Diagnose and mitigate exec-related command failures across tools (OpenClaw exec output, shell errors, GitHub CLI, ClawHub CLI, missing binaries, auth failure...

Automatic failure pattern recording and recall system. Prevents repeating the same mistakes by logging errors with context, root cause, and resolution. Use w...

Search the community-driven Agent Failure Registry for known agent errors, solutions, and lessons to debug issues or submit new failure post-mortems.

Build, deploy, and scale production-grade FastAPI apps with async, type-safe design, structured errors, JWT auth, async ORM, auto docs, tests, and observabil...

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...

Avoid common Flask mistakes — context errors, circular imports, session configuration, and production gotchas.

Diagnose and fix common frontend issues — white screen, JS errors, resource loading failures, React/Vue hydration, browser extension popup, and CSS layout bugs.

Handle errors and logging following project conventions. Use when implementing exception handling, adding logs, or when the user asks for error handling patt...

Diagnose and fix gateway token mismatches causing 401 errors. Align tokens across config, service, and CLI surfaces.

Run Gemini CLI as a headless worker agent for long-running or parallelizable tasks. Use when: (1) Anthropic API is overloaded/unavailable (529 errors) and yo...

Lint and validate GitLab CI/CD pipeline YAML files (.gitlab-ci.yml) for syntax errors, security issues, deprecated patterns, and best practices. Use when ask...

Diagnose and fix common Gladia API issues. Use when the user encounters errors (401, 403, 429), unexpected behavior, poor transcription quality, billing conf...

Idiomatic Golang error handling — creation, wrapping with %w, errors.Is/As, errors.Join, custom error types, sentinel errors, panic/recover, the single handl...

Go (Golang) naming conventions — covers packages, constructors, structs, interfaces, constants, enums, errors, booleans, receivers, getters/setters, function...

Deep GraphQL schema workflow—modeling types, queries and mutations, N+1 and complexity limits, errors and pagination, federation risks, and evolution. Use wh...

Implements HTTP request retries with exponential backoff and a configurable circuit breaker to reduce failures and prevent cascading errors.

Save tokens — look up a known fix instead of re-debugging from scratch: a shared, curl-first database of recurring agent & dev errors and their verified fixes. Curl hitchpedia when a generic, recurring error fails unexpectedly or you have retried the same problem several times…

Monitors, classifies, intercepts errors in real-time, enforces auto-retry and circuit breaking, and ensures graceful recovery and prevention.

iFlytek Official Document Proofreading (公文校对) — detect and correct errors in Chinese text including typos, punctuation, word order, factual mistakes, sensiti...

Extract table content from images, retrieve row/column data, correct recognition errors, and generate a well-formatted Excel file.

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...

Validates JSON syntax across the workspace. Use this skill to check for syntax errors in configuration files, memory files, or data assets.

Continuously captures and applies learnings from errors, user corrections, successful tasks, and periodic reviews to improve agent performance.

User-level self-improvement: captures corrections, preferences, and errors per user_id. After every conversation where the user corrects you or states a pref...

Diagnose errors in Cypher or SPARQL queries and suggest fixes for syntax issues, schema mismatches, and incorrect graph traversal patterns.

Multi-language writing coach for grammar, word choice, collocations, and idiom errors. Supports English, Chinese, Spanish, French, and Japanese. Activated vi...

Continuous learning protocol for Claude — captures corrections, errors, and user preferences into native auto-memory so the next session remembers. Stop teac...

Check code syntax, enforce style, and suggest auto-fixes with CI integration. Use when linting PRs, enforcing code style, detecting errors before merge.

Context management for self-hosted LLM backends (llama.cpp, Ollama). Prevents mid-task 503 errors and context overflows caused by VRAM-limited KV caches. Use...

Monitor log files in real-time. Filter noise, surface errors, summarize patterns, alert on anomalies. Makes logs readable.

Read journalctl -n 200 --no-pager and explain errors/warnings in Chinese. Also check dmesg for hardware errors. Categorize: security, system, hardware, servi...

Analyze log files to detect error patterns, aggregate by severity, group repeated errors by fingerprint, and flag anomaly time windows. Use when asked to ana...

Colorizes HTTP status codes in log files for quick visual identification of successes, redirects, client, and server errors in your terminal.

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...

Use this skill immediately when the user needs to: set up markdownlint-cli2 and pre-commit hooks in a repository, fix or batch-repair markdownlint errors lik...

A high-trust, HIPAA-aware appointment agent for medical and dental clinics. Prevents scheduling errors via ThumbGate.

AI-powered self-debugging system that identifies, analyzes, and fixes errors automatically. Learns from past errors, builds error patterns, generates fix sug...

Structured learning pipeline with quality-gated promotion. Captures corrections, errors, and patterns — promotes only what proves itself through recurrence.

Diagnose and fix OpenClaw "All models failed" errors by detecting invalid model IDs, provider mismatches, and session fallback issues with optional auto-repair.

Diagnose and recover from model rate limit errors (ChatGPT usage limits, 429 errors). Use when cron jobs or agent sessions fail with "Try again in ~9500 min"...

Verify the serving stack with a user-specified target model. Runs twice: first with FlagGems/FlagCX disabled (isolate model-specific errors), then with full...

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...

Read Sentry issues, events, and production errors via the Sentry REST API. Use when the user wants to inspect errors, list recent issues, get stack traces, o...

Automatically detects and heals locked OpenClaw session files. Use when you see "session file locked" errors or models failing due to lock timeouts. Clears s...

Associative memory with spreading activation for persistent, intelligent recall. Use PROACTIVELY when: (1) You need to remember facts, decisions, errors, or...

Lint, validate, and audit nginx configuration files for syntax errors, security issues, and performance problems.

NinjaTrader 8 NinjaScript development reference: using directives, lifecycle, indicators, order mgmt, compile errors, deployment

Build production-grade Node.js backends with TypeScript using strict typing, layered architecture, validated config, structured errors, testing, logging, and...

Programmatic NotebookLM control with auto-recovery for authentication errors.

Send real-time alerts to NotiLens from any script, app, or AI agent — task lifecycle events, errors, completions, metric tracking, and custom alerts.

Send real-time alerts to NotiLens from any script, app, or AI agent — task lifecycle events, errors, completions, and metric tracking.

Diagnose and recover OpenClaw node connectivity over SSH tunnel. Use for pairing-required errors, tunnel conflicts, wrong remote endpoint, and ssh target mis...

Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture errors, take screenshots, and inspect the DOM. Use w…

Control OctoPrint 3D printer — monitor status, capture webcam snapshots, manage prints, analyze gcode, and detect errors. Use when the user asks about their...

When users encounter OpenClaw-related issues or errors, search official docs and GitHub issues first, then provide solutions. Use for: feature malfunctions,...

Capture errors, corrections, and feature requests so your OpenClaw agent improves over time instead of repeating the same mistakes. Use when commands fail, u...

Diagnose and prevent OpenClaw agent failures — session bloat, lane deadlocks, bootstrap truncation, auth errors, compaction timeouts, and more. Use this skil...

Diagnose and recover from common OpenClaw failures — gateway offline, tools locked, provider errors, routing issues, and more. Use when OpenClaw stops respon...

OpenClaw configuration management best practices and common pitfalls. Use when: (1) User needs to modify OpenClaw configuration, (2) User asks about config paths or structure, (3) User encountered config errors, (4) Adding new providers or channels, (5) Before making any confi…

Deep OpenAPI workflow—design-first vs code-first, reusable schemas, security schemes, errors, examples, linting, compatibility, and codegen. Use when documen...

Edit and validate OpenClaw Gateway config (openclaw.json / JSON5). Use when adding/changing config keys (gateway.*, agents.*, models.*, channels.*, tools.*, skills.*, plugins.*, $include) or diagnosing openclaw doctor/config validation errors, to avoid schema mismatches that p…

Fix OpenClaw Gateway "spawn EBADF" / "RPC probe failed" / "EMFILE too many open files" errors caused by file descriptor exhaustion from too many files in wor...

OpenClaw expert — use for ANY OpenClaw question or problem including: config errors, gateway crashes, gateway not starting, slash commands, channel routing,...

AI-powered auto-repair system for OpenClaw with iflow integration. Automatically diagnose and fix crashes, config errors, model issues. Falls back to iflow-h...

Autonomously diagnose and fix OpenClaw system errors affecting UI, channels, gateway, memory, or pairing, escalating only if needed.

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...

Provides tools to monitor OpenClaw health by reporting recent errors and estimating API usage costs over the last 24 hours.

Opik observability reporter - fetches traces, analyzes usage, costs, and errors, then sends reports to Discord.

Automatically monitors and optimizes conversation context to prevent prompt size errors by extracting key points and clearing excess history.

Debug and troubleshoot common issues with the Orderly SDK including errors, WebSocket issues, authentication problems, and trading failures.

Publishes N small files to determine the multipart file-count limit causing evolver's 413 errors via binary search.

Prevents panic-driven errors by enforcing a calm, step-by-step recovery process after mistakes or critical feedback to ensure safe, trusted fixes.

Identifies, learns, and applies patterns from operations, errors, and resources to generate templates, analyze efficiency, and suggest optimizations.

Multi-model peer review layer using local LLMs via Ollama to catch errors in cloud model output.

Async/await error handling auditor. Scans JavaScript/TypeScript, Python, and Go code for unhandled async errors — floating promises (fire-and-forget with no...

Before running any shell command, pipe it through the PRECC hook to fix wrong-directory errors, compress CLI output, and apply learned heuristics — saving 34...

Audit a principal AI agent or coordinator bot: review memory, learnings, recent errors, installed skills, operational risks, delegation posture, and propose...

Avoid common mistakes and debug issues in PydanticAI agents. Use when encountering errors, unexpected behavior, or when reviewing agent implementations.

answer questions about pythongo code, docs, callbacks, errors, modules, functions, marketcenter, paramsmap, instrument_id, exchange, kline data, and strategy...

Capture corrections, errors, feature requests, and recurring best practices in a QMD-native way for markdown-first agent workspaces. Use when a user corrects...

A Chinese message preprocessor that detects obvious typos, grammar errors, and punctuation issues in user messages without auto-correcting. It prompts users...

Build, check, and submit R packages to CRAN or Bioconductor. Use when creating a new R package from scratch, fixing R CMD check errors/warnings, preparing fo...

RSpec testing standards and best practices for Rails applications. Use when writing new tests, reviewing test quality, debugging factory errors, setting up F...

reddi.tech fork of self-improving-agent. Captures learnings, errors, and corrections to enable continuous improvement. Use when: a command fails, user correc...

One-click synchronization and standardization of reference formats in literature management tools, intelligently fixing metadata errors.

Set up Rei Qwen3 Coder as a model provider. Use when configuring coder.reilabs.org, adding Rei to Clawdbot, or troubleshooting 403 errors from Rei endpoints.

Diagnose und dauerhaft fixen von 'reply session initialization conflicted' Errors in OpenClaw via 3-Layer-Setup (Client-Heal JS, Server Watchdog, Retry-Patch).

Community knowledge sharing for AI agents - search, share, and vote on solutions via Reposit. Automatically searches when encountering errors, shares solutions after solving problems, and votes to surface quality content.

Monitor and manage OpenClaw API errors, track model performance, configure retry strategies, generate reports, and oversee task recovery status.

Deep REST workflow—resource modeling, HTTP methods and safety, status codes, errors, pagination, caching, versioning, and idempotency. Use when designing HTT...

Finds what human code reviewers miss — not style issues or formatting, but logical errors, silent edge cases, performance cliffs, implicit assumptions, and t...

Review comments are unactionable — "improve this", "handle errors", "refactor" without specifics or suggested alternatives.

Diagnose and fix bugs using runtime execution traces. Use when debugging errors, analyzing failures, or finding root causes in Python, Node.js, or Java appli...

Diagnose and fix bugs using runtime execution traces. Use when debugging errors, analyzing failures, or finding root causes in Python, Node.js, or Java appli...

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...

Analyze system logs by time range using Google SRE framework to summarize operation, classify errors, score health, and suggest improvements.

Security-hardened self-improvement skill for OpenClaw. Captures learnings, errors, and corrections with mandatory human-approval gate, automated sanitization...

A privacy-first, consent-based self-improvement skill for AI agents. Captures learnings, errors, best practices with auto-sanitization and duplicate detectio...

Insert breakpoint self-critique before branching work, after user friction, and at risky handoffs so agents catch errors early.

Captures learnings, errors, and corrections for continuous improvement. Use when: (1) A command fails unexpectedly, (2) User corrects you ('No, that's wrong....