AgentOps vs Superpowers

Superpowers is a popular coding agent plugin known for disciplined TDD workflows and autonomous operation. Now supports Kimi Code CLI, OpenClaw, and Mistral Vibe (April 2026). Major architectural shift: skills separated into a dedicated repo (obra/superpowers-skills) — the plugin is now a lightweight shim that auto-updates skills on session start.

Comparison updated April 2026. See Superpowers repo for current features.

At a Glance

What Superpowers Does Well

1. TDD Enforcement

Superpowers enforces true red/green TDD. Write tests first, implement second. No shortcuts.

Superpowers TDD Flow:
  Write failing test → Run test (red) → Implement → Run test (green) → Refactor

2. Planning Mode

The /superpowers:brainstorm and /superpowers:write-plan commands create structured implementation plans. Claude asks intelligent questions to flesh out details.

3. Autonomous Operation

Superpowers can work autonomously for hours without drifting. It spawns subagents for context gathering and uses test suites to validate its work.

4. YAGNI/DRY Principles

Built-in enforcement of software engineering best practices. No over-engineering, no repetition.

Where Superpowers Falls Short

No Cross-Session Memory

┌─────────────────────────────────────────────────────────────────┐
│                     SUPERPOWERS                                 │
│                                                                 │
│  Session 1: Debug auth bug        [learned: token refresh]      │
│  Session 2: Debug auth bug        [learned: token refresh]      │
│  Session 3: Debug auth bug        [learned: token refresh]      │
│                                   ↑                             │
│                              Same learning, every time          │
└─────────────────────────────────────────────────────────────────┘

┌─────────────────────────────────────────────────────────────────┐
│                      AGENTOPS                                   │
│                                                                 │
│  Session 1: Debug auth bug        [learned: token refresh]      │
│                                          ↓ (stored)             │
│  Session 2: Auth issue?           "I remember this pattern"     │
│                                          ↓ (reinforced)         │
│  Session 3: Auth?                 *instant recall*              │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

Superpowers resets every session. Your agent debugs the same issues repeatedly with no memory of past solutions.

No Failure Prevention

Superpowers validates after implementation (TDD). AgentOps adds pre-implementation validation:

Superpowers:
  Plan → Implement → Test (catch failures here)

AgentOps:
  Plan → Pre-Mortem (catch failures here) → Implement → Test → Post-Mortem

The /pre-mortem skill simulates 10 failure scenarios before you write code. Cheaper to catch bad designs early.

Limited Validation Scope

Superpowers relies on your test suite. If tests pass, it's "done."

AgentOps /vibe validates 8 aspects beyond tests:

• Semantic correctness (does code match spec?)
• Security vulnerabilities
• Code quality / smells
• Architecture violations
• Complexity metrics
• Performance issues
• AI "slop" detection
• Accessibility

Feature Comparison

Workflow Comparison

Superpowers Workflow

/superpowers:brainstorm  →  Refine requirements interactively
         ↓
/superpowers:write-plan  →  Create implementation plan
         ↓
/superpowers:execute-plan → Execute in batches with TDD
         ↓
       Done

AgentOps Workflow

/research     →  Explore codebase + inject prior knowledge
     ↓
/plan         →  Break into tracked issues
     ↓
/pre-mortem   →  Simulate 10 failure modes (BEFORE building)
     ↓
/crank        →  Implement → validate → commit loop
     ↓
/post-mortem  →  Validate + extract learnings (FOR NEXT TIME)

Key difference: AgentOps has gates before and after implementation, and learnings persist to future sessions.

When to Choose Superpowers

• You're doing greenfield development (no prior context to leverage)
• You want strict TDD enforcement as the primary quality gate
• Your sessions are independent (different features each time)
• You prefer a battle-tested solution (29K stars, marketplace approved)

When to Choose AgentOps

• You work on the same codebase over many sessions
• You want your agent to remember past bugs and solutions
• You want failure prevention before building, not just testing after
• You want semantic validation beyond just "tests pass"
• You value compounding knowledge over time

Can They Work Together?

Partially. Both have planning workflows, so you'd need to pick one. But:

• Use Superpowers for TDD enforcement during implementation
• Use AgentOps for cross-session knowledge capture

The overlap is in planning. The differentiation is in memory.

The Bottom Line

Superpowers makes Claude a disciplined engineer today. AgentOps makes Claude a domain expert over time.