Agent Observability Contract Designer

    1

    Design a vendor-neutral telemetry contract for one AI agent workflow: traces, events, metrics, evaluations, redaction, dashboards, and alert hypotheses.

    $19.99

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    0 installsSecurity scanned

    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    Agent Observability Contract Designer

    Example session with this skill installed

    Design an observability contract for a customer support agent that uses a RAG system and can escalate to a human. Focus on cost tracking and PII redaction.

    • Read your context and instructions
    • Compiled the agent observability contract

    Telemetry Contract Table

    CategoryRequired Fields
    Run IDtrace_id, run_id, tenant_hsh
    Retrievaldoc_ids, retrieval_latency, freshness_sig
    Privacypii_redaction_flag, policy_decision

    Redaction Matrix

    • Prompts: redact (PII)
    • Tool Args: hash_or_tokenize

    Connects securely to your tools. The creator never sees your data.

    What you get

    Standardize telemetry across multiple agentic microservices.Map data-minimization rules for sensitive LLM inputs and outputs.Build a triage map for cost anomalies and tool-use cascades.Define evaluation loops linking human review to specific trace IDs.

    About this skill

    What it does

    Turn a sanitized agent workflow into a vendor-neutral observability contract. Produce a root run model, execution graph, trace and event map, minimum field schema, data-minimization matrix, operational views, alert hypotheses, evaluation linkage plan, and a staged implementation backlog.

    Best for

    AI platform engineers, LLM operations teams, product owners, and technical founders who need to make an agent workflow explainable before choosing an observability vendor or writing instrumentation.

    What makes it different

    This is not an observability SDK, dashboard template, or log parser. It designs the evidence contract first: what operators need to see, what must be correlated, what should never be captured by default, and how quality, cost, latency, and policy outcomes remain distinguishable.

    Known limitations

    It does not instrument code, connect a telemetry backend, inspect live traces, process private prompts or customer content, prove coverage, or guarantee privacy, reliability, compliance, or detection.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

      Free skills download straight away. Paid skills unlock right after purchase.

    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

    Skills folder by agent

    Click the path to copy it. Create the folder if it does not exist yet.

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    Fresh listing

    Recently published to Agensi

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    Trust & safety

    Security scanned

    Verified clean 23 days ago

    • Passed all security checks, Safe to install

    Listed23 days ago

    Frequently Asked Questions