Agent Building skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

ijfw-core

IJFW efficiency layer -- smart output, routing, context discipline. Always active. Trigger: any IJFW interaction. Disable: 'ijfw off' or 'normal'.

198 repo starsObserved in 1 repos
Agent Building

ijfw-metrics

Internal session metrics tracking. Auto-triggered at session boundaries. Tracks tokens, agent usage, efficiency gains. View with /ijfw-status.

198 repo starsObserved in 1 repos
Agent Building

ijfw-writing-skills

Authoring discipline for new IJFW skills. Use when creating a new skill, writing a skill, making a skill that does X, or asked to add a skill. Trigger: create a new skill, write a skill, new skill, make me a skill, skill that does, /ijfw-writing-skills

198 repo starsObserved in 1 repos
Agent Building

maui-ai-tool-bindings

Use `Microsoft.Maui.AI.Attributes` to source-generate `Microsoft.Extensions.AI` tools for MAUI apps. USE FOR: `ExportAIFunction`, `AIToolSource`, `AIToolContext`, `Default.Tools`, DI-bound parameters, chat-session scopes, AOT-safe tools, and `IChatClient.UseFunctionInvocation`. DO NOT USE FOR: Essentials.AI chat or embeddings, native bindings, or theory.

198 repo starsObserved in 1 repos
Agent Building

run-assert-eval

Run an ASSERT evaluation from a plain-language behavior requirement. Use when the user wants to evaluate, test, or check an AI agent, LLM app, or model against requirements/policies (e.g. "evaluate my agent for budget violations", "test that the support bot never gives legal advice"). Generates or reuses an eval_config.yaml, runs the pipeline, and reports pass/violation rates with trace-cited failure examples.

198 repo starsObserved in 1 repos
Agent Building

nav-diagnose

Detect quality drops in AI output and prompt re-anchoring. Auto-triggers after repeated corrections, context confusion, or when user says "something seems off", "you're not getting this".

197 repo starsObserved in 5 repos
Agent Building

auto-ai-canvas-skill-mode

Use when the user wants AI Canvas to process Skill jobs submitted from the canvas Skill panel, including 继续处理 Skill, 处理画布 Skill, 小红书封面 Skill, or canvas skill requests.

197 repo starsObserved in 1 repos
Agent Building

nav-features

Show and toggle Navigator features. Auto-invoke when user says "show features", "enable/disable feature", "my navigator settings", or "configure navigator".

197 repo starsObserved in 1 repos
Agent Building

nav-install-multi-claude

DEPRECATED. The multi-Claude orchestration scripts are deprecated in favor of native Claude Code Workflows; no installation is needed. Auto-invokes on "install multi-Claude workflows", "set up multi-Claude", "enable parallel execution" to explain the deprecation.

197 repo starsObserved in 1 repos
Agent Building