Monitoratge
Registres, mètriques i observabilitat
complexity-mitigator
tkersey
Mitigate incidental code complexity when control flow is tangled, nesting is deep, names are hard to parse, or reasoning requires cross-file hops. Use when a review stalls on readability, you need an analysis-first refactor plan before edits, or you want essential-vs-incidental verdicts, ranked simplification steps, a small structural sketch, and a TRACE assessment (analysis-only; no edits).
git-log-summary
benmatselby
Provides a summary of the git log for the past period of time. Use when asked to provide a git log summary.
competitor-monitor
guia-matthieu
"Monitor competitor websites for changes. Use when: tracking competitor pricing changes; monitoring new features; watching for content updates; alerting on website changes; competitive intelligence"
o11y-logging
joelhooks
"Implement and verify joelclaw observability on every change so failures cannot stay silent. Use when adding/updating Inngest functions, gateway channels, webhook providers, APIs, workers, or any pipeline step. Enforces canonical OTEL contract, storage path, and verification gates. Triggers on: 'o11y', 'observability', 'logging', 'otel', 'instrument this', 'silent failure', 'add telemetry', 'log this function'."
swift
Joannis
'Expert guidance on Swift best practices, patterns, and implementation. Use when developers mention: (1) Swift configuration or environment variables, (2) swift-log or logging patterns, (3) OpenTelemetry or swift-otel, (4) Swift Testing framework or @Test macro, (5) Foundation avoidance or cross-platform Swift, (6) platform-specific code organization, (7) Span or memory safety patterns, (8) non-copyable types (~Copyable), (9) API design patterns or access modifiers.'
b2c-logging
SalesforceCommerceCloud
Implement logging in B2C Commerce scripts using dw.system.Logger. Use when adding debug output, error tracking, or custom log files to server-side code. Covers getLogger, log categories, log levels (debug, info, warn, error, fatal), and custom named log files.
philosophy
Soul-Brews-Studio
Display Oracle philosophy principles and guidance. Use when user asks about principles, "nothing deleted", Oracle philosophy, or needs alignment check.
feel
Soul-Brews-Studio
Log emotions with optional structure. Use when user says "feel", "feeling", "mood", "tired", "sleepy", "frustrated", "happy", "excited".
fyi
Soul-Brews-Studio
Log information for future reference. Use when user says "fyi", "remember this", "note that", "for your info".
gitclaw-backup
blessonism
GitHub backup for OpenClaw workspace. Use when user says "同步", "备份", "backup", "sync", "push to github", or asks about backup status/history/failures. Manages git-based full backup of ~/.openclaw to GitHub.
metrics
williamzujkowski
Metrics standards for metrics in Observability environments. Covers best
code-history
2ykwang
"Trace git history of specific code — find when functions, patterns, or files were added, modified, or removed, and explain the intent behind each change."
trustworthy-experiments
pmprompt
Use when asked to "run an A/B test", "design an experiment", "check statistical significance", "trust our results", "avoid false positives", or "experiment guardrails". Helps design, run, and interpret controlled experiments correctly. Based on Ronny Kohavi's framework from "Trustworthy Online Controlled Experiments".
greptimedb-trigger
GreptimeTeam
Guide for creating GreptimeDB triggers, by which we can trigger external webhook like Alertmanager. This feature can be used as alternative to Prometheus alerting rule.
building-streamlit-dashboards
streamlit
Building dashboards in Streamlit. Use when creating KPI displays, metric cards, or data-heavy layouts. Covers borders, cards, responsive layouts, and dashboard composition.
altinity-expert-clickhouse-overview
Altinity
Runs a quick overview of Clickhouse server health.
altinity-expert-clickhouse-metrics
Altinity
Real-time monitoring of ClickHouse metrics, events, and asynchronous metrics. Use for load average, connections, queue monitoring, and resource saturation.
tool-ast-grep-rules
Heyvhuang
'Write AST-based code search and rewrite rules using ast-grep YAML. Create linting rules, code modernizations, and API migrations with auto-fix. Use when the user mentions ast-grep, tree-sitter patterns, code search rules, lint rules with YAML, AST matching, or code refactoring patterns.'
Analytics Plan
yebot
Define analytics tracking plan for features and initiatives
loop-worker
PersonalClaw
Per-cycle protocol for an autonomous goal loop worker — the unified autonomous goal engine that runs one self-directed cycle per turn until its goal is met, then self-retires. Drives one cycle against a loop's file interface (status.json gate, brief.md goal, guidance.txt nudges, findings/cycle_NNN.json, FINDINGS.md, the type-appropriate deliverable, STOP sentinel). The worker produces work and reports evidence; a deterministic check or a separate judge — never the worker — decides done-ness.
fix-sentry-issues
brianlovin
Use Sentry MCP to discover, triage, and fix production issues with root-cause analysis. Use when asked to fix Sentry issues, triage production errors, investigate error spikes, or clean up Sentry noise. Requires Sentry MCP server. Triggers on "fix sentry", "triage errors", "production bugs", "sentry issues".
session-log
michalparkola
Summarize the current conversation session and append results to the weekly agent-log. Use when user says "log this", "session log", "summarize this session", or asks to write results to the agent-log.
tool-vice-mcp
gamesexplained
How to drive VICE through the vice-mcp server, the recommended emulator setup. Check the build first, then the tool names, the sequence that works, stepping and input, and the behaviours that waste time on any build. What to do when a check fails is in workarounds.md, beside this file.
use
alondero
Launch Buildmesh exe and monitor its debug log output in this session