cajias

Research (as an internal step) a GitHub/GitLab milestone's open issues in order to PRINT a copy-paste autonomous-loop prompt that drives the milestone to completion — behavior-driven (BDD) scenarios, adversarial gap-checking, a per-iteration…

Eight APM-marketplace-authoring gotchas discovered during real migrations from hand-authored .claude-plugin/marketplace.json to APM-managed and from CC-native plugin authoring. Use when: (1) running APM's packaging step (with or without `--dry-run`) or its…

Canonical authoring layout for an APM (microsoft/apm) package, plus the decision matrix for whether you need a `marketplace:` block. Use when: (1) you've run `apm init` and are unsure where SKILL.md / agent .md / command .md files belong (answer: under…

Fix for Claude Code startup error `Plugin directory not found at path: <marketplace_root>/<plugin_name>. Check that the marketplace entry has the correct path.` when the marketplace is a `source: "directory"` marketplace that uses `metadata.pluginRoot` to…

Analyze Claude Code sessions to extract configuration improvements. Use when: (1) Want to optimize Claude Code setup (skills, permissions, CLAUDE.md), (2) Need to find what tools should be pre-granted (repeated permission requests), (3) Looking for skills to…

This skill should be used when the user asks to "migrate quip to obsidian", "download quip images", "fix quip diagrams", "export quip folder", or mentions migrating Quip documents with images/diagrams to Obsidian. Handles complete Quip folder migration…

Generate comprehensive software effort estimation reports that analyze codebase complexity, calculate traditional development effort across five estimation models, and quantify productivity gains from LLM-assisted development. Use when estimating project…

Standalone AIDE-style autoresearch agent: tree-search over candidate solutions (draft/debug/improve operators) for any task directory with a task.md and score.py — ML engineering, heuristic optimization, or harness engineering. Runs the current best…

Activate when a user invokes /agentic-harness:precommit, :review, :submit, or asks to run a Prose-packaged review workflow ("precommit review", "run mr-review on MR 21", "submit MR 42 via prose", etc.). Verifies prereqs, resolves reviewer defaults, and…

Rules for deduplicating code review findings across agents

Rules for auto-dismissing code review findings that are false positives

Local GitLab MR code review orchestrator. Use when the operator asks to "review this MR", "run a local MR review", "review my branch's MR", or wants a LOCAL-only (no GitLab posts) multi-dimensional review with automatic filtering and optional fix loop.…

This skill should be used when the user asks to "address MR feedback", "fix review comments", "respond to code review", "handle MR suggestions", "shepherd an MR", "resolve discussion threads", or "run the MR feedback loop". Provides a systematic workflow for…

Inspect and manage shepherd agents spawned by /agentic-harness:mr-submit. Use when the operator asks to "check MR status", "list active shepherds", "resume a shepherd after restart", "retire an MR", "approve drafted thread replies", or wants a dashboard of CI…

End-to-end GitLab MR lifecycle orchestration. Use when the operator says "submit this MR", "open an MR with full review", "run the MR pipeline", "submit and shepherd", or wants to take a branch from "ready to push" through merge with automatic review, push,…

Activate when the user says "watch MR X until it lands", "babysit MR Y", "keep MR Z healthy", "keep an eye on this MR until it merges", or asks to run a long-running shepherd that survives across sessions. Complements `mr-shepherd` (single-pass) and…

Diagnose and fix failures in `paper.mode: live` runs against Binance Spot Testnet. Use when: (1) a live paper run aborts with `HttpClientBuildError("builder error")` from the Rust adapter; (2) a live paper run aborts with `MissingBinanceCredentialsError` from…

Operator runbook for the nautilus-competition CLI. Use when: (1) scaffolding a working directory via `compete init` (or laying it out manually); (2) running `compete run <working-dir>` with `--paper-duration-minutes`, `--rounds`, `--metrics-endpoint`, or…

Per-team authoring contract for nautilus-competition. A team is a MULTI-AGENT system (5-role baseline: researcher + hypothesis-generator + critic + risk-officer + memory-keeper, plus paradigm-specific specialists) that runs INSIDE `train(ctx)` to crystallize…

General-purpose NautilusTrader (nautilus_trader) usage guidance, OUTSIDE the nautilus-competition framework. Use when: (1) explaining NautilusTrader's event-driven architecture, MessageBus, or actor model for someone new to the library; (2) deciding between…

Live observability stack for nautilus-competition runs. Use when: (1) bringing up the docker-compose Prometheus + pushgateway + Grafana stack with `docker compose -f docker-compose.observability.yml up -d`; (2) wiring `compete run` to push metrics via…

Fix for "RuntimeError: invalid bar.volume.precision=N did not match instrument.size_precision=M" or similar bar/instrument precision-mismatch errors at BacktestEngine.run() time. Use when: (1) bars come from a ParquetDataCatalog and the instrument is loaded…

Fix for nautilus_trader's global Rust logger panicking on second init within the same Python process. Use when: (1) you see "thread '<unnamed>' panicked at crates/common/src/ffi/logging.rs:146:14: Failed to initialize logging: attempted to set a logger after…

Rewrite, draft, and review prose so it is clear, specific, human, and appropriate to context. Use this skill when improving emails, essays, documents, reports, UI copy, marketing copy, posts, or any text that may sound generic, AI-written, over-polished,…

Converts scripts, prose, story ideas, or existing AI image/video assets into professional cinematic direction deliverables: script breakdowns, director's book notes, continuity bible, shot lists, storyboard/keyframe prompts, image-to-video motion prompts,…

Use when planning a multi-shot AI video (TikTok Reel, Instagram Ad, YouTube Shorts, product explainer) where the target duration exceeds what a single AI generation can produce (>15s), and you need a coordinated shot list with visually consistent prompts for…

Generates optimized prompts for AI tools. Activates only when the user explicitly asks to write, fix, improve, or adapt a prompt for a specific AI tool (LLM, Cursor, Midjourney, image AI, video AI, coding agents, etc.). Does not activate for general…

Authoring contract for NautilusTrader strategies pluggable into the cajias/nautilus-trading `nt` CLI. Use when the user asks to "write a new strategy", "author a strategy for nautilus", says "STRATEGY_SPEC", "register a strategy", "external strategy", "build…

Quickstart for the `nt` CLI shipped by the cajias/nautilus-trading repo. Use when the user asks "how do I run nautilus", mentions the "nt CLI", says "list strategies", "run a backtest", "paper trade with nautilus", "what does nt strategies do", "nt backtest",…

Be a live soccer coach for one team in the agentic-soccer match. Use when the user says "be the home coach" / "be the away coach" / "coach the home team" or wants to drive a team in the running soccer simulation via the soccer-sim MCP server. Self-paces a…