BrightData
USE WHEN Bright Data, scrape URL, web scraping tiers. SkillSearch('brightdata') for docs.
Browser
USE WHEN browser, screenshot, debug web, verify UI, troubleshoot frontend.
CORE
USE WHEN PAI system, PAI algorithm, how PAI works, system overview, core configuration, PAI infrastructure.
Council
USE WHEN council, debate, perspectives, agents discuss. SkillSearch('council') for docs.
CreateCLI
USE WHEN create CLI, build CLI, command-line tool. SkillSearch('createcli') for docs.
CreateSkill
USE WHEN create skill, new skill, skill structure, canonicalize. SkillSearch('createskill') for docs.
Docx
Word document processing. USE WHEN docx, Word document. SkillSearch('docx') for docs.
PDF processing. USE WHEN pdf, PDF file. SkillSearch('pdf') for docs.
Pptx
PowerPoint processing. USE WHEN pptx, PowerPoint, slides. SkillSearch('pptx') for docs.
Documents
USE WHEN document, process file. SkillSearch('documents') for docs.
Xlsx
Excel file processing. USE WHEN xlsx, Excel, spreadsheet. SkillSearch('xlsx') for docs.
Evals
USE WHEN eval, evaluate, test agent, benchmark, verify behavior, regression test, capability test. Includes three grader types (code-based, model-based, human), transcript capture, pass@k/pass^k metrics, and ALGORITHM integration.
Fabric
USE WHEN user says 'use fabric', 'fabric pattern', 'run fabric', 'update fabric', 'update patterns', 'sync fabric', 'extract wisdom', 'summarize with fabric', 'create threat model', 'analyze with fabric', OR any request to apply Fabric patterns to content.
find-skill
USE WHEN find skill, search skill, discover skill, is there a skill for, skill for X, need a skill.
FirstPrinciples
USE WHEN first principles, fundamental, root cause, decompose. SkillSearch('firstprinciples') for docs.
install-backend
USE WHEN install backend skills, backend stack, setup backend, new backend project, api project setup, hono project, cloudflare workers project.
install-devops
USE WHEN install devops skills, devops stack, setup devops, infrastructure skills, deployment skills, cloudflare project setup.
install-frontend
USE WHEN install frontend skills, frontend stack, setup frontend, new frontend project, react project setup.
eight-gates
>-
hades
IF cleanup/elimination needed THEN use this. IF zero suppressions THEN this. IF dead code THEN this. IF duplication THEN this. IF frontend design quality audit THEN use this with --goggles. Smart-Hades: every session gets a Smart ID, deletion permit, and audit ledger. Team lead skill — spawns 4 debate teammates per phase (+3 goggles teammates when equipped). Ignores public API, semver, changelog. Pure functional destruction. Idempotent: same input, same output. Requires CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1.
writing-rules
>
otel-expert
Use this when working with OpenTelemetry, telemetry, observability, traces, spans, metrics, logs, OTLP, semantic conventions, or instrumentation. Triggers on questions like "what attributes should I use", "how do I configure the collector", "what's the semconv for X".
example-skill
Brief description of what this skill does. Use when [specific trigger situations].
beads
Use Beads to structure and execute work via epics, tasks, and dependencies
make
Use Makefile to config and build the project
readme
Makeing of README.md files for ROBOLIBS libraries
stig
Use Stig to generate documentation from C/C++ code with Doxygen-style comments
continuity-check
>-
encounter-balance
>-
loot-audit
>-
mimir-dm
>-
npc-network
>-
pressure-test
>-
session-prep
>-
brainstorming-with-cortex
Runs brainstorming sessions that build on existing Cortex knowledge. Checks for prior research and brainstorms before exploring. Delegates to cortex-frontmatter skill for doc structure. Use when the user wants to brainstorm, explore ideas, or think through an approach.
cortex-frontmatter
Knows the frontmatter contract for all Cortex knowledge systems. Routes to the correct base fields + system-specific extras when writing docs. Other skills delegate to this skill for doc creation.
producing-research-documents
Produces structured research documents with YAML frontmatter into the Cortex knowledge system. Checks existing cortex knowledge before going external. Delegates to cortex-frontmatter skill for doc structure. Use when the user asks to research a topic, investigate something, or create a research note.
visualize-cortex-knowledge
Generates Mermaid diagrams from Cortex documents and exports to print-ready SVG/PDF for A3/A2 wall printing. Auto-detects diagram type from source context. Uses @lepion/mcp-server-mermaid MCP tools. Use when the user wants to visualize, diagram, or create a visual summary of knowledge.
east-py-datascience
Data science and machine learning platform functions for the East language (TypeScript types). Use when writing East programs that need optimization (MADS, Optuna, SimAnneal, Scipy, Optimization, GoogleOr), machine learning (XGBoost, LightGBM, NGBoost, Torch MLP, Lightning, GP), Bayesian inference (PyMC), simulation (Simulation DES), ML utilities (Sklearn preprocessing, metrics, splits), conformal prediction (MAPIE), or model explainability (SHAP). Triggers for: (1) Writing East programs with @elaraai/east-py-datascience, (2) Derivative-free optimization with MADS, (3) Bayesian optimization with Optuna, (4) Discrete/combinatorial optimization with SimAnneal, (5) Gradient boosting with XGBoost or LightGBM, (6) Probabilistic predictions with NGBoost or GP, (7) Neural networks with Torch MLP or Lightning, (8) Data preprocessing and metrics with Sklearn, (9) Conformal prediction intervals with MAPIE, (10) Model explainability with Shap, (11) Iterative coordinate descent with Optimization, (12) Constraint programming, vehicle routing, LP/MIP, or graph algorithms with GoogleOr, (13) Bayesian regression, hierarchical models, and multi-layer estimation with PyMC, (14) Economic ontology simulation via discrete event simulation with Simulation.
novel-creator
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git-worktree
Manage Git worktrees for parallel development
comprehensive-research
Multi-phase research orchestration for thorough codebase, documentation, and external knowledge investigation. Invoked by /ai-eng/research command. Use when conducting deep analysis, exploring codebases, investigating patterns, or synthesizing findings from multiple sources.
coolify-deploy
Deploy to Coolify with best practices
plugin-dev
This skill should be used when creating extensions for Claude Code or OpenCode, including plugins, commands, agents, skills, and custom tools. Covers both platforms with format specifications, best practices, and the ai-eng-system build system.
incentive-prompting
Research-backed prompting techniques for improved AI response quality (+45-115% improvement). Use when optimizing prompts, enhancing agent instructions, or when maximum response quality is critical. Invoked by /ai-eng/optimize command. Includes expert persona, stakes language, step-by-step reasoning, challenge framing, and self-evaluation techniques.
prompt-refinement
Transform prompts into structured TCRO format with phase-specific clarification. Automatically invoked by /ai-eng/research, /ai-eng/plan, /ai-eng/work, and /ai-eng/specify commands. Use when refining vague prompts, structuring requirements, or enhancing user input quality before execution.
text-cleanup
Comprehensive patterns and techniques for removing AI-generated verbosity and slop
pr-view
View pull request details including title, status, branches, and description. Use when the user asks about a PR, wants PR context, mentions viewing/checking a pull request, or needs to understand what a PR is about.
ticket-attach
Manage Jira ticket attachments. Use when the user wants to list, upload, download, or delete attachments on a ticket.
ticket-comment
Add a comment to a Jira ticket. Use when the user wants to post an update, ask a question, document a decision, or communicate status on a ticket.
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