Configure tools and skills for sub-agents before dispatching development tasks. Role presets cover implementation, planning, reviews, testing, and verification, with defined boundaries for what each agent should do and whether it may modify files.
- Setting tool permissions before spawning a sub-agent
- Separating implementation, planning, and review roles
- Configuring agents for review without file changes
agentscope-ai/QwenPaw☆ 35.9KUpdated Oct 21, 2026
Guide malware cleanup on infected Windows and Linux systems after containment and investigation. Covers removing malicious files and mechanisms that preserve attacker access, rotating credentials, patching entry points, and documenting validation results before recovery.
- Cleaning infected systems after containment
- Removing mechanisms that preserve attacker access
- Rotating compromised credentials and fixing entry points
mukul975/Anthropic-Cybersecurity-Skills☆ 34.8KUpdated Aug 31, 2026
Split independent debugging or repair tasks among multiple AI agents. Define a focused scope, constraints, and expected report for each agent, then review their changes, check for conflicts, and test the combined result.
- Investigating unrelated failures across test files
- Assigning separate subsystems to different agents
- Writing focused tasks with clear constraints
davila7/claude-code-templates☆ 32.8KUpdated Oct 21, 2026
Diagnose OpenCLI commands broken by website changes, collect execution traces, patch the adapter that connects to the site, and retry. After a verified repair, prepares a GitHub issue for submission with user approval.
- Repair commands broken by website layout changes
- Adapt to changed API responses
- Distinguish empty results from adapter failures
jackwener/OpenCLI☆ 30.5KUpdated Oct 21, 2026
Assess FastMCP vulnerability reports by preserving evidence, reproducing claims, and identifying which component owns the failed protection. Establish affected versions and realistic impact, review proposed fixes, and recommend how the report should be handled.
- Assessing vulnerability reports and bug bounty submissions
- Separating OAuth proxy issues from deployment problems
- Checking affected versions and realistic impact
PrefectHQ/fastmcp☆ 28.2KUpdated Oct 21, 2026
Official · GoogleFreeSummary Plans, executes, and validates Google Kubernetes Engine upgrades for Standard and Autopilot clusters. Creates environment-specific upgrade plans, checklists, and command-based runbooks, with guidance on maintenance timing, node upgrade strategies, workload readiness, and stalled upgrades.
- Planning a GKE version upgrade
- Choosing release channels and maintenance schedules
- Preparing node pool upgrades for databases or GPU workloads
google/skills☆ 21.5KUpdated Oct 21, 2026
Official · GoogleFreeSummary Inspect GKE TPU Dynamic Slices, diagnose provisioning failures, and validate workload configuration for single slices or JobSet workloads spanning multiple slices. Get cleanup commands, with confirmation required before destructive changes.
- Checking TPU slice lifecycle states
- Diagnosing TPU slice provisioning failures
- Validating single-slice and multi-slice JobSet manifests
google/skills☆ 21.5KUpdated Oct 21, 2026
Read, create, and edit text files on the computer running the connected A0 CLI. The skill guides focused replacements and context-based patches, checking current file contents and handling read-only access or outdated edits.
- Read a text file on the connected local computer
- Replace a specific passage in an existing file
- Apply edits after file line numbers have shifted
agent0ai/agent-zero☆ 19.5KUpdated Oct 15, 2026
Guides experiments that inspect and modify internal values in PyTorch models to study their effects on predictions. Covers local analysis and remote experiments through NDIF for models too large for local GPUs.
- Inspect internal values and attention patterns across layers
- Replace internal values to compare changes in predictions
- Run large-model experiments without local GPUs
Orchestra-Research/AI-Research-SKILLs☆ 13.8KUpdated Oct 11, 2026
Official · OpenClawFreeSummary Deploy ClawHub to production or publish a stable CLI release to npm. Check prerequisites for the exact commit, run the release workflow, and verify the deployed behavior or published version with traceable release evidence.
- Deploy ClawHub to production
- Publish a stable ClawHub CLI version
- Check release prerequisites for a specific commit
openclaw/clawhub☆ 9.5KUpdated Oct 21, 2026
Investigate independent bugs or test failures concurrently by assigning each problem area to a separate agent. Define clear boundaries and expected reports, then review the fixes, check for conflicts, and run the full test suite before integration.
- Investigate unrelated test failures in parallel
- Split independent subsystem bugs among agents
- Write focused assignments with clear boundaries
jnMetaCode/superpowers-zh☆ 8.4KUpdated Oct 20, 2026
Helps decide whether to handle a task directly, create a subagent, or route it to an agent already familiar with the work. The choice depends on required background knowledge and whether plausible but incorrect results can be checked.
- Choosing who should handle a task
- Delegating self-contained research with verifiable sources
- Routing context-heavy reviews to an informed agent
mvschwarz/openrig☆ 8.1KUpdated Oct 21, 2026
Review how evidence can be altered during authorized security exercises on Windows and Linux. Covers logs, timestamps, memory, disk records, and network traces, alongside the signs defenders use to detect manipulation.
- Planning authorized evidence manipulation tests
- Reviewing Windows and Linux forensic artifacts
- Checking detection coverage for altered evidence
SnailSploit/Claude-Red☆ 7.7KUpdated Oct 13, 2026
Guides security testing of Android and iOS apps through file inspection and observation while the app runs. Covers network traffic, stored secrets, external app interfaces, authentication, and backend APIs, with tool examples and a testing checklist.
- Inspecting APK or IPA files for endpoints and embedded secrets
- Observing app behavior and traffic with Frida
- Reviewing deep links and externally accessible components
SnailSploit/Claude-Red☆ 7.7KUpdated Oct 13, 2026
Handle one known local bug or testable bug hypothesis through reproduction, independent validation, repair, and regression checks. Produce a local patch commit and evidence reports that help reviewers judge whether the fix is ready.
- Investigate and repair one reported local bug
- Have separate agents verify reproduction and the fix
- Prepare evidence reports for patch review
trailofbits/skills☆ 7.7KUpdated Oct 21, 2026
Independently rerun an unchanged bug reproduction package before repair. Check whether compiler diagnostics or runtime assertions support the exact reported claim, then preserve execution evidence and record a confirmed, unconfirmed, or inconclusive judgment.
- Independently verify a bug reproduction before repair
- Recheck compiler errors or runtime assertions
- Document uncertain or unreliable reproduction evidence
trailofbits/skills☆ 7.7KUpdated Oct 21, 2026
Independently reproduce a reported runtime or compiler bug in a local repository. Build the baseline, exercise the actual artifact or compiler, and save logs and structured records distinguishing reproduction, absence of the behavior, and setup blockers.
- Reproduce a reported runtime bug locally
- Verify a compiler failure using its diagnostic
- Preserve logs and records for a reproduction handoff
trailofbits/skills☆ 7.7KUpdated Oct 21, 2026
Collect posts from X search, profile, individual post, and list URLs. Organize text, authors, engagement counts, media, hashtags, and mentions into a consistent dataset, with support for collecting additional pages.
- Collecting posts from a mixed list of X URLs
- Monitoring posts from selected profiles and lists
- Gathering replies to a specific post
browser-act/skills☆ 6.2KUpdated Aug 24, 2026
Manage Node.js dependencies with pnpm, from installing packages to coordinating multiple projects in one workspace. The skill covers shared version settings, third-party package patches, dependency overrides, and consistent installation procedures for automated build environments.
- Unifying dependency versions across a workspace
- Patching third-party packages and overriding versions
- Configuring package installation in CI
antfu/skills☆ 6KUpdated Oct 9, 2026
Official · GitHub CopilotFreeSummary Routes requests to design, create, update, debug, or upgrade GitHub Agentic Workflows to the appropriate instructions. It helps the agent select a workflow-specific procedure and apply any additional rules defined for the repository.
- Designing a new workflow through questions
- Investigating failed runs and recurring errors
- Upgrading workflows and addressing deprecations
github/gh-aw☆ 5.4KUpdated Oct 21, 2026
Create Beamer slides from a paper on sewage spills, house prices, and rents in England. A creator and critic pair builds and reviews four talk formats, checking narrative, readability, compilation, and consistency with the paper.
- Preparing a job market talk from the research paper
- Building a seminar deck centered on the main findings
- Condensing the paper into a short or lightning talk
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 20, 2026
Assign independent bugs or test failures to separate agents that work at the same time. Define each agent’s scope and expected report, then check for conflicting changes and run the full test suite before integrating fixes.
- Investigating test failures with unrelated causes
- Fixing independent problems in separate subsystems
- Defining focused tasks for multiple agents
spacering-net/codeg☆ 4.1KUpdated Oct 21, 2026
Deploy and tune DOCA's supplied ZTR RTTCC algorithm on BlueField-3 to adjust RoCE-v2 traffic under congestion. Get guidance on sample integration, build-time variants, parameter changes, and diagnosing cases where the loaded algorithm appears inactive.
- Integrating ZTR RTTCC into the supplied DOCA PCC sample
- Choosing a multipath or other build-time variant
- Investigating inactive congestion control or parameter failures
NVIDIA/skills☆ 3.7KUpdated Oct 21, 2026
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
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rpamis/comet☆ 3.2KUpdated Oct 21, 2026