Manages operational lifecycle, risk mitigation, and system health for high-frequency trading platforms.

Install

mkdir -p .claude/skills/hft-ops && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/13878" && unzip -o skill.zip -d .claude/skills/hft-ops && rm skill.zip

Installs to .claude/skills/hft-ops

Activation

This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.

<!-- REVIEW-2026-04-17: unreferenced by rules/workflows/teams/agents. Confirm or delete. --> --- name: hft-ops description: Use when working on platform operations — session lifecycle, autonomy degradation, position flattening, margin monitoring, pre/post market checks, backup, o
280 chars · catalog description✓ has a “when” triggerlonger than Claude Code's old 250-char listing cap (fine on current versions)
Advanced

Key capabilities

  • Govern wall-clock session lifecycles per product track
  • Monitor autonomy and health for auto-degradation
  • Perform emergency position flattening within a deadline
  • Monitor broker margin availability
  • Execute pre-market and post-market checks
  • Automate ClickHouse backup

How it works

The skill manages HFT operations through session governors, autonomy monitors, and various utility modules, ensuring safe trading by controlling lifecycles, risk, and system health.

Inputs & outputs

You give it
Operational parameters and system status
You get back
Managed trading session, degraded autonomy mode, flattened positions, or operational reports

When to use hft-ops

  • Monitor margin availability
  • Emergency position flattening
  • Diagnose system degradation
  • Daily PnL reporting

About this skill

<!-- REVIEW-2026-04-17: unreferenced by rules/workflows/teams/agents. Confirm or delete. -->

name: hft-ops description: Use when working on platform operations — session lifecycle, autonomy degradation, position flattening, margin monitoring, pre/post market checks, backup, or any code in ops/.

HFT Operations

Use this skill for ops/ (14 files), operational Makefile targets, and runtime lifecycle management.

Module Map (14 files)

Session Lifecycle

FileClassPurpose
session_governor.py (12KB)SessionGovernor, TrackGate, SessionPhaseWall-clock session FSM per product track
strategy_governor.pyStrategyGovernorPer-strategy risk management

Autonomy & Safety

FileClassPurpose
autonomy.pyAutonomyMode, AutonomyTransitionNORMAL/QUARANTINED/REDUCE_ONLY/HALT enum + transitions
autonomy_monitor.py (16KB)AutonomyMonitorContinuous health monitoring -> auto-degradation
position_flattener.pyPositionFlattenerEmergency position closure (120s deadline)
flatten_gate.pyFlattenGateFORCE_FLAT phase filter (close-only orders)
manual_rearm.pymanual_rearm()Operator recovery from REDUCE_ONLY/HALT
platform_degrade.pyPlatformDegradeManagerCoordinated multi-subsystem degradation
margin_monitor.pyMarginMonitorBroker margin availability monitoring

Ops Utilities

FileClassPurpose
backup.pyBackupManagerClickHouse backup automation
config_snapshot.pyConfigSnapshotBoot config -> CH audit trail
daily_pnl_report.pyDailyPNLReportDaily PnL summary
evidence.pyEvidenceCollectorDegradation diagnosis evidence
platform_inputs.pyPlatformInputsPlatform input parameters

Session Phase FSM

INIT(0) -> PRE_OPEN(1) -> OPEN(2) -> CLOSE_ONLY(3) -> FORCE_FLAT(4) -> CLOSED(5)

Driven by wall-clock schedule in config/base/session_governor.yaml:

tracks:
  - name: stock
    symbols: [2330, 2317]
    schedule:
      - {phase: pre_open, at: "08:30"}
      - {phase: open, at: "09:00"}
      - {phase: close_only, at: "13:25"}
      - {phase: force_flat, at: "13:29"}
      - {phase: closed, at: "13:30"}
  - name: futures_day
    symbols: [MXF, TX]
    schedule: [...]

TrackGate provides O(1) per-symbol phase lookup for StrategyRunner:

  • OPEN: normal trading
  • CLOSE_ONLY: close positions only
  • FORCE_FLAT: PositionFlattener active
  • CLOSED: all intents rejected

Autonomy Degradation

AutonomyMonitor checks (every 100ms-1s):
  CH write stale > 60s         -> PLATFORM_REDUCE_ONLY
  Feed gap > 50% of symbols    -> PLATFORM_REDUCE_ONLY
  Feed reconnect flapping      -> PLATFORM_REDUCE_ONLY
  Queue depth > 90% maxsize    -> PLATFORM_REDUCE_ONLY
  RSS memory > threshold       -> PLATFORM_REDUCE_ONLY
  PnL drawdown > limit         -> HALT
  Reconciliation drift         -> PLATFORM_REDUCE_ONLY

Transitions:
  NORMAL -> PLATFORM_REDUCE_ONLY (auto)
  PLATFORM_REDUCE_ONLY -> HALT (auto, on critical triggers)
  HALT -> NORMAL (MANUAL ONLY via manual_rearm())

Reason codes (frozen set for metrics): broker_unavailable, clickhouse_unhealthy, feed_gap_majority, feed_reconnect_flapping, memory_pressure, persistence_failure, pnl_peak_drawdown, queue_depth_exceeded, reconciliation_drift, rss_unhealthy, wal_backlog_unhealthy

Pre/Post Market SOPs

Pre-Market

make pre-market-check    # Docker, ClickHouse, Redis, WAL, metrics

Checks: containers healthy, CH responsive, Redis ping, WAL backlog zero, Prometheus scraping.

Post-Market

make post-market-check   # WAL, recorder, ClickHouse records, PnL

Checks: WAL drained, recorder healthy, today's CH row count, PnL reconciled.

Operational Commands

# Health
make pre-market-check              # Pre-market gates
make post-market-check             # Post-market verification
make recorder-status               # WAL backlog + CH status
uv run hft check                   # Config validation

# Drills
make drill-ck-down                 # ClickHouse 30s outage (WAL fallback test)
make drill-wal-pressure            # Disk pressure circuit breaker
make drill-recon-mismatch          # Reconciliation mismatch
make rollback-drill                # Rollback procedure

# Maintenance
make canary-auto                   # One-shot canary gate
make wal-archive-cleanup           # Clean old WAL archives
make wal-dlq-status                # DLQ status

Key Environment Variables

VariableDefaultEffect
HFT_STARTUP_RECON_ENABLED1Startup position recovery
HFT_STARTUP_RECON_QTY_THRESHOLD10Stock discrepancy auto-correct threshold
HFT_CHECKPOINT_ENABLED1Periodic position checkpoint
HFT_RECONNECT_HOURS08:30-13:35Auto-reconnect window
HFT_RECONNECT_HOURS_2Secondary window (night session)
HFT_STORMGUARD_FEED_GAP_HALT_S30Feed gap -> HALT threshold
HFT_BACKUP_ENABLED0Automated daily CH backup
HFT_BACKUP_RETAIN_DAYS30Backup retention
HFT_TELEGRAM_ENABLED0Telegram notifications

Notification Flow

AutonomyMonitor detects degradation
  -> NotificationDispatcher
    -> Critical (HALT, daily_loss): bypass rate limit, immediate Telegram
    -> Normal (StormGuard, margin, position): rate-limited (10s/msg)
  -> Operator reviews -> manual_rearm() -> NORMAL

Critical Rules

  1. HALT requires manual rearm — never auto-recover from HALT
  2. FORCE_FLAT has 120s deadline — timeout = fail, escalate
  3. SessionGovernor is wall-clock — not event-driven
  4. TrackGate unknown symbols -> CLOSED (safe default, unless HFT_TRACK_GATE_DEFAULT_OPEN=1)
  5. Autonomy reason codes are frozen — add new ones to the frozen set before using
  6. Remote deployment is manual — never auto-deploy (user feedback rule)

When not to use it

  • When auto-recovery from HALT is desired
  • When remote deployment should be automated

Limitations

  • HALT requires manual rearm , never auto-recover from HALT.
  • FORCE_FLAT has 120s deadline , timeout = fail, escalate.
  • Remote deployment is manual , never auto-deploy.

How it compares

This skill provides a structured and automated framework for high-frequency trading operations, including predefined session phases and autonomy degradation, which is more controlled than manual oversight.

Compared to similar skills

hft-ops side by side with the closest alternatives in the catalog.

SkillInstallsUpdatedSafetyDifficulty
hft-ops (this skill)03moReviewAdvanced
aws-billing-and-cost-management03moReviewIntermediate
system-info16moReviewBeginner
it-operations17moNo flagsAdvanced

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