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AP
@aptratcn
contributor on implexa, with 22 skills ranked by
SkillRank
across 1 source.
aptratcn on github
publishes to clawhub
skills, ranked by SkillRank
score
source
skill
7.3
clawhub
Skill Error Recovery
skill-error-recovery implements a 4r framework (recognize, rescue, report, remember) to catch failures, attempt automated recovery with bounded retries, report outcomes clearly, and log patterns for future prevention.
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clawhub
Workflow Checkpoint
Workflow Checkpoint System - Save and recover from any point in multi-step AI workflows. Never lose progress mid-task.
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clawhub
Xiaobai Self-Improvement
Self-Improvement Engine - AI Agent that learns from mistakes and continuously improves. No more repeating the same errors.
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clawhub
Deep Research Suite
Deep Research Suite - One command to aggregate, analyze, and synthesize research from multiple sources. Search → Extract → Summarize → Report.
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clawhub
EVR Framework
Execute-Verify-Report 三步法工具 — 强制AI遵循"执行→验证→报告"流程,杜绝"说做了其实没做"、"完成了但不验证"等问题。基于STANDING-ORDERS核心原则设计。
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clawhub
Error Recovery
系统化错误恢复 — 当工具失败时提供结构化的诊断、重试和汇报流程。防止静默失败、无限重试、错误升级。
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clawhub
xiaobai-memory-guard
记忆卫士 — 防止AI Agent记忆断层的安全网。每次session启动时自动扫描所有记忆文件,检测遗漏、验证连续性、生成健康报告。基于真实记忆断层事件设计。
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clawhub
Xiaobai Workflow Enforcer
Xiaobai Workflow Enforcer - Mandatory workflows for AI Agents. Design before code. Test before implement. Verify before claim. Inspired by Superpowers (161K...
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clawhub
Systematic Debugging
Systematic Debugging - 4-phase root cause process. No guessing, no random fixes. Trace evidence, identify root cause, fix systematically.
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clawhub
Skill Quality Evaluator
Skill Quality Evaluator - Score any skill on 6 dimensions. Catch 30% of skills that look good but fail silently. Based on Tessl Research 2026 findings.
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clawhub
Skill Activation Booster
Skill Activation Booster - Fix the 40% activation problem. Optimize triggers, descriptions, and context so agents actually use your skills.
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clawhub
Deep Research Suite
Deep Research Suite - One command to aggregate, analyze, and synthesize research from multiple sources. Search → Extract → Summarize → Report.
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clawhub
EVR Framework
EVR Framework — Execute-Verify-Report. Force AI to actually DO, then VERIFY, then REPORT. Stop fake completions and silent failures. Use when user mentions '...
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clawhub
Cognitive Debt Guard
Cognitive Debt Guard - Prevent the 23.5% incident spike from AI-generated code. Comprehension gates, review frameworks, and AI-free zones. Based on 2026 rese...
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clawhub
Trend Harvester
Research any topic's trends across Reddit, Hacker News, X, YouTube, and GitHub to generate multi-platform, actionable trend reports in minutes.
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clawhub
Error Recovery
Detect, automatically recover from, report, and log errors to prevent silent data loss and ensure proper human intervention when needed.
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clawhub
Token Budget Guard
Automatically manages and compresses context to optimize token usage by summarizing, selectively loading, and budgeting for tool schemas, history, and tasks.
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clawhub
Session Context Bridge
Automatically save, restore, and switch project session contexts to retain tasks, decisions, file states, blockers, and environment details across work sessi...
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clawhub
Skill Health Monitor
Automated audits that score and report on skill health by checking structure, content, activity, compatibility, and discoverability to prevent failures.
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clawhub
Cognitive Debt Guard
Cognitive Debt Guard - Prevent the 23.5% incident spike from AI-generated code. Comprehension gates, review frameworks, and AI-free zones. Based on 2026 rese...
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clawhub
Skill Mcp Security Audit
Perform a security audit of MCP servers to detect data exfiltration, command injection, permission escalation, and supply chain vulnerabilities before use.
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clawhub
Prompt Guard
Detect and block prompt injection attempts in inputs by identifying suspicious patterns, preventing malicious instructions, and ensuring secure AI interactions.