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.
ProcedureGitHub
Lesson 2.4: GitHub. Use when the student types /start-2-4.
- The skill tells the model to perform an irreversible action with no human approval
- No condition that starts the skill
- Does not say what the process needs to start
carlvellotti/claude-code-pm-course · —
ProcedureGitHub
Lesson 4.4: GitHub. Use when the student types /start-4-4.
- The skill tells the model to perform an irreversible action with no human approval
- No condition that starts the skill
- Does not say what the process needs to start
carlvellotti/claude-code-pm-course · —
ProcedureGitHub
4.4 GitHub. Use when the student types /start-4-4.
- The skill tells the model to perform an irreversible action with no human approval
- No condition that starts the skill
- Does not say what the process needs to start
carlvellotti/claude-code-pm-course · —
ProcedureGitHub
Module 3.4: GitHub. Saves the quiz project to GitHub.
- The skill tells the model to perform an irreversible action with no human approval
- No condition that starts the skill
- Does not say what the process needs to start
carlvellotti/claude-code-pm-course · —
ProcedureVS CodeKubernetes
Debug Java applications systematically: JDWP remote debugging, jdb, VS Code and IntelliJ attach, debugging Maven/Gradle tests, Spring Boot and Quarkus dev mode, containers, breakpo
- 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
github/awesome-copilot · —
GeneratorAzuremissing files
Prepare payloads, run and monitor the Autonomous Vehicle Dataset Generation Airflow workflow, and inspect results for driving-clip retrieval and Cosmos3-Nano variants. Existing cli
- References files that are not bundled: ../cdf-video-data-augmentation/SKILL.md, ../cdf-event-video-generation/SKILL.md, ../../docs/autonomous-vehicle-dataset-generation/payload-guide.md
- The skill tells the model to perform an irreversible action with no human approval
- No test case covers injection arriving through data
NVIDIA/skills · —
GeneratorKubernetesGitHubmissing files
Generate synthetic PCB inspection images on Kubernetes with the SMT Defect Image Generation (DIG) DAG in CDF Orchestration. The DAG renders components in simulation, turns the rend
- References files that are not bundled: ../cdf-orchestration-setup/SKILL.md
- The skill tells the model to perform an irreversible action with no human approval
- The response is described with custom markup (11 tags): a typed call is more reliable
NVIDIA/skills · —
GeneratorKubernetesmissing files
Run the CDF Orchestration Event Video Generation DAG on Kubernetes or OSMO - image-to-video anomaly generation, auto-labeling, and anomaly dataset generation. Select for requests a
- References files that are not bundled: ../cdf-orchestration-setup/SKILL.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 · —
IntegrationGitHub
Build the native MSIX isolated-session Gateway from npm latest, a published packaging release with -GatewayChannel Packaged, or explicit openclaw sources. Register it beside the St
- 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 (12 tags): a typed call is more reliable
openclaw/openclaw-windows-node · —
AnalyzerGitHub
Run complete OpenClaw Windows Node issue and PR triage, including landing queues, proof pools, ownership audits, and release planning.
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 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
openclaw/openclaw-windows-node · —
Integrationmissing files
Use the OpenClaw Windows app's local MCP server and winnode CLI for development, debugging, proof, and automation.
- References files that are not bundled: ../openclaw-proof-validation/SKILL.md, ../../../docs/GATEWAY_FIXTURE_TESTING.md, ../winnode/SKILL.md
- The skill tells the model to perform an irreversible action with no human approval
- 6 referenced file(s) missing: ../openclaw-proof-validation/SKILL.md, ../../../docs/GATEWAY_FIXTURE_TESTING.md, ../winnode/SKILL.md
openclaw/openclaw-windows-node · —
Analyzer
Export Claude Code, Codex, and other coding-agent conversation history to Hugging Face. Use when the user asks about exporting conversations, uploading to Hugging Face, configuring
- The skill tells the model to perform an irreversible action with no human approval
- 15 mutating operations with no state check
- Says nothing while it works
peteromallet/dataclaw · —
Procedure
End-to-end methodology for reproducing AND patching publicly disclosed, already-fixed vulnerabilities: sourcing the advisory and the fix commit, reading the patch diff, rebuilding
- 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
chatgptprojects/clear-code · —
GeneratorFigmamissing files
Use this skill alongside figma-use when the task involves translating an application page, view, or multi-section layout into Figma. Triggers: 'write to Figma', 'create in Figma fr
- References files that are not bundled: ../figma-use/SKILL.md, ../figma-code-connect/SKILL.md, ../figma-use/references/variable-patterns.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
figma/mcp-server-guide · —
GeneratorGitHub
Triage open GitHub issues and discussions on the Jarvis repo. Sweep for untriaged reports, reply to awaiting-user threads when new info lands, apply the right labels, close duplica
- 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
isair/jarvis · —
AnalyzerPostgreSQL
Use this skill for planning, testing, and safely executing PostgreSQL schema migrations — especially when working with production data or shared databases.
**Trigger when user ask
- 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
timescale/pg-aiguide · —
Integration
AI DevKit · Smoke-test the user flows a change affects (CLI, API, UI) end to end with a disposable sandboxed script against the real app. Use before calling a feature or fix done,
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- Does not say what the process needs to start
codeaholicguy/ai-devkit · —
Generator
AI DevKit · Test-driven development — write a failing test before writing production code. Use when implementing new functionality, adding behavior, or fixing bugs during active de
- 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
codeaholicguy/ai-devkit · —
Generator
Create, track and update team goals via the Deeplake virtual filesystem at memory/goal/. Use whenever the user mentions a goal, objective, target, milestone, or asks to track progr
- The skill tells the model to perform an irreversible action with no human approval
- The response is described with custom markup (14 tags): a typed call is more reliable
- Does not say what the result is
activeloopai/hivemind · —
Procedure
When provisioning, setting a limit, or committing an estimate under uncertainty, size a buffer to residual error and the cost of breach—not to the optimistic edge.
- The skill tells the model to perform an irreversible action with no human approval
- No condition that starts the skill
- Does not say what the process needs to start
tjboudreaux/cc-thinking-skills · —
Analyzermissing files
Ship a JS/TS-only change to the already-installed SUB/WAVE app (the Expo project in `app/`) over-the-air via EAS Update — no new TestFlight/Play build, no store round-trip. Use thi
- References files that are not bundled: ../../../app/docs/RELEASE.md
- The skill tells the model to perform an irreversible action with no human approval
- 1 referenced file(s) missing: ../../../app/docs/RELEASE.md
perminder-klair/subwave · —
IntegrationGitHubmissing files
Verify the Cua Driver daemon and CLI/MCP desktop tools against real fixture apps after driver changes, using Linux diagnostics, AX-first actions, side-effect checks, and retained e
- References files that are not bundled: scripts/ci/linux/run-rust-e2e-wayland.sh, scripts/ci/linux/run-rust-e2e.sh
- The skill tells the model to perform an irreversible action with no human approval
- 2 referenced file(s) missing: scripts/ci/linux/run-rust-e2e-wayland.sh, scripts/ci/linux/run-rust-e2e.sh
trycua/cua · —
TemplateFirebaseShopify
Scaffold, extend and deploy Shopify embedded apps on Firebase with Nitrogen. Use for a Shopify app on Cloud Functions, Firestore and Hosting, or inside a Nitrogen project.
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 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
sickn33/agentic-awesome-skills · —
Generatormissing files
Publish a website or share files at a live URL in seconds with no account, then let the person claim it, edit it over Webly's MCP server, and publish drafts they approve.
- References files that are not bundled: scripts/webly.mjs
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 12 top-level sections: this looks like several domains in one skill
sickn33/agentic-awesome-skills · —
ProcedureGitHub
Only use when the user explicitly invokes this skill by name.
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- Does not say what the process needs to start
humanlayer/humanlayer · —