“observability”

The principal's personal inbox tools — list/read/search/draft/archive/label/mark plus sent-observe and shadow-draft.

Email-observation learning — voice-learn and task-completion producers plus learning-digest review tools.

Guide maintainable, resilient, test-double-friendly code: clear names, decomposition, safe defaults, idempotency, bounded retries, observability, and quality…

Refine a GitHub issue into a proper engineering spec — a short, clear description plus well-defined acceptance criteria (AC) written as observable, external…

Build, run and debug pi extensions by observation — tmux-driven TUI sessions, color screenshots, session digests, and a replay provider for deterministic tool…

Diagnose bugs, failures, and performance regressions using an observed failure signal and targeted probes.

Observe what the user is currently viewing (screen context).

Read or preserve a specific cross-project observation when it helps current work or the human asks.

Aizen knowledge pack (v24) — pipelines with security gates (Gitleaks, Trivy, Semgrep), environments, deploy and rollback, secrets, observability, incidents…

Use when the ThirdHand controller needs a fresh, read-only natural-language observation from the existing XVisio RGB stream.

Use when reviewing engineering maturity, architecture boundaries, module design, testing strategy, observability, security posture, delivery readiness…

Reviews an implementation against its task requirements, acceptance criteria, test coverage, code conventions, security considerations, and observability…

Preflight, start, observe, and recover a fresh-session implementation pipeline from an approved plan.

Use this skill for EverOS local-first Markdown memory service setup, HTTP memory and knowledge APIs, cascade/OME operations, and observability integration.

Capture observable runtime proof with video, screenshots, or measured output.

Analyze a proxy-observed endpoint into reusable request contracts, parameter dictionaries, sanitized replay templates, and fuzzing handoffs.

Improve code structure while preserving observable behavior.

Routes agents using or contributing to CrewAI, including crews, flows, CLI projects, tools, MCP, memory, RAG, LLM providers, observability, files, multimodal…

Configure, observe, and recover Discord AI jobs from the ADK workspace with Codex, Claude, OpenCode, or Grok.

Run long-running tasks under babysit — supervised background runner with cgroup-enforced memory/CPU caps and observability-stall kill.

Observe the user's screen via screenpipe, detect repeated research workflows, match them against existing scientific-agent-skills, and draft new skills (or…

Interpreta enlaces públicos o exports JSON de sesiones OpenCode y los convierte en evidencia observable y estructurada; no aplica para ejecutar instrucciones…

Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.

Read-only observability map of the running agent — live topology, sessions, telemetry, and container health.