Skills by risk

Highest-trust agent skills

7,952 skills rated SAFE with grade A or B, best score first. All are grade B today: grade A needs a sandboxed run we do not do for skills yet. Ties are broken by stars, so a repository with many skills can fill a page.

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ModelsAtlas. “Highest-trust agent skills”. Retrieved 28 Oct 2026. https://modelsatlas.com/skills/trusted
7,952 SAFE skills · page 1 of 332 · ranked by trust score, then stars

Using Git Worktrees

obra/superpowers

✓SAFE B

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback

★ 307k89/100

Test Driven Development

obra/superpowers

✓SAFE B

Use when implementing any feature or bugfix, before writing implementation code

★ 306k89/100

Systematic Debugging

obra/superpowers

✓SAFE B

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

★ 306k89/100

Subagent Driven Development

obra/superpowers

✓SAFE B

Use when executing implementation plans with independent tasks in the current session

★ 306k89/100

Requesting Code Review

obra/superpowers

✓SAFE B

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

★ 305k89/100

Skills For Real Engineers

mattpocock/skills

✓SAFE B

Ask which skill or flow fits your situation. A router over the skills in this repo.

★ 305k89/100

Codebase Design

mattpocock/skills

✓SAFE B

Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when…

★ 305k89/100

Code Review

mattpocock/skills

✓SAFE B

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating…

★ 305k89/100

Receiving Code Review

obra/superpowers

✓SAFE B

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind…

★ 305k89/100

Claude Handoff

mattpocock/skills

✓SAFE B

Hand the current conversation off to a fresh background agent that picks up the work immediately.

★ 304k89/100

Finishing A Development Branch

obra/superpowers

✓SAFE B

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work

★ 304k89/100

Executing Plans

obra/superpowers

✓SAFE B

Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available

★ 303k89/100

Dispatching Parallel Agents

obra/superpowers

✓SAFE B

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

★ 303k89/100

Brainstorming

obra/superpowers

✓SAFE B

You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).

★ 303k89/100

Skills For Real Engineers

mattpocock/skills

✓SAFE B

Ask which skill or flow fits your situation. A router over the skills in this repo.

★ 302k89/100

Ask Matt

mattpocock/skills

✓SAFE B

Ask which skill or flow fits your situation. A router over the skills in this repo.

★ 301k89/100

retro

mattpocock/skills

✓SAFE B

Conduct a retrospective on a coding session.

★ 300k89/100

implement-spec

mattpocock/skills

✓SAFE B

Implement the result of /to-spec and /to-tickets in code.

★ 299k89/100

pr

mattpocock/skills

✓SAFE B

Use when writing a PR body.

★ 298k89/100

Config Gc

affaan-m/everything-claude-code

✓SAFE B

Garbage collection for your Claude Code configuration. Periodically scans ~/.claude (skills, memory, hooks, permissions, MCP servers, caches) for redundant, stale, orphaned, or low-value items, then walks the user…

★ 291k89/100

Competitive Report Structure

affaan-m/everything-claude-code

✓SAFE B

Assemble scored competitor profile cards (from benchmark-methodology) into a decision-grade competitive report with landscape map, competitor tiers, benchmarking matrix, white-space analysis, strategic recommendations,…

★ 291k89/100

Competitive Platform Analysis

affaan-m/everything-claude-code

✓SAFE B

Use when scoping a competitive landscape — identifying, categorising, and score-filtering a competitor set before any benchmarking begins. Decides who counts as a competitor, which tier they belong to, and which sources…

★ 290k89/100

Coding Standards

affaan-m/everything-claude-code

✓SAFE B

Baseline cross-project coding conventions for naming, readability, immutability, and code-quality review. Use detailed frontend or backend skills for framework-specific patterns. Use when reviewing code quality or…

★ 290k89/100

Codehealth Mcp

affaan-m/everything-claude-code

✓SAFE B

Real-time structural Code Health via CodeScene MCP — review before edits, verify score deltas after changes, gate commits and PRs. Use when reviewing code quality, refactoring, checking if AI changes degraded a file, or…

★ 289k89/100

Questions

What does a SAFE skill mean?
Nothing in the source contradicts what the skill says it does, at the one commit we read. It is not a guarantee about later commits. 7,952 skills are rated SAFE with grade A or B.
Why is nothing grade A?
Grade A is held back for skills that have also passed a sandboxed behavioural run, which we do not run for skills yet. A clean skill reads grade B.

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