Agent Building skills

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

agentsop-structured-output-picker

Decide where to enforce structured LM output (constrain at decode time with Outlines vs validate-and-retry with Instructor vs grammar with Guidance) and which failure stance to take (Assert/hard-fail vs Suggest/soft-retry). Use when an LM's output is parsed or typed by downstream code and you must pick one enforcement library plus its failure handling, when malformed output is burning tokens on retries, or when choosing between decode-time vs validation-time constraints for local vs API models.

162 repo starsObserved in 1 repos

Agent Building

GitHub

agentsop-tool-scoping

Enhancement overlay for multi-agent / tool-using coder agents. Encodes the per-agent tool- scoping discipline that role-based frameworks (CrewAI, LangChain) document only as a passing best-practice: which agent gets which tool, and why blanket-sharing every tool to every agent is a correctness and blast-radius risk. Activates when an agent system has tools AND there is more than one agent (or one agent holding many tools). Treat a tool as a capability grant; scope by least-privilege. ENHANCE overlay — read alongside [[crewai]], [[agentsop-http-tool-wrapping]], [[agentsop-llm-tool-idempotency]]. Search keywords: which tools per agent, least-privilege agent, agent tool access, tool permissions, limit agent tools, scope tools to roles.overlay_type: enhancement

162 repo starsObserved in 1 repos

Agent Building

GitHub

aiwg-guide

Contextual AIWG help — explains current version features, answers how-to questions, routes live queries to the steward

162 repo starsObserved in 1 repos

Agent Building

GitHub

aiwg-init

Initialize AIWG configuration for an existing project by creating .aiwg/aiwg.config with provider and script entries

162 repo starsObserved in 1 repos

Agent Building

GitHub

aiwg-mcp-server

Manage the AIWG MCP server — start it, configure clients, and maintain the registered server registry

162 repo starsObserved in 1 repos

Agent Building

GitHub

aiwg-mission

Launch an AIWG Mission — durable, audited dynamic agent orchestration toward a completion criterion. AIWG owns the conductor (activity-log, gates, best-output, checkpoint/resume, cost); native primitives drive worker mechanism. Surfaces as /aiwg-mission in Codex (AIWG-owned, no plugin dependency).

162 repo starsObserved in 1 repos

Agent Building

GitHub