What exactly is broken in popular skills: references to files that are not bundled, actions taken without human approval, processes with no stopping condition. Everything here is measured from the skill text rather than judged by a model, so every line can be checked.
Procedure
Draws flat vector illustrations as SVG cards (480x360): slim, long-limbed people acting out one design or coding moment with one hero prop. Identified by no outlines on big shapes,
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 11 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
MengTo/Skills · —
AnalyzerKubernetes
Diagnose and resolve GKE TPU slice creation failures (SliceCreationFailed) caused by partition overlap conflicts where requested TPU partitions or their nodes are already used by a
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The skill tells the model to perform an irreversible action with no human approval
- The response is described with custom markup (3 tags): a typed call is more reliable
google/skills · —
Proceduremissing files
Run the AgentX agentic serving benchmark with the SemiAnalysis harness. Use for AgentX setup, dataset downloads, concurrency sweeps, or serving latency and throughput comparisons.
- References files that are not bundled: ../deployment/SKILL.md, ../deployment/references/benchmarking.md
- The skill tells the model to perform an irreversible action with no human approval
- 2 referenced file(s) missing: ../deployment/SKILL.md, ../deployment/references/benchmarking.md
NVIDIA/Model-Optimizer · —
Analyzer
Search, summarize, compare, and answer questions from an already configured AutoRAG librarian over local documents and configured datasources. Use when the user asks AutoRAG to sea
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
Marker-Inc-Korea/AutoRAG · —
GeneratorGitHub
Create a GitHub tracking issue in Kilo-Org/kilocode that captures a merged Kilo v1 PR's behavior so it can be re-implemented or verified in opencode v2. Use when the user invokes /
- 10 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
- The response is described with custom markup (3 tags): a typed call is more reliable
Kilo-Org/kilocode · —
ProcedureGitHub
Adopt and operate LoopX for durable goals, long-running agent work, scoped collaboration, evidence-backed progress, and recovery across sessions. Use when the user asks to set up L
- 12 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
- 7 mutating operations with no state check
huangruiteng/loopx · —
Generatormissing files
Runtime-neutral Reddit account warm-up and brand promotion skill for AI agents. Systematically grow newly registered or existing Reddit accounts into credible identities, then orga
- References files that are not bundled: references/browser-act-rules.md, references/phase1-onboarding.md, references/phase2-preflight.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 16 top-level sections: this looks like several domains in one skill
browser-act/skills · —
Procedure
Sync delta specs from an OpenSpec change to main specs. Use when the user wants to update main specs with changes from a delta spec, without archiving the change. Also use when the
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The skill tells the model to perform an irreversible action with no human approval
- The response is described with custom markup (7 tags): a typed call is more reliable
jamro/tiny-engineer · —
IntegrationNotionGitHub
Bring a published CLI from the public library into the internal library so it's identical to a freshly-generated copy — module path reverted, manuscripts placed alongside, ready fo
- The skill tells the model to perform an irreversible action with no human approval
- The response is described with custom markup (4 tags): a typed call is more reliable
- Does not say what the result is
mvanhorn/cli-printing-press · —
Generator
Draft a reply to one LinkedIn comment from its URL, or sweep a whole thread from just the post URL and draft a reply to every comment worth answering, in one batch. Use for replyin
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 13 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
sergebulaev/linkedin-skills · —
Analyzer
Build and verify the Windows desktop build (NSIS installer + latest.yml) for the canonical OpenMausBot release and its legacy updater mirror. Use when cutting a release, shipping a
- The skill tells the model to perform an irreversible action with no human approval
- The response is described with custom markup (6 tags): a typed call is more reliable
- Does not say what the result is
milind-soni/OpenMausBot · —
Generator
Design principles and creative direction for building HTML artifacts — pages, reports, plans, landing pages, demos, decks, and small tools. Use when creating or restyling any visua
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
plannotator/effective-html · —
ProcedureDockermissing files
Fine-tune any HuggingFace CV / VLM / LLM model on local NVIDIA GPUs inside an NGC PyTorch container when no dedicated TAO model skill matches. Use when the user wants to fine-tune
- References files that are not bundled: ../../platform/tao-setup-nvidia-gpu-host/SKILL.md, ../../platform/tao-run-on-docker/SKILL.md, references/*.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The skill tells the model to perform an irreversible action with no human approval
NVIDIA/skills · —
Generatormissing files
Use when you need to add, remove, edit, list, or change the boot default of an nvpmodel power mode on a Jetson/Tegra (Orin, Thor) target. Triggers: edit power mode, tune frequency
- References files that are not bundled: ../../context/target-platform-contract.md, ../../context/bsp-customization-workflow.md, ../../context/bsp-customization-workflow.md
- 15 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
NVIDIA/skills · —
ProcedureDockerGitHub
How to swap the VLM in the VSS Alerts Blueprint — covers RTVI-VLM microservice deployment methods, all three VLM consumers (rtvi-vlm, vlm-as-verifier, vss-agent), and health checks
- 11 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
- The response is described with custom markup (8 tags): a typed call is more reliable
NVIDIA/skills · —
Generatormissing files
Use when you need to add, remove, edit, list, or change the boot default of an nvfancontrol fan profile on a Jetson/Tegra (Orin, Thor) target. Triggers: edit fan profile, tune fan
- References files that are not bundled: ../../context/target-platform-contract.md, ../../context/bsp-customization-workflow.md, ../../context/bsp-customization-workflow.md
- 15 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
NVIDIA/skills · —
Analyzer
Run a binary industrial-inspection DEFT loop with TAO RT-DETR: measure on frozen KPI/test roles, mine gap-similar real and clean images with SigLIP, accumulate admitted COCO data,
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The skill tells the model to perform an irreversible action with no human approval
- 1 test cases, all positive: not one "should refuse" or "should ask first"
NVIDIA/skills · —
AnalyzerDocker
Run a TAO training/evaluation/inference container on an NVIDIA Brev GPU instance. Instance provisioning (create/search/stop/delete/login) is delegated to the official brev-cli agen
- The skill tells the model to perform an irreversible action with no human approval
- 1 test cases, all positive: not one "should refuse" or "should ask first"
- Does not say what the result is
NVIDIA/skills · —
GeneratorGitHub
Connect the Newton physics engine to an Omniverse simulation or ovstage with ovnewton. Use when importing a populated ovstage into Newton, stepping its physics, synchronizing stage
- The skill tells the model to perform an irreversible action with no human approval
- 7 test cases, all positive: not one "should refuse" or "should ask first"
- No test case covers injection arriving through data
NVIDIA/skills · —
ProcedureGitHub
Test system for Megatron-LM. Covers test layout, recipe YAML structure, adding and running unit and functional tests, golden values, marker filters, and CI parity.
- The skill tells the model to perform an irreversible action with no human approval
- The response is described with custom markup (4 tags): a typed call is more reliable
- Does not say what the result is
NVIDIA/skills · —
Templatemissing files
Scaffold a complete knowledge system. Detects platform, conducts conversation, derives configuration, generates everything. Validates against 15 kernel primitives. Triggers on "/se
- References files that are not bundled: scripts/queries/
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The skill tells the model to perform an irreversible action with no human approval
agenticnotetaking/arscontexta · —
Generator
Three.js scene setup: scenes and fog, cameras, the renderer and tone mapping, the animation loop, object hierarchies, transforms, core math and cleanup, on WebGL or with WebGPU and
- 13 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
- The response is described with custom markup (4 tags): a typed call is more reliable
CloudAI-X/threejs-skills · —
Proceduremissing files
Remote SLURM cluster development via SSH. Use when running jobs, profiling, or developing on a remote SLURM cluster with pyxis/enroot containers. Covers SSH connection management,
- References files that are not bundled: references/<cluster>.md, scripts/build.slurm
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 13 top-level sections: this looks like several domains in one skill
NVIDIA/TensorRT-LLM · —
Procedure
Submit and monitor a Slurm job on a local cluster. Supports two modes: (1) Persistent allocation (default) — allocates nodes once via nohup salloc, imports the container once, inst
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The skill tells the model to perform an irreversible action with no human approval
- The response is described with custom markup (32 tags): a typed call is more reliable
NVIDIA/TensorRT-LLM · —
Generator
Use when a part has instances above 1 or symmetry, is a left/right pair or a ring of N, or when contract/instance_bbox or instance_count fired. Build repeated, mirrored and radiall
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- No condition that starts the skill
gaoypeng/3dcodeverse · —