Agent Building skills

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

prompt-professionalizer

Professionalize vague, casual, incomplete, or tool-specific prompts into structured high-quality prompts for image generation, animation/video generation, technical architecture diagrams, data visualization, chart generation, and general prompt optimization. Use when the user asks for 提示词优化, Prompt 优化, 专业提示词, 生图提示词, 图片生成提示词, 动画提示词, 视频提示词, 架构图提示词, 技术架构图, 数据可视化提示词, 图表提示词, 帮我改成更专业的提示词, 帮我优化一下给某工具用, optimize prompt, professional prompt, image prompt, video prompt, architecture diagram prompt, data visualization prompt, chart prompt, or prompt template.

314 repo starsObserved in 1 repos

Agent Building

GitHub

greplica-bootstrap

Bootstrap Greplica memory for the current repository or folder. Use only when the user explicitly invokes greplica-bootstrap or asks to create initial engineering memory with the greplica CLI.

313 repo starsObserved in 1 repos

Agent Building

GitHub

greplica-fast-session-bootstrap

Bootstrap Greplica working memory from a sanitized bundle of previous coding-agent sessions. Use during onboarding to extract durable repo decisions, constraints, flows, gotchas, and future-work boundaries that future agents can retrieve without replaying transcripts.

313 repo starsObserved in 1 repos

Agent Building

GitHub

greplica-update-working-memory

Update Greplica working memory from the current coding-agent session, recent code changes, and durable decisions. Use only when the user explicitly invokes greplica-update-working-memory or asks to update working memory.

313 repo starsObserved in 1 repos

Agent Building

GitHub

lab-provider

Add or maintain libcrafter lab provider adapters, capability contracts, provider matrix tests, and documentation for substrate-independent oracle and probe execution.

312 repo starsObserved in 1 repos

Agent Building

GitHub

netsuite-ai-connector-instructions

NetSuite Intelligence skill — teaches AI the correct tool selection order, output formatting, domain knowledge, multi-subsidiary and currency handling, and SuiteQL safety checklist for any AI + NetSuite AI Service Connector session.

312 repo starsObserved in 1 repos

Agent Building

GitHub

agent-recall

Persistent compounding memory for AI agents. 5 default MCP tools: session_start, session_end, remember, recall, check. Full surface (18 tools) available with --full flag. Two-verb model: inhale (session_start) and exhale (session_end). Correction-first memory with decision trail tracking, watch_for warnings, palace rooms with salience scoring, cross-project insight matching, same-day journal merging, ambient recall hooks. Local markdown only. Zero cloud, zero telemetry, Obsidian-compatible. Optional Supabase backend: when configured via `ar setup supabase`, recall() uses pgvector cosine similarity on OpenAI/Voyage embeddings instead of keyword search — same API, semantic understanding. Gracefully degrades to local search if not configured.

311 repo starsObserved in 1 repos

Agent Building

GitHub

skill-domain-discovery

Analyze library documentation and source code, then interview maintainers to discover capability domains and task-focused skills for AI coding agents. Activate when creating skills for a new library, organizing existing documentation into skill categories, or when a maintainer wants help deciding how to structure their library's agent-facing knowledge. Produces a domain_map.yaml and skill_spec.md that feed directly into the skill-tree-generator skill.

311 repo starsObserved in 1 repos

Agent Building

GitHub

skill-generate

Generate a complete SKILL.md file for a library from source documentation and skill tree artifacts. Activate when bootstrapping skills for a new library, regenerating a stale skill after source changes, or producing a skill from a skill_tree.yaml entry. Takes a skill name, description, and source docs as inputs; outputs a validated SKILL.md that conforms to the tree-generator spec.

311 repo starsObserved in 1 repos

Agent Building

GitHub

skill-staleness-check

Evaluate intent skills for staleness when source files change in upstream TanStack package repos. Matches changed files against metadata.sources, evaluates whether diffs affect documented behavior, rewrites stale skills using skill-generate, checks cross-skill references, and opens PRs. Silent when nothing needs updating.

311 repo starsObserved in 1 repos

Agent Building

GitHub