Monitoring
Logging, metrics, and observability
update-focus
by flonat
"Update current-focus.md with a structured session summary. Preserves the document's rich structure: weekly focus, session history rotation, open loops, mental state. Use at end of work sessions or when the stop hook nudges."
datadog-cli
by softaworks
Datadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards. Use this when debugging production issues or working with Datadog observability.
lesson-learned
by softaworks
"Analyze recent code changes via git history and extract software engineering lessons. Use when the user asks 'what is the lesson here?', 'what can I learn from this?', 'engineering takeaway', 'what did I just learn?', 'reflect on this code', or wants to extract principles from recent work."
Bridge
by simota
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philosophy
by Soul-Brews-Studio
Display Oracle philosophy principles and guidance. Use when user asks about principles, "nothing deleted", Oracle philosophy, or needs alignment check.
feel
by Soul-Brews-Studio
Log emotions with optional structure. Use when user says "feel", "feeling", "mood", "tired", "sleepy", "frustrated", "happy", "excited".
fyi
by Soul-Brews-Studio
Log information for future reference. Use when user says "fyi", "remember this", "note that", "for your info".
trace
by Soul-Brews-Studio
Find projects across git history, repos, docs, and Oracle. Use when user asks "trace", "find project", "where is [project]", "search history". Supports --oracle (fast), --smart (default), --deep (5 subagents). For session mining use /dig.
graphrag-evaluation
by lyndonkl
Use when evaluating GraphRAG system quality across knowledge graph completeness, retrieval relevance, answer correctness, and reasoning verification. Invoke when user mentions evaluate GraphRAG, quality metrics, benchmark, hallucination reduction, answer correctness, multi-step reasoning evaluation, test my GraphRAG, or measure RAG performance. Provides evaluation frameworks, metric selection, and testing protocols.
observability-setup
by proflead
Set up metrics, logs, and traces for a service. Use when a mid-level developer needs basic observability coverage.
context-status
by flonat
"Show current context status and session health.\nUse to check how much context has been used, whether auto-compact is\napproaching, and what state will be preserved."
session-log
by flonat
"Create timestamped progress logs for research sessions. Detects multi-project sessions and creates separate logs per project. Enables continuity between Claude sessions."
reading-logs
by rileyhilliard
Analyzes logs efficiently through targeted search and iterative refinement. Use when investigating errors, debugging incidents, or analyzing patterns in application logs.
opentelemetry
by bobmatnyc
"OpenTelemetry observability patterns: traces, metrics, logs, context propagation, OTLP export, Collector pipelines, and troubleshooting"
Experiment
by simota
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daemon-logs
by terrylica
View asciinema chunker daemon logs. TRIGGERS - daemon logs, chunker logs, backup logs.
plan
by tkersey
Produce essay-heavy, decision-complete plans in proposed_plan block format. Use when asked to run $plan, turn a project brief into an execution-ready architecture plan, or iteratively refine strategy; optionally export to iterative plan-N.md files (max N=5) when explicitly requested outside Plan Mode.
invariant-ace
by tkersey
"Turn 'should never happen' into 'cannot happen' by defining owned inductive invariants and enforcing them at parse/construct/API/DB/lock/txn boundaries with a verification signal. Use when prompts mention invariants, impossible states, validation sprawl, cache/index drift, idempotency/versioning, retries/duplicates/out-of-order events, race/linearization bugs, loop correctness, or hardening another workflow (for example $fix) with invariant checks first."
stock_analysis
by robinspt
Analyze A-share watchlist symbols, update daily K-line data, run monitor, and report status through the TickFlow Assist plugin.
imsg-rpc
by joelhooks
Set up, maintain, and debug the imsg-rpc Unix socket daemon that gives the gateway iMessage access via JSON-RPC. Covers FDA setup, code signing, launchd service, and the imsg source repo.
Root Cause Tracing
by bobmatnyc
Systematically trace bugs backward through call stack to find original trigger
systemic-product-analyst
by organvm-iv-taxis
A rigorous protocol for auditing projects ("The Thing") and their market fit ("The World"). Uses parallel analysis lanes, friction mapping, and outcome testing to create actionable 30/60/90 day plans.
deepeval
by sammcj
Use when discussing or working with DeepEval (the python AI evaluation framework)
pricing
by whawkinsiv
"Use this skill when the user needs to set pricing, design pricing tiers, choose value metrics, or test price changes. Covers pricing psychology, tier design, anchoring, self-selection mechanisms, and monetization strategy for SaaS."