AI Agent Workflow Collection

Convert academic PDF papers to GitHub-renderable GFM markdown with math equations.

Add ADR references to code for traceability. TRIGGERS - ADR traceability, code reference, document decision in code.

Monitor background processes from Claude Code using sentinel files, heartbeat liveness, and subagent polling. Best practices and anti-patterns for autonomous loops that need to kick off work, detect completion/failure/hang/timeout, and resume the main context without wasting tokens. TRIGGERS - monitor background process, sentinel file, heartbeat monitoring, process supervision, agentic loop monitor, background task health, detect hung process, poll for completion, watchdog pattern, process liveness, monitor long-running task, agent poll loop, circuit breaker pattern.

Convert .cast recordings to .txt for analysis. TRIGGERS - convert cast, cast to txt, strip ANSI, batch convert.

Record Claude Code sessions with asciinema. TRIGGERS - record session, asciinema record, capture terminal, demo recording.

Augment Kokoro TTS engine — upgrade dependencies and model. Renamed from 'upgrade' to avoid clashing with Claude Code's built-in.

Use when starting a new research campaign, entering a new Claude Code session on a research repo, or when unsure which methodology principle applies. Orients agents to the plugin's 4 specialized skills (foundations, investigation, meta-governance, resurrection) and the genetic-evolutionary framing that treats hypotheses as a population under selection. Covers reading order, when-to-invoke routing, and anti-patterns. TRIGGERS - new research campaign, where to start, which skill to use, how to approach, getting oriented, first time here, genetic evolutionary research, self-evolving methodology.

Use when validating whether a finding is real, designing a shuffled null, checking for label leakage, reviewing causal feature definitions, interpreting agent-reported z-scores, or setting up append-only record-keeping. Covers the 6 epistemic disciplines that prevent known methodological traps — invariant causality (bars[:i] only), bar-local label scaling (not window-relative), three null types (feature-shuffle vs mask-shuffle vs selection-shuffle), agent z-score overstatement corrections, audit-folder ledger discipline, and the post-mortem-before-abandon rule. TRIGGERS - shuffled null, permutation test, causal feature, label leakage, look-ahead bias, z-score significance, Bonferroni correction, bar-local scaling, epistemic discipline, record keeping, audit folder, supersedes ledger, is this real, signal validation, null hypothesis design.

List or validate Pushover notification sounds (built-in plus this account's custom uploaded sounds) via the /1/sounds.json API. Use when choosing a notification sound, checking whether a custom sound exists, or picking a safe fallback before sending. TRIGGERS - pushover sounds, list sounds, validate sound, custom sound, which sounds.

Send a Pushover EMERGENCY (priority 2) alert that repeats until acknowledged, then poll the receipt until the user acks or it expires. Use when something is urgent and must not be missed - production breakage, a blocked autonomous loop needing immediate input, an alarm-until-acknowledged notification. For routine notifications use send-notification. TRIGGERS - emergency alert, urgent pushover, alarm until acknowledged, priority 2, wake me up.

DST-aware exchange session detection using exchangecalendars. Holiday & lunch break handling.

Interactive helper for granting macOS Full Disk Access (FDA) to a launchd-spawned binary.

Machine-wide loop muster — enumerate every registered loop with health, ownership, and staleness. Renamed from 'status' to avoid.

Investigate why ODB bars are oversized, have zero duration, or show anomalous price ranges by forensically analyzing Parquet.

evaluating open deviation bar signal quality, computing Sharpe ratios with non-IID bars, running PSR/DSR/MinTRL statistical tests, or assessing.

Run a structured quality review before shipping code at any checkpoint such as PRs, releases, or milestones. Use whenever the user says.

Send Pushover notifications with UUID-linked verbatim JSONL audit trail.

Memory-safe Python script patterns for long-running processes under systemd MemoryMax constraints. Covers allocator purge (mimalloc/glibc malloctrim), HTTP response lifecycle, DataFrame cleanup, thread-local connection reuse, and periodic GC cadence. Battle-tested through 5 OOM optimization cycles on production GPU workstations. Use this skill proactively whenever writing or reviewing Python scripts that: run under systemd with MemoryMax, process data in loops (downloads, ETL, backfill), use ThreadPoolExecutor, or make repeated HTTP requests. Also use when diagnosing OOM kills, RSS creep, or fd exhaustion in Python services. TRIGGERS - memory optimization, OOM prevention, RSS reduction, malloctrim, systemd MemoryMax, memory leak, allocator purge, memory-safe script, RSS creep, fd exhaustion, SIGKILL status 9, MemoryHigh, glibc arena, mimalloc purge, requests memory leak, ThreadPoolExecutor cleanup.

Terminate (quench) the running FloatingClock process. Renamed from 'quit' to avoid clashing with Claude Code's built-in /quit.

Scion (create or configure) a fork workflow with git-town. Renamed from 'fork' to avoid clashing with Claude Code's built-in.

Create new skills, modify existing skills, and understand skill architecture. Use when users want to create a skill from scratch, learn YAML frontmatter standards, validate skill structure, understand progressive disclosure patterns, or choose between structural patterns (workflow, task, reference, capabilities, suite). Also use for troubleshooting skills that don't trigger correctly, optimizing skill descriptions, or learning best practices for writing effective skill instructions.

Tether (install/uninstall) hooks for auto-backup on session end. Renamed from 'hooks' to avoid clashing with Claude Code's.

Diagnose and repair the documented autoloop bootstrap failure modes for a registered loop. Idempotent. Use when a loop is registered but doesn't fire, when ownersessionid is stuck at "pending-bind", or after a marketplace update that may have left stale plists. Renamed from "doctor" to avoid clashing with Claude Code's /doctor. TRIGGERS - autoloop doctor, autoloop repair, autoloop fix, fix loop, repair loop, pending-bind, loop won't fire, loop not firing.

ZigZag swing pattern classification for algorithmic trading. UP-DOWN and UP-DOWN-UP patterns.