Forecast avatar

Forecast

Official

@forecast-bio · United States of America

0Followers
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15Public Repos
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17Published Skills

Building what's next in brain health

Skills Distribution
DomainDeveloper To...Rust Engineering S.. (40%)Git Lifecycle Mana.. (30%)Architectural Qual.. (30%)

Agent Skills by Forecast

Showing 17 vetted skills indexed across 1 GitHub repositories.

forecast-bioforecast-bio
27

commit

Stage git changes, write conventional commit messages, and post results to crosslink issues.

Official
Advanced
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27

design

Author codebase-grounded feature design documents in .design/<slug>.md.

Official
Advanced
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27

kickoff

Launch a background Claude agent for end-to-end feature development via tmux or containers.

Official
Advanced
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27

rust-gpu-discipline

Verify Rust GPU compute paths execute on GPU without silent CPU fallbacks.

Official
Advanced
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27

dev-release

Coordinate branch creation, version bumps, changelogs, and GitHub releases.

Official
Advanced
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27

featree

Create a feature branch in a dedicated git worktree with crosslink hooks and agent identity.

Official
Advanced
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27

rust-quality

Enforce Rust API guidelines, error handling, and Clippy lint discipline across crates.

Official
Advanced
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27

rust-fix-discipline

Enforces root-cause fixes for Rust code with build, clippy, and test verification.

Official
Advanced
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27

qa

Automate architectural reviews of code, PRs, and designs using SOLID, DRY, YAGNI, and security heuristics.

Official
Advanced
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27

maintain

Audit dependencies, run lint and tests, and generate a consolidated maintenance report.

Official
Intermediate
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audit

Dump project rules, git state, issues, and hook configurations for reorientation.

Official
Intermediate
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workflow

Review crosslink configuration drift and recommend fixes.

Official
Intermediate
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feature

Create feature branches and crosslink issues from user descriptions.

Official
Advanced
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review-pre-commit

Scan the current diff for stubs, debug leftovers, and incomplete work.

Official
Intermediate
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27

check

Report status of background feature agents from .kickoff-status sentinel files.

Official
Advanced
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27

crosslink-guide

Automate Crosslink session lifecycles, hooks, and changelog routing in local repositories.

Official
Intermediate
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27

preflight

Load project rules and scan structure to prepare coding sessions.

Official
Intermediate

Frequently Asked Questions About Forecast

FAQPage Schema
What specific engineering tasks are enabled by Forecast?

Forecast enables standardized feature branch creation, conventional commit generation, and automated architectural reviews. It facilitates Rust-specific quality enforcement, including Clippy linting, GPU compute path verification, and dependency auditing to ensure codebase integrity and adherence to established design patterns.

Which technical personas benefit from these capabilities?

These capabilities are designed for Rust engineers, technical leads, and systems architects. The system supports developers focused on high-performance GPU compute, maintainers managing complex repository lifecycles, and teams requiring rigorous enforcement of coding standards and architectural consistency across distributed feature branches.

What are the prerequisites for implementing these development standards?

Implementation requires a Rust-based repository environment utilizing git worktrees. Users must configure project rules within the local directory structure to enable preflight scanning, architectural linting, and crosslink hook integration. The system relies on standard git configurations and local sentinel files to track session states.