator detail cards)
#   5. Skill Integration
#   6. AI Agent Operating Manual

===== 1. overview =====

# MobiusQuant

AI trading infrastructure platform. Provides:
- Market data: 11 venues × 512 symbols (crypto, A-shares, HK, US, forex)
- 56 technical indicators (math aligned with TradingView Pine Script)
- Bearer-token-authenticated REST API at https://api.mobiusquant.ai
- Skill integrations for AI agent tools (Claude Code / Codex / OpenClaw / Hermes)

Brand site: https://www.mobiusquant.ai
API base:   https://api.mobiusquant.ai
Docs (this site): https://docs.mobiusquant.ai


===== 2. token =====

# API Token

## Two acquisition modes

| Mode | URL | TTL | Per-user cap |
|---|---|---|---|
| Anonymous trial | https://www.mobiusquant.ai/zh/apply-token | 7 days | unlimited |
| Permanent (logged-in) | https://www.mobiusquant.ai/zh/account | never expires | 10 active |

Both token types are functionally identical (same endpoints, same rate limit).

## Critical: plaintext shown once

The plaintext token (`mq_<43 chars>`) is shown ONLY at creation time. The server
stores only `sha256(token)`. Copy it immediately to a password manager / .env.
If lost, you must create a new one.

## Usage

```bash
curl -H "Authorization: Bearer mq_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx" \
     "https://api.mobiusquant.ai/api/markets"
```

```python
import requests
TOKEN = "mq_..."
r = requests.get("https://api.mobiusquant.ai/api/klines",
                 params={"exchange":"binance","market":"perp","symbol":"BTCUSDT","interval":"5m","limit":100},
                 headers={"Authorization": f"Bearer {TOKEN}"})
```

## Rate limit

- Anonymous (no Authorization header): 10 req/min per IP (CF-Connecting-IP).
- With Bearer token: 60 req/min per token.
- Token-bucket algorithm; burst = full quota.
- Exempt paths (no token, no quota): `/api/health`, `/agents.md`, `/docs`, `/redoc`, `/openapi.json`.

## Error codes

- 401: missing / invalid / expired / revoked token. Do not retry; fix the token.
- 429: rate limit exceeded. Honor `Retry-After` header.
- 400: invalid business parameters. Read `detail` field, do not blindly retry.
- 422: request structure invalid (missing required field, wrong type, extra fields).
- 404: symbol not found on venue, or cache empty (crypto cold start). Probe `/api/health` first.
- 502: upstream container restart. Retry after 30s.

## Security

- Never commit tokens to public repos. Use env vars / secret managers.
- Revoke tokens via the Account page on suspected leak; revocation propagates to the engine within ~60s.
- Use separate tokens per environment (dev / staging / prod) for blast-radius isolation.


===== 3. markets =====

# Supported Markets

## Venues (11 total, 512 symbols)

| Venue | Symbols | Data mode | Supported intervals |
|---|---|---|---|
| binance:spot | 70 | WebSocket real-time + REST fallback | 1m, 5m, 15m, 1h, 4h, 1d |
| binance:perp | 70 | WebSocket real-time + REST fallback | 1m, 5m, 15m, 1h, 4h, 1d |
| bybit:spot | 70 | WebSocket real-time + REST fallback | 1m, 5m, 15m, 1h, 4h, 1d |
| bybit:perp | 70 | WebSocket real-time + REST fallback | 1m, 5m, 15m, 1h, 4h, 1d |
| okx:spot | 70 | WebSocket real-time + REST fallback | 1m, 5m, 15m, 1h, 4h, 1d |
| okx:perp | 50 | WebSocket real-time + REST fallback | 1m, 5m, 15m, 1h, 4h, 1d |
| hyperliquid:perp | 20 | WebSocket real-time + REST fallback | 1m, 5m, 15m, 1h, 4h, 1d |
| stock:cn | 32 | Forwarded (Tencent Finance) | 1m, 5m, 15m, 30m, 1h, 1d |
| stock:hk | 20 | Forwarded | 1d only |
| stock:us | 30 | Forwarded | 1d only |
| forex:spot | 10 | Forwarded | 1d only |

## Canonical symbol rules

- All uppercase, no separators.
- Crypto: `{BASE}{QUOTE}` (e.g., `BTCUSDT`, `BTCUSDC`).
- A-shares (stock:cn): 6-digit bare code (no `sh` / `sz` / `.SS` suffix), e.g., `600519`.
- HK (stock:hk): 5-digit with leading zero, e.g., `00700`.
- US (stock:us): bare ticker, e.g., `AAPL`, `NVDA`.
- Forex: 6-letter concatenation, e.g., `EURUSD`.

## Cross-platform aliasing

The engine translates native venue formats to canonical:
- `BTC-USDT-SWAP` (OKX) → `BTCUSDT`
- `BTCPERP` (Bybit USDC perp) → `BTCUSDC`
- `kPEPE` (Hyperliquid) → `1000PEPEUSDC`
- `00700.HK` → `00700`
- `600519.SS` → `600519`

## Discovery endpoints

```bash
curl -H "Authorization: Bearer mq_xxx" https://api.mobiusquant.ai/api/markets
curl -H "Authorization: Bearer mq_xxx" https://api.mobiusquant.ai/api/markets/binance/perp/symbols
curl -H "Authorization: Bearer mq_xxx" https://api.mobiusquant.ai/api/intervals
curl -H "Authorization: Bearer mq_xxx" "https://api.mobiusquant.ai/api/symbols/search?q=bitcoin"
```

Full Chinese symbol list with A-share / HK company names: https://docs.mobiusquant.ai/markets.md


===== 4. indicators =====

# Indicators

57 total indicators across 7 categories. Math is aligned
with TradingView Pine Script. Each indicator has:
- A self-describing parameter signature (`/api/indicators/registry`)
- A drawing protocol (`/api/indicators/catalog`,for chart-rendering clients)
- A knowledge entry (description, signal interpretation) — Chinese-only

## CRITICAL FOR AI AGENTS: knowledge-attached responses

Call `POST /api/indicators?explain=true` and the response carries the numerical
series PLUS a "knowledge" block with the interpretation rubric:

```json
{
  "data":      { "rsi": [...] },
  "knowledge": {
    "summary_focus": ["check these points in order", "..."],
    "signals":       { "overbought": "when value > 70, ...", "..." },
    "caveats":       "edge cases the author wants you to know about",
    "guide_desc":    "when this indicator is most informative"
  }
}
```

**Pass BOTH "data" and "knowledge" to your downstream LLM.** Do not drop knowledge
to save tokens — it is the part that prevents your LLM from inventing standard
interpretive rules from training memory (RSI thresholds, MACD signal patterns,
etc.). Hallucination drops noticeably; output structure becomes consistent.

Knowledge is curated by the indicator's author and reviewed in the admin console,
not generated by an LLM.

## Categories
- Base: 1 indicator(s)
- Trend: 13 indicator(s)
- Trend Strength: 4 indicator(s)
- Momentum: 18 indicator(s)
- Oscillator: 4 indicator(s)
- Volatility: 10 indicator(s)
- Volume: 7 indicator(s)

## Möbius Lab (proprietary, 2)

These are MobiusQuant in-house indicators (not classic public indicators):
- `mobius_trend` (Trend)
- `smc` (Trend)

## Endpoints

```bash
# All indicators with full signature
GET  https://api.mobiusquant.ai/api/indicators/registry

# Chartable subset with drawing metadata
GET  https://api.mobiusquant.ai/api/indicators/catalog

# Compute indicators on klines
POST https://api.mobiusquant.ai/api/indicators
  body: {
    "exchange":"binance","market":"perp","symbol":"BTCUSDT",
    "interval":"5m","limit":100,
    "calc":[{"name":"rsi","params":{"period":14}}]
  }

# Same as above + drawing protocol
POST https://api.mobiusquant.ai/api/chart
```

When using the same indicator multiple times with different params, pass `id` to
disambiguate:

```json
{"calc":[
  {"id":"ema_fast","name":"ema","params":{"period":12}},
  {"id":"ema_slow","name":"ema","params":{"period":26}}
]}
```

## Detail cards (all 57 indicators)

### Category: Base

### `price`

- Category: Base
- Standard: yes (classic public indicator)
- Default params: No parameters.
- Output columns: (see API response)
- Source page: https://docs.mobiusquant.ai/indicators/price.md (Chinese, with full interpretation guide)

### Category: Trend

### `alligator`

- Category: Trend
- Standard: no (custom semantics with explicit signal definitions)
- Default params: jaw_length=13 (int), teeth_length=8 (int), lips_length=5 (int)
- Output columns: jaw, lips, teeth
- Source page: https://docs.mobiusquant.ai/indicators/alligator.md (Chinese, with full interpretation guide)

### `alma`

- Category: Trend
- Standard: yes (classic public indicator)
- Default params: length=9 (int), offset=0.85 (float), sigma=6 (float)
- Output columns: alma
- Source page: https://docs.mobiusquant.ai/indicators/alma.md (Chinese, with full interpretation guide)

### `ema`

- Category: Trend
- Standard: yes (classic public indicator)
- Default params: period=20 (int)
- Output columns: ema_20
- Source page: https://docs.mobiusquant.ai/indicators/ema.md (Chinese, with full interpretation guide)

### `hma`

- Category: Trend
- Standard: yes (classic public indicator)
- Default params: length=9 (int)
- Output columns: hma
- Source page: https://docs.mobiusquant.ai/indicators/hma.md (Chinese, with full interpretation guide)

### `lsma`

- Category: Trend
- Standard: yes (classic public indicator)
- Default params: length=25 (int), offset=0 (int)
- Output columns: lsma
- Source page: https://docs.mobiusquant.ai/indicators/lsma.md (Chinese, with full interpretation guide)

### `mcginley_dynamic`

- Category: Trend
- Standard: yes (classic public indicator)
- Default params: length=14 (int)
- Output columns: mg
- Source page: https://docs.mobiusquant.ai/indicators/mcginley_dynamic.md (Chinese, with full interpretation guide)

### `mobius_trend` [Möbius Lab proprietary]

- Category: Trend
- Standard: no (custom semantics with explicit signal definitions)
- Default params: left_bars=15 (int), right_bars=14 (int), offset=1.75 (float), atr_period=200 (int)
- Output columns: trend, trend_value
- Source page: https://docs.mobiusquant.ai/indicators/mobius_trend.md (Chinese, with full interpretation guide)

### `parabolic_sar`

- Category: Trend
- Standard: yes (classic public indicator)
- Default params: start=0.02 (float), increment=0.02 (float), maximum=0.2 (float)
- Output columns: sar, sar_trend
- Source page: https://docs.mobiusquant.ai/indicators/parabolic_sar.md (Chinese, with full interpretation guide)

### `smc` [Möbius Lab proprietary]

- Category: Trend
- Standard: no (custom semantics with explicit signal definitions)
- Default params: mode="historical" (str), internal_size=5 (int), internal_filter_confluence=false (bool), internal_show_bull="all" (str), internal_show_bear="all" (str), swing_size=50 (int), swing_show_bull="all" (str), swing_show_bear="all" (str), show_swing_points=false (bool), show_strong_weak_hl=true (bool), internal_ob_max=5 (int), swing_ob_max=5 (int), ob_filter="atr" (str), ob_mitigation="highlow" (str), eq_size=3 (int), eq_threshold=0.1 (float), fvg_auto_threshold=true (bool), fvg_timeframe="" (str), fvg_extend=1 (int), show_daily_levels=false (bool), show_weekly_levels=false (bool), show_monthly_levels=false (bool), show_premium_discount_zones=false (bool), show_color_candles=false (bool), df_daily=? (pandas.DataFrame | None), df_weekly=? (pandas.DataFrame | None), df_monthly=? (pandas.DataFrame | None)
- Output columns: smc_atr200, _objects_note, smc_parsed_low, smc_volatility, smc_parsed_high, smc_swing_trend, smc_candle_color, smc_high_vol_bar, smc_trailing_top, smc_internal_trend, smc_trailing_bottom, smc_swing_low_active, smc_swing_high_active, smc_internal_low_active, smc_internal_high_active
- Source page: https://docs.mobiusquant.ai/indicators/smc.md (Chinese, with full interpretation guide)

### `supertrend`

- Category: Trend
- Standard: yes (classic public indicator)
- Default params: period=10 (int), multiplier=3 (float)
- Output columns: supertrend, supertrend_dir
- Source page: https://docs.mobiusquant.ai/indicators/supertrend.md (Chinese, with full interpretation guide)

### `tema`

- Category: Trend
- Standard: yes (classic public indicator)
- Default params: length=9 (int)
- Output columns: tema
- Source page: https://docs.mobiusquant.ai/indicators/tema.md (Chinese, with full interpretation guide)

### `vwma`

- Category: Trend
- Standard: yes (classic public indicator)
- Default params: length=20 (int)
- Output columns: vwma
- Source page: https://docs.mobiusquant.ai/indicators/vwma.md (Chinese, with full interpretation guide)

### `williams_stops`

- Category: Trend
- Standard: no (custom semantics with explicit signal definitions)
- Default params: left_range=2 (int), right_range=2 (int), buffer_pct=0 (float)
- Output columns: long_stop, short_stop, trend_state
- Source page: https://docs.mobiusquant.ai/indicators/williams_stops.md (Chinese, with full interpretation guide)

### Category: Trend Strength

### `adx`

- Category: Trend Strength
- Standard: yes (classic public indicator)
- Default params: period=18 (int)
- Output columns: adx
- Source page: https://docs.mobiusquant.ai/indicators/adx.md (Chinese, with full interpretation guide)

### `aroon_oscillator`

- Category: Trend Strength
- Standard: yes (classic public indicator)
- Default params: length=14 (int)
- Output columns: aroon_dn, aroon_osc, aroon_up
- Source page: https://docs.mobiusquant.ai/indicators/aroon_oscillator.md (Chinese, with full interpretation guide)

### `choppiness_index`

- Category: Trend Strength
- Standard: no (custom semantics with explicit signal definitions)
- Default params: length=14 (int)
- Output columns: chop
- Source page: https://docs.mobiusquant.ai/indicators/choppiness_index.md (Chinese, with full interpretation guide)

### `vortex`

- Category: Trend Strength
- Standard: no (custom semantics with explicit signal definitions)
- Default params: period=14 (int)
- Output columns: vim, vip
- Source page: https://docs.mobiusquant.ai/indicators/vortex.md (Chinese, with full interpretation guide)

### Category: Momentum

### `accelerator_oscillator`

- Category: Momentum
- Standard: no (custom semantics with explicit signal definitions)
- Default params: fast=5 (int), slow=34 (int)
- Output columns: ac
- Source page: https://docs.mobiusquant.ai/indicators/accelerator_oscillator.md (Chinese, with full interpretation guide)

### `awesome_oscillator`

- Category: Momentum
- Standard: yes (classic public indicator)
- Default params: fast=5 (int), slow=34 (int)
- Output columns: ao
- Source page: https://docs.mobiusquant.ai/indicators/awesome_oscillator.md (Chinese, with full interpretation guide)

### `cci`

- Category: Momentum
- Standard: yes (classic public indicator)
- Default params: length=20 (int)
- Output columns: cci
- Source page: https://docs.mobiusquant.ai/indicators/cci.md (Chinese, with full interpretation guide)

### `chande_mo`

- Category: Momentum
- Standard: yes (classic public indicator)
- Default params: length=9 (int)
- Output columns: cmo
- Source page: https://docs.mobiusquant.ai/indicators/chande_mo.md (Chinese, with full interpretation guide)

### `connors_rsi`

- Category: Momentum
- Standard: no (custom semantics with explicit signal definitions)
- Default params: len_rsi=3 (int), len_updown=2 (int), len_roc=100 (int)
- Output columns: crsi, crsi_pctrank, crsi_rsi, crsi_updown
- Source page: https://docs.mobiusquant.ai/indicators/connors_rsi.md (Chinese, with full interpretation guide)

### `coppock_curve`

- Category: Momentum
- Standard: no (custom semantics with explicit signal definitions)
- Default params: wma_length=10 (int), long_roc=14 (int), short_roc=11 (int)
- Output columns: coppock
- Source page: https://docs.mobiusquant.ai/indicators/coppock_curve.md (Chinese, with full interpretation guide)

### `dpo`

- Category: Momentum
- Standard: yes (classic public indicator)
- Default params: length=21 (int)
- Output columns: dpo
- Source page: https://docs.mobiusquant.ai/indicators/dpo.md (Chinese, with full interpretation guide)

### `kst`

- Category: Momentum
- Standard: no (custom semantics with explicit signal definitions)
- Default params: roclen1=10 (int), smalen1=10 (int), roclen2=15 (int), smalen2=10 (int), roclen3=20 (int), smalen3=10 (int), roclen4=30 (int), smalen4=15 (int), siglen=9 (int)
- Output columns: kst, kst_signal
- Source page: https://docs.mobiusquant.ai/indicators/kst.md (Chinese, with full interpretation guide)

### `macd`

- Category: Momentum
- Standard: yes (classic public indicator)
- Default params: fast=12 (int), slow=26 (int), signal=9 (int)
- Output columns: hist, macd, signal
- Source page: https://docs.mobiusquant.ai/indicators/macd.md (Chinese, with full interpretation guide)

### `momentum`

- Category: Momentum
- Standard: yes (classic public indicator)
- Default params: length=10 (int)
- Output columns: mom
- Source page: https://docs.mobiusquant.ai/indicators/momentum.md (Chinese, with full interpretation guide)

### `ppo`

- Category: Momentum
- Standard: yes (classic public indicator)
- Default params: fast_len=12 (int), slow_len=26 (int), sig_len=9 (int)
- Output columns: ppo, ppo_hist, ppo_signal
- Source page: https://docs.mobiusquant.ai/indicators/ppo.md (Chinese, with full interpretation guide)

### `roc`

- Category: Momentum
- Standard: yes (classic public indicator)
- Default params: length=9 (int)
- Output columns: roc
- Source page: https://docs.mobiusquant.ai/indicators/roc.md (Chinese, with full interpretation guide)

### `smi_ergodic`

- Category: Momentum
- Standard: no (custom semantics with explicit signal definitions)
- Default params: long_len=20 (int), short_len=5 (int), sig_len=5 (int)
- Output columns: erg, erg_signal
- Source page: https://docs.mobiusquant.ai/indicators/smi_ergodic.md (Chinese, with full interpretation guide)

### `stoch_rsi`

- Category: Momentum
- Standard: yes (classic public indicator)
- Default params: length_rsi=14 (int), length_stoch=14 (int), smooth_k=3 (int), smooth_d=3 (int)
- Output columns: stoch_rsi_d, stoch_rsi_k
- Source page: https://docs.mobiusquant.ai/indicators/stoch_rsi.md (Chinese, with full interpretation guide)

### `trix`

- Category: Momentum
- Standard: yes (classic public indicator)
- Default params: length=18 (int)
- Output columns: trix
- Source page: https://docs.mobiusquant.ai/indicators/trix.md (Chinese, with full interpretation guide)

### `tsi`

- Category: Momentum
- Standard: yes (classic public indicator)
- Default params: long_length=25 (int), short_length=13 (int), signal_length=13 (int)
- Output columns: tsi, tsi_signal
- Source page: https://docs.mobiusquant.ai/indicators/tsi.md (Chinese, with full interpretation guide)

### `ultimate_oscillator`

- Category: Momentum
- Standard: yes (classic public indicator)
- Default params: length1=7 (int), length2=14 (int), length3=28 (int)
- Output columns: uo
- Source page: https://docs.mobiusquant.ai/indicators/ultimate_oscillator.md (Chinese, with full interpretation guide)

### `williams_r`

- Category: Momentum
- Standard: yes (classic public indicator)
- Default params: length=21 (int), ema_period=13 (int)
- Output columns: wr, wr_ema
- Source page: https://docs.mobiusquant.ai/indicators/williams_r.md (Chinese, with full interpretation guide)

### Category: Oscillator

### `fisher_transform`

- Category: Oscillator
- Standard: no (custom semantics with explicit signal definitions)
- Default params: length=9 (int)
- Output columns: fisher, fisher_trigger
- Source page: https://docs.mobiusquant.ai/indicators/fisher_transform.md (Chinese, with full interpretation guide)

### `rci_ribbon`

- Category: Oscillator
- Standard: no (custom semantics with explicit signal definitions)
- Default params: short_length=10 (int), middle_length=30 (int), long_length=50 (int)
- Output columns: rci_long, rci_middle, rci_short
- Source page: https://docs.mobiusquant.ai/indicators/rci_ribbon.md (Chinese, with full interpretation guide)

### `rsi`

- Category: Oscillator
- Standard: yes (classic public indicator)
- Default params: period=14 (int)
- Output columns: rsi
- Source page: https://docs.mobiusquant.ai/indicators/rsi.md (Chinese, with full interpretation guide)

### `rvi`

- Category: Oscillator
- Standard: no (custom semantics with explicit signal definitions)
- Default params: length=10 (int), ema_len=14 (int)
- Output columns: rvi, rvi_ma
- Source page: https://docs.mobiusquant.ai/indicators/rvi.md (Chinese, with full interpretation guide)

### Category: Volatility

### `atr`

- Category: Volatility
- Standard: yes (classic public indicator)
- Default params: period=14 (int)
- Output columns: atr
- Source page: https://docs.mobiusquant.ai/indicators/atr.md (Chinese, with full interpretation guide)

### `bollinger`

- Category: Volatility
- Standard: yes (classic public indicator)
- Default params: period=20 (int), std_dev=2 (float)
- Output columns: bb_lower, bb_mid, bb_upper
- Source page: https://docs.mobiusquant.ai/indicators/bollinger.md (Chinese, with full interpretation guide)

### `chande_kroll_stop`

- Category: Volatility
- Standard: no (custom semantics with explicit signal definitions)
- Default params: p=10 (int), x=1 (int), q=9 (int)
- Output columns: stop_long, stop_short
- Source page: https://docs.mobiusquant.ai/indicators/chande_kroll_stop.md (Chinese, with full interpretation guide)

### `donchian_channels`

- Category: Volatility
- Standard: yes (classic public indicator)
- Default params: length=20 (int)
- Output columns: dc_basis, dc_lower, dc_upper
- Source page: https://docs.mobiusquant.ai/indicators/donchian_channels.md (Chinese, with full interpretation guide)

### `fibonacci_bollinger_bands`

- Category: Volatility
- Standard: no (custom semantics with explicit signal definitions)
- Default params: length=200 (int), mult=3 (float)
- Output columns: fbb_basis, fbb_lower_1000, fbb_lower_236, fbb_lower_382, fbb_lower_500, fbb_lower_618, fbb_lower_764, fbb_upper_1000, fbb_upper_236, fbb_upper_382, fbb_upper_500, fbb_upper_618, fbb_upper_764
- Source page: https://docs.mobiusquant.ai/indicators/fibonacci_bollinger_bands.md (Chinese, with full interpretation guide)

### `historical_volatility`

- Category: Volatility
- Standard: yes (classic public indicator)
- Default params: length=10 (int)
- Output columns: hv
- Source page: https://docs.mobiusquant.ai/indicators/historical_volatility.md (Chinese, with full interpretation guide)

### `keltner_channels`

- Category: Volatility
- Standard: yes (classic public indicator)
- Default params: length=20 (int), mult=2 (float), atr_length=10 (int)
- Output columns: kc_lower, kc_mid, kc_upper
- Source page: https://docs.mobiusquant.ai/indicators/keltner_channels.md (Chinese, with full interpretation guide)

### `linear_regression_channel`

- Category: Volatility
- Standard: no (custom semantics with explicit signal definitions)
- Default params: length=100 (int), devlen=2 (float)
- Output columns: lr_lower, lr_mid, lr_slope, lr_upper
- Source page: https://docs.mobiusquant.ai/indicators/linear_regression_channel.md (Chinese, with full interpretation guide)

### `mass_index`

- Category: Volatility
- Standard: no (custom semantics with explicit signal definitions)
- Default params: ema_length=9 (int), length=10 (int)
- Output columns: mi
- Source page: https://docs.mobiusquant.ai/indicators/mass_index.md (Chinese, with full interpretation guide)

### `stdev`

- Category: Volatility
- Standard: yes (classic public indicator)
- Default params: length=20 (int)
- Output columns: stdev
- Source page: https://docs.mobiusquant.ai/indicators/stdev.md (Chinese, with full interpretation guide)

### Category: Volume

### `chaikin_oscillator`

- Category: Volume
- Standard: no (custom semantics with explicit signal definitions)
- Default params: fast=3 (int), slow=10 (int)
- Output columns: acc_dist, chaikin_osc
- Source page: https://docs.mobiusquant.ai/indicators/chaikin_oscillator.md (Chinese, with full interpretation guide)

### `cmf`

- Category: Volume
- Standard: yes (classic public indicator)
- Default params: length=20 (int)
- Output columns: cmf
- Source page: https://docs.mobiusquant.ai/indicators/cmf.md (Chinese, with full interpretation guide)

### `cvd`

- Category: Volume
- Standard: no (custom semantics with explicit signal definitions)
- Default params: fractal_periods=2 (int), cvd_period=21 (int), ema_trend_period=50 (int), max_pivot_bars=30 (int)
- Output columns: bear_div, bear_div_strength, bull_div, bull_div_strength, cvd_delta, cvd_hist
- Source page: https://docs.mobiusquant.ai/indicators/cvd.md (Chinese, with full interpretation guide)

### `kvo`

- Category: Volume
- Standard: no (custom semantics with explicit signal definitions)
- Default params: fast_len=14 (int), slow_len=45 (int), kvo_stdev_window=70 (int)
- Output columns: kvo, kvo_std
- Source page: https://docs.mobiusquant.ai/indicators/kvo.md (Chinese, with full interpretation guide)

### `obv`

- Category: Volume
- Standard: yes (classic public indicator)
- Default params: No parameters.
- Output columns: obv
- Source page: https://docs.mobiusquant.ai/indicators/obv.md (Chinese, with full interpretation guide)

### `pvo`

- Category: Volume
- Standard: yes (classic public indicator)
- Default params: fast_len=12 (int), slow_len=26 (int), sig_len=9 (int)
- Output columns: pvo, pvo_hist, pvo_signal
- Source page: https://docs.mobiusquant.ai/indicators/pvo.md (Chinese, with full interpretation guide)

### `vwap`

- Category: Volume
- Standard: yes (classic public indicator)
- Default params: anchor="session" (str), anchor_ms=? (int | None), source="hlc3" (str), band_mode="stdev" (str), mult_1=1 (float), mult_2=2 (float), mult_3=3 (float)
- Output columns: (see API response)
- Source page: https://docs.mobiusquant.ai/indicators/vwap.md (Chinese, with full interpretation guide)



===== 5. skills =====

# Skill Integration

MobiusQuant ships as a "Skill" — a small adapter that drops into AI agent tools so
your AI can call the MobiusQuant API natively.

## Supported targets

| Target | Skill directory | Status |
|---|---|---|
| Claude Code | install via `python install.py --platform claude-code` (default) | live |
| Codex | install via `python install.py --platform codex` | live |
| OpenClaw | install via `python install.py --platform openclaw` | live |
| Hermes (Cursor / Continue / ...) | install via `python install.py --platform hermes` | live |

Each directory contains a `SKILL.md` file (machine-friendly) that the AI tool
loads to learn how to call the API.

## Generic flow

1. Copy the platform's `SKILL.md` into the tool's skill directory.
2. Configure your API token in the tool.
3. Restart the tool; in conversation say things like "show me BTC on 5m" and the
   AI will call the MobiusQuant API automatically.

Source code: https://github.com/MobiusQuant/OpenMobius-skill


===== 6. agents =====

# AI Agent Operating Manual

This site (https://docs.mobiusquant.ai) is the public documentation for MobiusQuant. All content is
open for AI scraping, training, and citation.

## Quick navigation

| I want to know... | Fetch this |
|---|---|
| How to get a token | https://docs.mobiusquant.ai/token.md |
| What markets are supported | https://docs.mobiusquant.ai/markets.md |
| What indicators exist | https://docs.mobiusquant.ai/indicators/index.md |
| How to integrate with my AI tool | https://docs.mobiusquant.ai/skills.md |
| Entire docs in one fetch (English) | https://docs.mobiusquant.ai/llms-full.txt (this file) |
| Site index summary | https://docs.mobiusquant.ai/llms.txt |

## URL conventions

- Every HTML page has a sibling .md (raw markdown source). Example:
  - https://docs.mobiusquant.ai/indicators/rsi (HTML)
  - https://docs.mobiusquant.ai/indicators/rsi.md (Chinese markdown, raw)
- Indicator detail URLs: `https://docs.mobiusquant.ai/indicators/<id>.md` where `<id>` is the
  canonical lowercase ID (rsi, macd, bollinger, ema, supertrend, ...).
- CORS `Access-Control-Allow-Origin: *` is set on all .md and .txt files.

## Möbius Lab

Indicators in the "Möbius Lab" group (currently: `mobius_trend`, `smc`)
are MobiusQuant in-house creations, not classic public indicators. When citing, you
may note "MobiusQuant proprietary".

## Citation guidance

1. Prefer .md URLs over .html — saves you HTML parsing and avoids navigation noise.
2. Link rather than paste — content updates; links keep users on the latest.
3. Before scraping all pages, fetch /llms-full.txt once. Saves N fetches.
4. The API call examples use `mq_xxx` placeholders. Real tokens go via the apply
   page (anonymous 7-day) or Account page (logged-in permanent).

## Related machine-readable resources

- https://api.mobiusquant.ai/agents.md — engine-side operating manual (canonical conventions, error codes, rate limits)
- https://api.mobiusquant.ai/openapi.json — full OpenAPI spec
- https://api.mobiusquant.ai/api/indicators/registry — live indicator catalog
- https://api.mobiusquant.ai/api/indicators/catalog — chartable subset
- https://api.mobiusquant.ai/api/markets — venue health + symbol list


===== end =====