shadow-frog-dream Skill
Run autonomous experimentation while the user is AFK. Uses 6 investigation categories (investigation, bug hunting, feature design, refactoring, optimization, security audit) to systematically discover non-obvious behaviors. Every task is an experiment — implement in worktrees, commit to persistent dream branches, and p Published by microsoft in ShadowFrog.
Decision snapshot
Is this a fit?
Security review, Design and media, Writing, Includes SKILL.md
Compatibility not yet detected.
Permission behavior not yet detected.
Copy skill directory
2 months ago · MIT license
No specific cautions were detected. Review the source and requested permissions before installing.
What is shadow-frog-dream Skill?
Run autonomous experimentation while the user is AFK. Uses 6 investigation categories (investigation, bug hunting, feature design, refactoring, optimization, security audit) to systematically discover non-obvious behaviors. Every task is an experiment — implement in worktrees, commit to persistent dream branches, and p Published by microsoft in ShadowFrog. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Security review
- Design and media
- Writing
- Security review use cases
- Design and media use cases
Declared skill metadata
- Source file: skills/shadow-frog-dream/SKILL.md
These fields retain source and confidence evidence from the indexed SKILL.md.
Compatibility and setup
- Install or run with Copy skill directory
When to use shadow-frog-dream Skill
- Use it for security review.
- Use it for design and media.
- Use it for writing.
Built with
Editorial notes
Source
- Creator: microsoft
- Repository: microsoft/ShadowFrog
- Skill file: skills/shadow-frog-dream/SKILL.md
What it does
Run autonomous experimentation while the user is AFK. Uses 6 investigation categories (investigation, bug hunting, feature design, refactoring, optimization, security audit) to systematically discover non-obvious behaviors. Every task is an experiment — implement in worktrees, commit to persistent dream branches, and p
Skill instructions
ShadowFrog Dream Autonomous experimentation while the user is away. Every task is an experiment — implement real code in a worktree, run it, persist as a named git branch pushed to a remote the user can write to. Dream's unique value is implementation experience that compounds across sessions. Critical Invariants These rules are stated ONCE here and enforced by helper scripts. Violating any of them is a completion criteria failure. Prerequisite: .shadow/ must be git-tracked Dream moves .shadow/ content through git — artifacts are committed onto the dream branch, pushed to the remote, then read back by the reconciler via git show origin/<branch .shadow/.... If .shadow/ is gitignored (the "local only" option in shadow-frog-init), git add -A silently skips those files, nothing reaches the remote, and the reconciler finds no manifest — every discovery is lost without warning. dream-setup.sh runs git check-ignore .shadow up front and refuses to start if it's ignored. Use shadow-frog-update
Verified compatibility and discovery
Frequently asked questions
What is shadow-frog-dream?
shadow-frog-dream is a open-source AI agent skill with Copy skill directory. Run autonomous experimentation while the user is AFK. Uses 6 investigation categories (investigation, bug hunting, feature design, refactoring, optimization, security audit) to systematically discover.
Who is shadow-frog-dream best for?
shadow-frog-dream is best for reusing agent instructions, scripts, and references, security review workflows, design and media workflows, writing workflows.
How do I install shadow-frog-dream?
Install or run shadow-frog-dream using Copy skill directory. Check shadow-frog-dream for the latest setup command.
Is shadow-frog-dream actively maintained?
shadow-frog-dream may need a closer maintenance check before production use.
Project health auto-fetched from the source repository.
Maintain this resource?
Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.
