agent-system
Expert personas for code review, bug hunting, and quant research
All Skills in This Repository (11)
Pure Emerald Level Indicatorsbug-hunters
Reconstruct specifications, validate findings adversarially, and generate confidence-ranked bug reports.
anti-ai-slop
...
cost-status
Calculate and display Claude Code costs and context usage from session data.
arxiv-search
Search arXiv papers across physics, math, CS, and related fields.
golang-pro
Analyze Go codebases for idiomatic concurrency, generics, and architecture patterns.
datetime
Provide current date and time in ISO-8601, UTC, and file-safe formats.
dev-experts
Orchestrate developer personas for architecture, debugging, and code review workflows.
research-experts
Coordinate multi-agent research workflows for high-frequency trading with data validation.
chain-system
Create, load, and list named chains with summaries stored under .claude/chains.
polars-expertise
Provide expert guidance on Polars data analysis in Python and Rust.
97-dev
Apply programming principles from 97 Things Every Programmer Should Know to coding and reviews.
Frequently Asked Questions
FAQPage SchemaHow to install agent-system?โผ
Run `npx skills add DeevsDeevs/agent-system --all -g -y` in your terminal to install all skills globally.
How to run a systematic bug hunt with AI?โผ
Use the bug-hunters skill, which reconstructs the spec, deploys language-specific hunters, and validates every finding adversarially before reporting confirmed bugs.
Can AI personas review my C++, Python, or Rust code?โผ
Yes. The dev-experts skill provides specialized reviewer personas for C++, Python, Rust, and Go, plus architecture planning and test strategy.
How to validate a trading signal before backtesting?โผ
The alpha-squad and mft-research-experts skills generate hypotheses from multiple lenses, then run data validation, factor geometry checks, and causal tests before a SHIP or KILL decision.
Does agent-system work with Claude Code and Codex?โผ
Yes. All skills follow the standard SKILL.md format and include configurations for both Claude Code and Codex.
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