AI & ML

kryptobaseddev Bundle

Eval-driven quality evaluation, regression detection, and auto-improvement of Agent Skills. Auto-generates challenging test cases unique to the target skill from its SKILL.md, runs A/B benchmarks (with-skill vs without-skill or version-vs-version), grades outputs with programmatic + LLM-judge assertions, aggregates pass-rate/token/latency deltas, detects regressions across iterations, proposes generalized improvements grounded in failure transcripts, and optimizes the trigger `description` field via train/validation splits. Use whenever the user wants to evaluate, benchmark, A/B test, grade, score, regression-test, fine-tune, harden, optimize, improve, iterate on, or measure the quality of any skill — even if they only say "test this skill", "is this skill any good", "rate this skill", "tune the description", "did my edits make it worse", or "make this skill better".

kryptobaseddev Bundle

Validate any Agent Skill against the agentskills.io specification plus project- or skill-local rule overrides. Use when auditing a skill folder for compliance, preparing a skill for distribution, checking PR-changed skills in CI, enforcing custom frontmatter rules, or verifying that a skill's `metadata`, `compatibility`, body length, and file references all meet the spec. Every rule is config-driven — point the validator at a YAML config to customize allowed/required/forbidden frontmatter fields, regex patterns for metadata values, timestamp formats, body thresholds, and placeholder bans. Triggers on: 'validate skill', 'check skill compliance', 'audit SKILL.md', 'lint skill folder', 'verify skill against agentskills.io', 'is this skill spec-compliant'.

kryptobaseddev Bundle

Model parametric 3D geometry as code and edit mesh files programmatically. OpenSCAD (.scad) is the core for scripting solid models with named parameters; pair it with a Python mesh toolkit (trimesh/manifold3d) to inspect, repair, measure, scale, boolean, convert, and batch-generate STL/3MF — then optionally slice and print (Bambu Lab / OrcaSlicer). Use whenever the user wants to create, generate, design, model, script, parametrize, modify, repair, convert, or batch-produce a 3D model, part, or mesh: write or improve OpenSCAD/.scad code, turn a description into an STL or 3MF, make a part with adjustable/customizable dimensions, fix a non-watertight or non-manifold STL, scale/cut/boolean/convert an existing STL, render many variants, or design something to 3D print. Trigger even if they only say 'OpenSCAD', '.scad', 'STL', '3MF', 'edit/repair this STL', 'parametric model', 'CAD', 'make me a bracket/box/holder/knob', 'design for 3D printing', 'Bambu', 'Fusion 360', or 'Blender'. Bridges Fusion 360 and Blender.

adesolaodubiyi Bundle

Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.

igrlebed Skill

Use the Lazyweb search MCP tool directly for quick industry references before designing or changing UI. Does not generate a report. Use when the agent needs a lightweight best-practice check from real app screenshots, wants to inspect search coverage, or should grab a few references before building. Trigger on: "quick search", "search Lazyweb", "use lazyweb_search", "quick industry references", "check examples before designing", "look up UI references first".

iris-ymy Bundle

MUST USE when user wants to 调研/research/搜索/search/查/找/look up anything on the internet — e.g. 全网调研 X / 帮我调研一下 X / 查一下 X / 搜搜 X / 看看大家怎么评价 X / X 上有什么讨论 / research this topic。 Also MUST USE when user mentions any platform or shares any URL/链接: 小红书/xiaohongshu/xhs, Twitter/推特/X, B站/bilibili, Reddit, Facebook, Instagram, 抖音/Douyin, 快手/Kuaishou, TikHub, V2EX, LinkedIn/领英/招聘/求职/jobs, YouTube, GitHub code search, 小宇宙播客, 雪球/股票行情, RSS feeds, or any web URL. 15 platforms, multi-backend routing (OpenCLI / per-platform CLIs / APIs). Zero config for 6 channels. Run `agent-reach doctor --json` to see which backend serves each platform right now. NOT for: 写报告/数据分析/翻译等内容加工（本 skill 只负责从互联网获取内容）； 发帖/评论/点赞等写操作；已有专门 skill 的平台（先用专门 skill）。 【路由方式】SKILL.md 包含路由表和常用命令，复杂场景需按需阅读对应分类的 references/*.md。 分类：search / social (小红书/推特/B站/V2EX/Reddit/Facebook/Instagram) / career(LinkedIn) / dev(github) / web(网页/文章/RSS) / video(YouTube/B站/播客)。

iris-ymy Bundle

Use when the user wants to migrate, back up, restore, or reproduce a Codex Desktop workspace between Mac and Windows computers, preserve Codex before reinstalling an OS, or bridge Claude Code / Claude Desktop agent history into a Codex-readable handoff; relevant for Codex sessions, projects, skills, plugins, path mappings, restore verification, and Claude-to-Codex migration checks.

iris-ymy Bundle

将商品资料、生命周期和内容语料转为社交电商内容N/S/A/B分层、素材产能分配、六类内容矩阵及逐条判断依据。适用于食品、美妆、生活方式等商品内容规划；需要搜索时调用agent-reach，需要表格时调用spreadsheets，需要飞书资料或交付时调用对应项目Skill。

parvez3019 Bundle

Apply security controls at every trust boundary of a service. Covers the OWASP API Security Top 10 with object- and function-level authorisation first, service-to-service authentication with mTLS or signed tokens, input validation and injection prevention, secrets handling, output and error hygiene, PII classification and data protection, rate limiting of sensitive business flows, and supply-chain integrity through pinning, SBOMs and provenance. Use when writing or reviewing a handler, a client call, a query, an authorisation check, a dependency change, or anything touching credentials, tokens, or personal data; also when the user says 'security', 'auth', 'vulnerability', 'secrets', 'OWASP', or 'threat model'. This skill governs trust boundaries — not contract shape (see api-contracts), not failure behaviour (see resilience-patterns).

parvez3019 Bundle

Design the classes that carry business meaning, using tactical domain-driven design. Covers entities versus value objects, aggregate boundaries justified by a named invariant, domain services, domain events, factories, the ubiquitous language, making illegal states unrepresentable, and keeping behaviour on the type that owns the rule rather than in a service. Use when creating or changing a domain class, choosing an aggregate boundary, deciding whether something is an entity or a value, naming a domain concept, or when the user says 'domain model', 'DDD', 'aggregate', 'entity', 'value object', 'domain class', or 'business rules'. This skill governs the shape of domain types — persistence craft belongs to data-access, read models and consistency to cqrs-and-consistency, service-level boundaries to service-boundaries.

parvez3019 Bundle

Decide how reads are served, how far they may lag behind writes, and who owns each piece of data. Covers the five levels of command-query separation and when each is earned, read models and projections with a stated staleness budget, rebuildability, event sourcing and its permanent costs, read-your-writes, and data ownership between services. Use when adding a read model or projection, choosing between one model and separate read and write paths, evaluating event sourcing, deciding whether a service may hold a copy of another's data, or when the user says 'CQRS', 'read model', 'projection', 'event sourcing', 'eventual consistency', or 'stale data'. This skill governs the read path and the consistency model — domain types belong to domain-modelling, query and transaction craft to data-access.

kritika810 Skill

Run a prompt or skill on a recurring or variable interval (e.g. /loop 5m /foo). Use when the user wants repeated execution on a timer.

kritika810 Skill

Create and manage reusable agent 'canvas' artifacts (standalone analytical/output documents) produced during a session. Use when generating standalone analyses, metrics breakdowns, or reports that should live as a separate artifact.

kritika810 Skill

Wait for external events (GitHub CI, PR activity, Slack, Linear) by subscribing to them via MCP tools instead of polling. Use when waiting on external events.

kritika810 Skill

Configure and author status-line scripts for the CLI/IDE status display (model, context usage, git branch). Use when asked to customize the agent status line.

kritika810 Skill

Create agent hooks: write hooks.json, add hook scripts, or automate behavior around agent lifecycle events (start/end/block/unblock). Use when asked to create or update hooks.

kritika810 Skill

Create persistent agent guidance rules (cursor .cursor/rules / RULE.md / AGENTS.md) for coding standards, project conventions, and file-specific patterns. Use when asked to add rules, coding standards, or conventions.

kritika810 Skill

Author a new reusable Agent Skill (SKILL.md) that packages a workflow with scripts/templates/references. Use when creating a skill or asking about SKILL.md structure.

kritika810 Skill

Migrate 'Applied intelligently' rules and slash commands into Agent Skill (SKILL.md) format. Use when converting .mdc rules or commands into skills.

operatorstack Skill

Test, review, approve, publish, and verify a package release.

operatorstack Bundle

Run the code-controlled package release workflow.

racecraft-lab Skill

Validate project health: templates, agent config, Python runner/helpers, constitution, and feature artifacts

rudironsoni Skill

Use when deriving durable Orlix lessons from a conversation, correcting agent behavior, or improving harness reliability.

rudironsoni Skill

Use before editing the Orlix ontology brain, AGENTS.md, agent skills, subagents, hooks, generated rules, or harness guidance. Preserves repository source of truth and prevents duplicated or stale status.

involvex Skill

Deprecated: this skill has moved to l2s.

involvex Bundle

Builds AI agents on Cloudflare using the Agents SDK with state management, real-time WebSockets, scheduled tasks, tool integration, and chat capabilities. Generates production-ready agent code deployed to Workers. Use when: user wants to "build an agent", "AI agent", "chat agent", "stateful agent", mentions "Agents SDK", needs "real-time AI", "WebSocket AI", or asks about agent "state management", "scheduled tasks", or "tool calling".