clickhouse-architect
ClickHouse schema design and optimization. TRIGGERS - ClickHouse schema, compression codecs, MergeTree, ORDER BY tuning, partition key.
code-clone-assistant
Detect and refactor code duplication with PMD CPD. TRIGGERS - code clones, DRY violations, duplicate code.
dead-code-detector
Detect unused/unreachable code in polyglot codebases (Python, TypeScript, Rust). TRIGGERS - dead code, unused functions, unused imports, unreachable code.
multi-agent-e2e-validation
Multi-agent parallel E2E validation for database refactors. TRIGGERS - E2E validation, schema migration testing, database refactor validation.
multi-agent-performance-profiling
Multi-agent performance profiling for pipeline bottlenecks. TRIGGERS - performance profiling, bottleneck analysis, pipeline optimization.
pre-ship-review
Run a structured quality review before shipping code at any checkpoint such as PRs, releases, or milestones. Use whenever the user says 'pre-ship review', 'ship check', 'quality review', 'self review', or 'ready to ship', or before any significant code submission. This skill catches integration boundary failures where AI-generated code breaks between components. Do NOT use for routine linting or formatting (those are handled by Phase 2 of ITP) or for reviewing documentation-only changes.
refactoring-guide
SOTA refactoring and modularization principles that LLMs systematically miss. Covers language-agnostic principles plus Rust-specific (visibility, crate boundaries, Cargo features) and Swift/macOS-specific (access control, import visibility, target boundaries) guidance. Apply during any refactoring, code restructuring, module extraction, or architectural cleanup task. TRIGGERS - refactor, restructure, modularize, extract module, split file, reduce coupling, code smell, architectural cleanup, decompose, reorganize code, Rust crate boundary, Swift module, pub(crate), package access. Also use proactively when you detect code smells (boolean params, import cycles, god modules, temporal coupling) even if the user doesn't explicitly ask for refactoring advice.
schema-e2e-validation
Earthly E2E validation for YAML schema contracts. TRIGGERS - schema validation, YAML schema, schema contracts, regenerate types.
symmetric-dogfooding
Bidirectional integration validation where two repositories validate each other before release. TRIGGERS - symmetric dogfooding, bidirectional testing, cross-repo validation, reciprocal testing, polyrepo integration.
adaptive-wfo-epoch
Adaptive epoch selection for Walk-Forward Optimization. TRIGGERS - WFO epoch, epoch selection, WFE optimization, overfitting epochs.
backtesting-py-oracle
backtesting.py configuration for SQL oracle validation and range bar pattern backtesting. Use when running backtesting.py against ClickHouse SQL results, configuring Backtest() constructor, handling overlapping trades, multi-position mode, rolling quantile NaN handling, trade sorting, or oracle gate validation. TRIGGERS - backtesting.py, Backtest(), hedging, exclusive_orders, multi-position, overlapping trades, oracle validation, SQL vs Python, trade comparison, entry price mismatch, signal count mismatch, rolling quantile NaN, ExitTime sort, stats._trades, gen600_strategy, champion_strategy, gen300_strategy, barrier setup.
evolutionary-metric-ranking
Multi-objective evolutionary optimization for per-metric percentile cutoffs and intersection-based config selection. TRIGGERS - ranking optimization, cutoff search, metric intersection, Optuna cutoffs, evolutionary search, percentile ranking, multi-objective ranking, config selection, survivor analysis, binding metrics, Pareto frontier cutoffs.
ignore
Manage global ignore patterns for lint-relative-paths. TRIGGERS - statusline ignore, add ignore pattern, lint ignore, path lint exclude.
session-info
Get current Claude Code session UUID and registry info. TRIGGERS - current session, session uuid, session id, what session, which session.
exchange-session-detector
Production-grade DST-aware exchange session detection using the exchange_calendars library. Covers holiday detection, lunch break handling, vectorized session lookups, and the ExchangeConfig registry pattern for 10 global exchanges. Use this skill whenever the user needs to detect trading sessions, check market hours, handle DST transitions for exchanges, add session flags to DataFrames, detect holidays, handle lunch breaks (Tokyo, Hong Kong, Singapore), or mentions exchange_calendars, xcals, MIC codes, or trading hours. Also use when upgrading from simplified hour-range session detection (like zoneinfo + fixed hours) to production-grade exchange calendar support. TRIGGERS - exchange session, trading session, DST session, exchange calendar, market hours, lunch break, holiday detection, exchange_calendars, session detector, xcals, MIC code, trading hours, is market open, session flags, trading schedule.
opendeviation-eval-metrics
Use when evaluating open deviation bar signal quality, computing Sharpe ratios with non-IID bars, running PSR/DSR/MinTRL statistical tests, or assessing outcome predictability via the Beyond Hit Rate framework (entropy, CUSUM, runs test, Lempel-Ziv complexity, OPI score). Also use when someone reports only hit rate as evidence of signal quality — this skill provides the anti-pattern guidance and proper evaluation stack including temporal decay detection and regime break analysis.
sharpe-ratio-non-iid-corrections
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zigzag-pattern-classifier
ZigZag swing pattern classification framework for algorithmic trading. Covers the complete taxonomy of two-pivot (UP-DOWN, L₀→H₁→L₂) and three-pivot (UP-DOWN-UP, L₀→H₁→L₂→H₃) ZigZag patterns with EL/HL/LL base classes, 9 FD-binned variants, 9 three-pivot variants, 27-way extension, and market regime mapping. Use this skill whenever the user asks about zigzag patterns, swing classification, leg patterns, EL/HL/LL classification, higher-low/lower-low/equal-low patterns, pattern exhaustiveness proofs (why 9 or 27), Freedman-Diaconis binning for swing patterns, epsilon tolerance bands for price equality, normalized retracement z-scores, UP-DOWN or UP-DOWN-UP variant enumeration, market regime labels from swing structure, or any question about how many distinct zigzag configurations exist and what they mean. TRIGGERS - zigzag pattern, swing classification, EL HL LL, higher low lower low, pattern variants, leg classification, zigzag variants, UP-DOWN pattern, three-pivot, two-pivot, FD binning swing, tolerance band epsilon, retracement z-score, pattern exhaustiveness, 9 variants, 27 variants, swing regime, triangle compression, continuation impulse, rally failure.
audit-now
Force immediate validation round. TRIGGERS - ru audit, force validation, audit now, run audit.
encourage
Add item to encouraged list (prioritizes work on matching topics). TRIGGERS - ru encourage, add encouraged, prioritize topic, encourage work.
forbid
Add item to forbidden list (blocks work on matching topics). TRIGGERS - ru forbid, block topic, add forbidden, prevent work.
settings
View or modify loop settings. TRIGGERS - ru settings, loop settings, show settings, ru configuration.
start
Enable autonomous loop mode for any project. TRIGGERS - ru start, start autonomous, enable loop mode, begin autonomous work.
status
Show current loop state. TRIGGERS - ru status, loop status, autonomous status, check ru state.
stop
Disable autonomous loop mode immediately. TRIGGERS - ru stop, stop autonomous, disable loop, end autonomous mode.
wizard
Interactive guidance setup with AskUserQuestion flow. TRIGGERS - ru wizard, configure guidance, setup encourage forbid, ru interactive setup.
rust-dependency-audit
Audit Rust dependencies for vulnerabilities, license compliance, supply chain integrity, and freshness using cargo-audit, cargo-deny, cargo-vet, and cargo-outdated. Use whenever the user asks about dependency auditing, vulnerability scanning, license checks, supply chain verification, crate freshness, or says 'cargo outdated' or 'cargo update'. Also use before any Rust crate release. Do NOT use for Rust tooling guidance on refactoring, profiling, or benchmarking (use rust-sota-arsenal instead).
rust-sota-arsenal
Reference guide for state-of-the-art Rust tooling across refactoring, profiling, benchmarking, testing, and SIMD optimization. Use whenever the user asks about ast-grep, cargo-semver-checks, samply, cargo-pgo, cargo-wizard, divan, Criterion, cargo-nextest, cargo-mutants, cargo-hack, or macerator. Also use when the user wants to refactor Rust code with AST-aware tools, profile or benchmark Rust performance, run mutation testing, or optimize with SIMD. Do NOT use for dependency auditing (use rust-dependency-audit instead) or for general Rust language questions unrelated to tooling.
cleanup-deleted
Purge deleted/ghost Telegram accounts from dialog lists and contacts. Removes spam ghosts that clutter your chat list. Use whenever user mentions deleted accounts, ghost accounts, spam cleanup, telegram cleanup, clean chat list, or remove deleted contacts. TRIGGERS - telegram cleanup, deleted accounts, ghost accounts, telegram spam, clean telegram, purge deleted, remove ghosts, telegram housekeeping
create-group
Create Telegram groups, supergroups, or channels. Optionally invite users on creation. TRIGGERS - telegram create group, telegram new group, telegram create channel, telegram new channel, make telegram group
delete-messages
Delete messages from Telegram chats. Supports deleting for everyone or self only. TRIGGERS - telegram delete, delete telegram message, telegram remove message, telegram unsend
download-media
Download media files (photos, videos, documents) from Telegram messages. TRIGGERS - telegram download, download telegram, telegram save, telegram get file, telegram export media
find-user
Find and resolve Telegram users by username, phone number, or ID. Get profile info. TRIGGERS - telegram find user, telegram user info, telegram resolve username, telegram who is, telegram lookup, telegram profile
forward-message
Forward messages between Telegram chats. Supports single or batch forwarding. TRIGGERS - telegram forward, forward telegram message, telegram relay, telegram copy message
list-dialogs
List all Telegram chats, groups, and channels for your personal account. Use when user wants to see their Telegram contacts, find a chat ID, browse Telegram conversations. TRIGGERS - telegram dialogs, telegram chats, telegram contacts, find telegram chat, telegram chat id
manage-members
Manage Telegram group/channel members: invite, kick, list members, filter admins. TRIGGERS - telegram invite, telegram kick, telegram members, telegram add user, telegram remove user, telegram ban, list telegram members, telegram group members
mark-read
Mark Telegram chats as read, clear unread badges and mentions. TRIGGERS - telegram mark read, telegram read receipt, telegram clear unread, telegram acknowledge
pin-message
Pin or unpin messages in Telegram chats and groups. TRIGGERS - telegram pin, telegram unpin, pin telegram message, unpin telegram message
search-messages
Search for messages across all Telegram chats or within a specific chat. Find text, filter by sender. TRIGGERS - telegram search, search telegram, find in telegram, telegram find message, search telegram chat, search telegram text
send-media
Send files, photos, videos, voice notes, and documents on Telegram via your personal account. TRIGGERS - telegram send file, telegram photo, telegram video, telegram voice note, telegram document, send file telegram, upload telegram
send-message
Send Telegram message as your personal account via MTProto. Use when user wants to send a message on Telegram, text someone on Telegram, or message a Telegram contact. TRIGGERS - telegram send, send telegram, text on telegram, message telegram, telegram message
clean-component-removal
Remove TTS and Telegram sync components cleanly. TRIGGERS - uninstall tts, remove telegram bot, uninstall kokoro, clean tts, teardown, component removal.
component-version-upgrade
Upgrade Kokoro model, bot dependencies, or TTS components. TRIGGERS - upgrade kokoro, update model, upgrade bot, update dependencies, version bump, component update.
diagnostic-issue-resolver
Diagnose and resolve TTS and Telegram bot issues. TRIGGERS - tts not working, bot not responding, kokoro error, audio not playing, lock stuck, telegram bot troubleshoot, diagnose issue.
agent-reach
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graph-easy
Create ASCII diagrams for markdown using graph-easy. TRIGGERS - ASCII diagram, graph-easy, architecture diagram, markdown diagram.
impl-standards
Core engineering standards for implementation. TRIGGERS - error handling, constants management, progress logging, code quality.
implement-plan-preflight
Run the Preflight phase of the ITP workflow to create ADR and design spec artifacts. Use whenever the user asks to create an ADR, write a design spec, set up MADR-format documentation, or when the /itp:go workflow enters its preflight stage. Do NOT use for general documentation writing or markdown formatting that is unrelated to the ADR-driven development workflow.
mise-configuration
Configure environment variables and project settings using mise [env] as the single source of truth. Use whenever the user needs to set up mise.toml, centralize environment variables, configure Python venvs through mise, use mise templates, or structure hub-spoke and monorepo mise configurations with subfolder overrides. Do NOT use for mise task orchestration (use mise-tasks instead) or for runtime version management unrelated to environment configuration.
mise-tasks
Orchestrate multi-step project workflows using mise task definitions with dependency management and argument handling. Use whenever the user wants to create, edit, or debug mise tasks, wire up task dependencies with depends/depends_post, or run workflows via 'mise run'. Also use when setting up task runners or automating build pipelines through mise. Do NOT use for mise environment variable configuration (use mise-configuration instead) or for general shell scripting unrelated to mise.
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