ReddRadar
Agent skill
bug-hunters
Run systematic bug hunting with spec reconstruction, adversarial validation, and confidence scoring. Use when you want to hunt bugs (not fix them), validate correctness, or run logic-first/code-first investigations. Triggers: bug hunt, spec reconstruction, logic-first, code-first, orchestrator, logic-hunter, cpp-hunter, python-hunter.
Install this agent skill to your Project
npx add-skill https://github.com/DeevsDeevs/agent-system/tree/main/bug-hunters
SKILL.md
Bug Hunters
Use a single skill with role selection. If the user specifies a hunter, use that role; otherwise start with the orchestrator and ask which mode applies.
Role Map
orchestrator→agents/orchestrator.mdlogic-hunter→agents/logic-hunter.mdcpp-hunter→agents/cpp-hunter.mdpython-hunter→agents/python-hunter.md
Workflow
- Read
README.mdand follow the “hunt, don’t fix” rule. - Spawn a child agent with
agent_typeequal to the selected role (orchestrator,logic-hunter,cpp-hunter,python-hunter). - If no role is specified, default to
orchestrator. - Choose mode:
- Logic-first when the problem is algorithm/spec correctness.
- Code-first when the problem is language-specific failures or UB.
- Pass mode and scope in the spawn message, then use
waitfor completion. - Use adversarial validation and only report MEDIUM+ confidence findings.
- Present a bug report, not remediation.
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
DeevsDeevs/agent-system
arxiv-search
Search arXiv preprint repository for research papers in physics, mathematics, computer science, quantitative biology, finance, and statistics. Use when finding academic papers, preprints, ML research, scientific publications. Triggers: arxiv, preprint, research paper, academic paper, scientific literature.
DeevsDeevs/agent-system
mft-research-experts
Run research orchestration for data quality, factor geometry, hypothesis validation, and incident forensics. Use when you need SHIP/KILL/ITERATE decisions with strict validation. Triggers: mft-strategist, data-sentinel, factor-geometer, skeptic, forensic-auditor, research pipeline, hypothesis validation, post-mortem.
DeevsDeevs/agent-system
datetime
Get current date and time in various formats. Use whenever you need the current date, time, timestamps, or formatted datetime values for any purpose (logging, file naming, scheduling, comparisons, etc.)
DeevsDeevs/agent-system
97-dev
Apply timeless programming wisdom from "97 Things Every Programmer Should Know" when writing, reviewing, or refactoring code. Use for design decisions, code quality checks, professional development guidance, testing strategies, and workflow optimization.
DeevsDeevs/agent-system
dev-experts
Apply opinionated developer personas for architecture decisions, production debugging, language-specific code review, comprehensive reviewer passes, and test strategy. Use when you need an architect plan, devops investigation, Rust/Python/C++ review, grumpy reviewer audit, or tester-driven test plan. Triggers: architect, devops, rust-dev, python-dev, cpp-dev, reviewer, tester, pre-merge review, refactor for maintainability.
DeevsDeevs/agent-system
polars-expertise
This skill should be used when the user asks about Polars DataFrame library (Apache Arrow) for Python or Rust. Triggers: "polars expressions", "lazy vs eager", "scan_parquet streaming", "convert pandas to polars", "pyspark to polars", "kdb to polars", "group_by_dynamic", "rolling_mean", "polars window functions", "asof join", "polars GPU", "polars parquet", "LazyFrame". Time series: OHLCV resampling, rolling windows, financial data patterns. Performance: native expressions over map_elements, early projection, categorical types, streaming.
Didn't find tool you were looking for?