arthur0824hao
18 verified skills72 total stars
bh-operator-companion
BH Operator Companion — Authoritative Quick Reference
tools4
comms-discipline
Communication Discipline — agent 間通訊行為規則
testing4
skill-system-debug
Coder-only debugging lifecycle for AI agents. Open isolated debug sessions, record hypothesis steps, capture tool friction, and close with a structured lesson written to memory.
tools4
ep-discipline
EP Discipline — 實驗管線操作紀律
testing4
icd-operator
ICD Operator
tools4
bh-usage
BH Usage — 怎麼使用 BH 系統
tools4
agent-config
How to configure Claude Code / OpenCode / Codex settings
development4
skill-system-bh-cns
Use when inspecting or extending the BH central nervous system surface that exposes component/plugin substrate, consciousness bootstrap, common sense/terminology, shadow cron inventory, project-local behavior registry plumbing, antigen recognition, and neural contracts while some runtime immune/neural actions remain gated.
tools4
skill-system-gate
Configurable gate validation skill. Use when running repository-local gate rules from gate_rules.yaml (command/structural/eda-contract), checking legacy experiment registry safety, or enforcing close-gate fail-closed validation.
testing4
common-sense
Common Sense (CS)
tools4
skill-system-eda
Exploratory Data Analysis skill for CSV and parquet datasets with deterministic profiling, drift/anomaly scans, contract generation and validation, and optional memory writeback into skill-system-memory. The implementation is Polars-first (lazy scan for large files and early `--sample` head), includes high-cardinality guards for profile/importance/contract flows, and supports categorical correlation with Cramer's V. Use when building or reviewing tabular fraud/risk/data-quality workflows, profiling new datasets, checking leakage or drift, or saving/validating data contracts.
development4
decision-reflexes
Decision Reflexes — 從 Arthur directives 提取的行為反射
testing4
skill-system-github
GitHub operations skill for gh CLI issue, label, template, and workflow management. Use when requests include: create issue, list issues, apply label, manage templates, check workflow, or gh operations.
tools4
skill-system-graph
Canonical skill graph navigation skill for the Skill System.
tools4
git
Git version control discipline + cheatsheet. Use for commit/branch/stash/diff/push operations. Separate from github skill (platform/PR/issues).
testing4
ep-operator-companion
EP Operator Companion
tools4
skill-system-memory
Persistent shared memory for AI agents backed by PostgreSQL (fts + pg_trgm, optional pgvector). Includes compaction logging and maintenance scripts.
data-ai4
skill-system-cron
Manage persistent system crontab jobs with sk-managed tags, dedicated log files, and structured status inspection. Use when you need to create, list, delete, or inspect persistent cron jobs instead of session-only scheduling.
tools4