Skillfully
AGENT SKILL QA AND ANALYTICS

THE PLATFORMFOR BUILDINGBETTERAGENT SKILLS

Publish, monitor, and improve agent skills with a guided setup. Skillfully gives every skill a feedback loop, so authors can see what agents use, where they fail, and what to improve next.

Read the Skills Guide

Built for people publishing agent skills, from developers to domain experts.

NOW ONBOARDING DESIGN PARTNERS BUILDING AGENT SKILLS FOR CLAUDE, CURSOR, GOOSE, AND LOCAL AGENTS.NOW ONBOARDING DESIGN PARTNERS BUILDING AGENT SKILLS FOR CLAUDE, CURSOR, GOOSE, AND LOCAL AGENTS.

Agent skills are easy to publish. Hard to improve.

Most skill authors ship instructions and hope agents understand them. When something breaks, the feedback is scattered across chats, issues, and user complaints. Skillfully gives every published skill a feedback loop.

Skillfully
Open dashboard

Overview

Total skills
0
Create or import a skill
Skill runs
0
Connect runtime tracking
Success rate
0%
Waiting for feedback
Feedback
0
Submit first feedback
Skill usage
SkillRunsSuccess rate
No usage data yet.
Recent feedback
No feedback yet. Feedback appears here after a published skill receives submissions.
View all feedback +
01

See which skills are actually being used

Track real usage across your published skills. See which skills get invoked, which ones sit untouched, and which ones create the most useful outcomes.

Skill usage
SkillRunsSuccess rateTrend
No usage data yet.
02

Understand why agents fail

When an agent struggles with a skill, Skillfully turns that run into structured feedback. See what was confusing, incomplete, or hard to execute.

Feedback detail
SkillNo skill selectedAgentPending feedbackRun IDNot recordedTimeWaiting for submission
What worked

No feedback yet.

What failed

No feedback yet.

Suggested fix

No feedback yet.

03

Turn real feedback into better skills

Use feedback from real users and agents to improve instructions, examples, edge cases, and workflows. Iterate based on evidence, not guesswork.

Skill instructions
Current
1Use the current skill instructions.
2Add more detail when a gap is found.
3Verify the result before finishing.
Draft
1Use the current skill instructions.
2Add more detail when a gap is found.
3Verify the result before finishing.
04

Publish skills with more confidence

Skillfully adds a quality layer for agent skills, so publishing feels less like shipping a static file and more like maintaining a real product.

Skill status
Created skillWaiting
Published versionWaiting
Connected feedbackWaiting
Directory submissionWaiting
View all skills +

Built for developers and domain experts

Some skill authors write code. Others write process knowledge. Skillfully is designed for both.

<>Developer skill author
  • Ship code helpers and workflows
  • Track usage across versions
  • Get feedback on edge cases
  • Improve over time
Top skills
code-review-checklistsql-query-helperapi-debuggerunit-test-writer
[]Domain expert skill author
  • Turn expertise into reusable skills
  • See how agents apply your knowledge
  • Find gaps and unclear steps
  • Improve with real feedback
Top skills
onboarding-flowanalysis-workflowcompliance-checkreport-generator

A feedback loop for every agent skill

01

Create or import a skill

Start with a new skill or bring in one you already publish.

02

Publish it through Skillfully

Give your skill a place to live, a version history, and a feedback channel.

03

Improve it from real usage

See usage, read feedback, find failure patterns, and ship better versions.

Common questions

Is this just analytics for markdown files?+

No. Skillfully is QA and analytics for agent skills. The goal is knowing whether agents can understand and execute your skill in real use.

Do I need to be technical?+

No. Skillfully is for anyone turning expertise into reusable agent instructions.

Why not just use GitHub issues or user interviews?+

Skillfully gives you a continuous feedback layer between those conversations, so you can see patterns across real skill usage.

Stop guessing how your agent skills perform

Bring your first skill to an onboarding session and leave with a concrete feedback loop for real usage and real improvement.

Now onboarding early skill authors and design partners.