Context & AI engineering
26,378 rows, by stacks then stars
2,072 of these skill files have been read, by 1,193 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid
gabelul/stitch-kit/skills/stitch-ui-prompt-architect Skill
38★ repoYour coding agent designs terrible UI. stitch-kit wires it into Google Stitch MCP and teaches it the whole pipeline — ideation, screen generation, design systems, production components.
FTShare-Lab/FTShare-skills/ftshare-market-data/sub-skills/semantic-search-news Skill
38★ repoFTShare Agent Skills for financial data and investment research workflows｜金融数据 Skill 与投研业务 Skill 仓库。
WALKERKILLER/Look-Tongji-Notes/vision-support Skill
38★ repoTranscribing Lessons from Tongji Look Platform to Notes with Agent Skill.
cypress-io/ai-toolkit/io.cypress.mcp/cypress-cloud MCP server
38★ repoDirect access to Cypress tests results and accessibility reports in your AI workflow.
owainlewis/agent-skills/skills/prompt-enhance Skill
no license37★ repoMy personal agent skills
skillberry-ai/cap-evolve/skills/capabilities/mcp-tool Skill
37★ repoOptimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
skillberry-ai/cap-evolve/skills/capabilities/system-prompt Skill
37★ repoOptimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
skillberry-ai/cap-evolve/skills/capabilities/tools Skill
37★ repoOptimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
skillberry-ai/cap-evolve/skills/optimizers/run-optimizer Skill
37★ repoOptimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
skillberry-ai/cap-evolve/skills/orchestrate/using-cap-evolve Skill
37★ repoOptimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
matteotitta/claude-code-marketing-quickstart/.claude/skills/level Skill
no license36★ repoClaude Code for GTM — quickstart for GTM operators
Weaverse/.agents/skills/handoff Skill
no license36★ repoAgents, skills, commands, and rules for AI-powered coding tools — used daily to supercharge development productivity.
manusco/resonance/.agents/skills/engineering/ai-engineering Skill
36★ repoThe Vibe Coding Operating System.
manusco/resonance/.agents/skills/engineering/automation Skill
36★ repoThe Vibe Coding Operating System.
manusco/resonance/.agents/skills/ops/core Skill
36★ repoThe Vibe Coding Operating System.
manusco/resonance/.claude/skills/studio Skill
36★ repoThe Vibe Coding Operating System.
manusco/resonance/.cursor/skills/studio Skill
36★ repoThe Vibe Coding Operating System.
ma-compbio-lab/SkillFoundry/skills/hpc/cpu-memory-tuning-starter Skill
36★ repoA framework for discovering, compiling, and validating reusable skills for scientific agents.
Materials benchmark datasets starter
ma-compbio-lab/SkillFoundry/skills/materials-science-and-engineering/materials-benchmark-datasets-starter Skill
36★ repoA framework for discovering, compiling, and validating reusable skills for scientific agents.
Inspect evaluation harness starter
ma-compbio-lab/SkillFoundry/skills/scientific-agents-and-automation/inspect-evaluation-harness-starter Skill
36★ repoA framework for discovering, compiling, and validating reusable skills for scientific agents.
Langgraph planning execution agent starter
ma-compbio-lab/SkillFoundry/skills/scientific-agents-and-automation/langgraph-planning-execution-agent-starter Skill
36★ repoA framework for discovering, compiling, and validating reusable skills for scientific agents.
Long horizon agent memory and provenance starter
ma-compbio-lab/SkillFoundry/skills/scientific-agents-and-automation/long-horizon-agent-memory-and-provenance-starter Skill
36★ repoA framework for discovering, compiling, and validating reusable skills for scientific agents.
Benchmark table mining starter
ma-compbio-lab/SkillFoundry/skills/scientific-knowledge/benchmark-table-mining-starter Skill
36★ repoA framework for discovering, compiling, and validating reusable skills for scientific agents.
Ansi safe border caption embedding
ychampion/cskill-agents/agents/claude-code/skills/ansi-safe-border-caption-embedding Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Auto memory tool permission fencing
ychampion/cskill-agents/agents/claude-code/skills/auto-memory-tool-permission-fencing Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
ychampion/cskill-agents/agents/claude-code/skills/built-in-agent-feature-gating Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Bundled and mcp turn zero skill filter
ychampion/cskill-agents/agents/claude-code/skills/bundled-and-mcp-turn-zero-skill-filter Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Cache safe stop hook snapshotting
ychampion/cskill-agents/agents/claude-code/skills/cache-safe-stop-hook-snapshotting Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Canonical worktree path normalization
ychampion/cskill-agents/agents/claude-code/skills/canonical-worktree-path-normalization Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Conversation engine persistent session state
ychampion/cskill-agents/agents/claude-code/skills/conversation-engine-persistent-session-state Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Fast worktree reuse with head pointer checks
ychampion/cskill-agents/agents/claude-code/skills/fast-worktree-reuse-with-head-pointer-checks Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
ychampion/cskill-agents/agents/claude-code/skills/forked-auto-memory-extraction Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Hook context attachment injection
ychampion/cskill-agents/agents/claude-code/skills/hook-context-attachment-injection Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Local and mcp skill name deduplication
ychampion/cskill-agents/agents/claude-code/skills/local-and-mcp-skill-name-deduplication Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Main agent vs background memory extraction exclusion
ychampion/cskill-agents/agents/claude-code/skills/main-agent-vs-background-memory-extraction-exclusion Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Main thread empty string agent key normalization
ychampion/cskill-agents/agents/claude-code/skills/main-thread-empty-string-agent-key-normalization Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Mark after filter memory deduplication
ychampion/cskill-agents/agents/claude-code/skills/mark-after-filter-memory-deduplication Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Mcp skill vs prompt discovery filtering
ychampion/cskill-agents/agents/claude-code/skills/mcp-skill-vs-prompt-discovery-filtering Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
ychampion/cskill-agents/agents/claude-code/skills/media-block-compaction-prep Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Memory directory exists guidance
ychampion/cskill-agents/agents/claude-code/skills/memory-directory-exists-guidance Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Memory entrypoint with index discipline
ychampion/cskill-agents/agents/claude-code/skills/memory-entrypoint-with-index-discipline Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Nested memory trigger consume and clear
ychampion/cskill-agents/agents/claude-code/skills/nested-memory-trigger-consume-and-clear Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Per agent skill listing dedupe
ychampion/cskill-agents/agents/claude-code/skills/per-agent-skill-listing-dedupe Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Plugin only agent surface gating
ychampion/cskill-agents/agents/claude-code/skills/plugin-only-agent-surface-gating Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Prevent continuation stop hook contract
ychampion/cskill-agents/agents/claude-code/skills/prevent-continuation-stop-hook-contract Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Prevent continuation stop hook messaging
ychampion/cskill-agents/agents/claude-code/skills/prevent-continuation-stop-hook-messaging Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
ychampion/cskill-agents/agents/claude-code/skills/progressive-compaction-prompt Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Prompt context handoff for agent runtime
ychampion/cskill-agents/agents/claude-code/skills/prompt-context-handoff-for-agent-runtime Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Relevant memory selection by header
ychampion/cskill-agents/agents/claude-code/skills/relevant-memory-selection-by-header Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Reserved summary output budget
ychampion/cskill-agents/agents/claude-code/skills/reserved-summary-output-budget Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
ychampion/cskill-agents/agents/claude-code/skills/role-aware-context-slimming Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
ychampion/cskill-agents/agents/claude-code/skills/safe-worktree-slug-validation Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Session memory first compaction
ychampion/cskill-agents/agents/claude-code/skills/session-memory-first-compaction Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Session memory mailbox exclusion
ychampion/cskill-agents/agents/claude-code/skills/session-memory-mailbox-exclusion Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Slash command skill classification filter
ychampion/cskill-agents/agents/claude-code/skills/slash-command-skill-classification-filter Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
ychampion/cskill-agents/agents/claude-code/skills/subagent-metrics-bridging Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Token budgeted compaction with reinjection
ychampion/cskill-agents/agents/claude-code/skills/token-budgeted-compaction-with-reinjection Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Tool success aware memory suppression
ychampion/cskill-agents/agents/claude-code/skills/tool-success-aware-memory-suppression Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Turn scoped memory prefetch with disposal
ychampion/cskill-agents/agents/claude-code/skills/turn-scoped-memory-prefetch-with-disposal Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Additive agent tool surface construction
ychampion/cskill-agents/agents/codex/skills/additive-agent-tool-surface-construction Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!