Atlas / Skills / hoangnguyen0403 / Common Telemetry

Common TelemetrySAFE

skills/hoangnguyen0403/common-telemetry

A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
575
01

Overview

A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages

Read from source at commit 6f5be687a268OBSERVED · 2026-10-14
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: common-telemetry
description: Enforce session-cost telemetry and execution-metadata reporting. Use when explicitly invoking get_session_cost, reporting token/cost usage, applying telemetry or cost guidance during a workflow handoff, or writing artifacts/session-cost.md at a workflow terminal state.
metadata:
  triggers:
    files: []
    keywords:
      - token cost
      - token usage
      - session telemetry
      - cost report
---

# Telemetry & Cost Reporting

## **Priority: P2 (MEDIUM)**

## 1. Finalizing a Workflow

As your final step in any SDLC workflow (or when a user explicitly requests session cost):

1. Call the `get_session_cost` tool provided by the agent-skills-standard MCP server.
2. Pass `workflow`, `model`, token counts, cache/reasoning usage, and per-1M token rates when the host runtime exposes them. Set `slug` (feature/workspace name) and `outcome` (terminal `feature_status`) when this call finalizes a workflow, so the telemetry log can attribute cost per feature.
3. Never set `costSource: "host"` yourself — that value is reserved for the runtime's own telemetry adapter (`buildSessionCostRequest`). If you type numbers by hand, omit `costSource` so the tool reports them as `agent-estimate`, never `host`.
4. If token counts are unavailable, report MCP-observed telemetry and let `get_session_cost` mark cost provenance as `unavailable` — never fabricate a number or a `$0.00` total.
5. Append a Markdown table containing the usage metrics to `artifacts/session-cost.md`.

When asked which artifact to use, always name both `artifacts/session-cost.md` and `get_session_cost`; if the host does not expose the helper, say so explicitly while retaining the artifact requirement.

## 2. Host Runtime Contract

- This skill defines the telemetry contract; it does not collect provider billing data by itself.
- The host runtime or orchestrator must trigger the final telemetry call when the workflow reaches a terminal state such as `completed`, `failed`, or `blocked`.
- The host may use a reusable helper such as `mcp/src/services/WorkflowTelemetry.ts` to:
  - decide when telemetry should fire
  - build the `get_session_cost` payload
  - pass prompt, cache, reasoning, pricing, and other runtime cost fields when available

## 3. Telemetry Format

Ensure the `artifacts/session-cost.md` or the output template `## Cost Report` follows this structure, copying the `get_session_cost` output verbatim rather than re-deriving values:

| Metric                   | Value                                                  |
| ------------------------ | ------------------------------------------------------- |
| **Tool Calls**           | [from get_session_cost]                                |
| **Skills Loaded**        | [from get_session_cost]                                |
| **Workflows Loaded**     | [from get_session_cost]                                |
| **Prompt Tokens**        | [from get_session_cost, or "unavailable" if not exposed] |
| **Cached Prompt Tokens** | [from get_session_cost, or "unavailable" if not exposed] |
| **Completion Tokens**    | [from get_session_cost, or "unavailable" if not exposed] |
| **Reasoning Tokens**     | [from get_session_cost, or "unavailable" if not exposed] |
| **Other Runtime Cost**   | [from get_session_cost, or "unavailable" if not exposed] |
| **Cost Provenance**      | `host` \| `agent-estimate` \| `unavailable`              |
| **Estimated Cost**       | [from get_session_cost, or "unavailable" — never `$0.00`] |

## Anti-Patterns

- **No skipping the telemetry step**: Always include the Cost Report at the end of the execution if mandated by the workflow.
- **No fabricated numbers**: Never invent a `$0.00` or any other placeholder cost when `get_session_cost` reports `unavailable`; render the provenance value as-is.

## Canonical response anchors

When this skill applies, preserve the following domain terminology or equivalent concrete examples in the answer when relevant:
- Call `get_session_cost` when the host exposes it, then append the Markdown table to `artifacts/session-cost.md`.
- Cost Provenance: `host`, `agent-estimate`, `unavailable`

- Telemetry & Cost Reporting
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-14 · audit v0.4.1 · source sha 6f5be687a268full audit observations/trust-audit/skill/hoangnguyen0403__common-telemetry.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-146f5be687a268SAFEB89first audit
05

Questions

What does the Common Telemetry skill do?

A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages

Is Common Telemetry safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Common Telemetry access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (6f5be687a268), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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