classified-skill-listing-debug-telemetry

classified-skill-listing-debug-telemetry is a skill for Claude Code, Codex from ychampion/cskill-agents. It costs 42 tokens per session (418 once invoked), scanned A, original, MIT.

A debugging practice for skill-listing batches that records batch size, update type, and running totals without recording the listed content.

In plain words
What is it for?
Use it when building or diagnosing a pipeline that sends an initial skill list and later updates.
Why use it?
It helps trace listing behaviour and detect counting or update errors while avoiding noisy or sensitive payload logs.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it when building or diagnosing a pipeline that sends an initial skill list and later updates.

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Install with agentmods
npx agentmods add skills/ychampion/cskill-agents/classified-skill-listing-debug-telemetry
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add ychampion/cskill-agents --skill classified-skill-listing-debug-telemetry
Clone the repo
git clone --depth 1 https://github.com/ychampion/cskill-agents

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for classified-skill-listing-debug-telemetry

README.md
[![agentmods](https://agentmods.dev/badge/skills/ychampion/cskill-agents/classified-skill-listing-debug-telemetry/github.svg)](https://agentmods.dev/skills/ychampion/cskill-agents/classified-skill-listing-debug-telemetry)
Your own site
<a href="https://agentmods.dev/skills/ychampion/cskill-agents/classified-skill-listing-debug-telemetry"><img src="https://agentmods.dev/badge/skills/ychampion/cskill-agents/classified-skill-listing-debug-telemetry/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for classified-skill-listing-debug-telemetry

Your own site · 80×15
<a href="https://agentmods.dev/skills/ychampion/cskill-agents/classified-skill-listing-debug-telemetry"><img src="https://agentmods.dev/badge/skills/ychampion/cskill-agents/classified-skill-listing-debug-telemetry.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 42 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 418 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00042 $0.00418
Opus 5 $0.00021 $0.00209
Sonnet 5 $0.00008 $0.00084
Haiku 4.5 $0.00004 $0.00042

Measured 10d ago against content hash 57cfa507a98f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

classified-skill-listing-debug-telemetry scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

agents/claude-code/skills/classified-skill-listing-debug-telemetry/SKILL.md · 28 lines

What it actually says

SKILL: Classified Skill Listing Debug Telemetry

Domain: command-surfaces
Trigger: Apply when a listing or announcement pipeline needs debuggable operational signals, but logging the full payload would be noisy, expensive, or sensitive. Source Pattern: Distilled from reviewed command-surface and listing-control patterns.

Core Method

Emit one compact debug log per listing batch that classifies the batch and summarizes its size. Record the current batch count, whether it is the initial or a dynamic update, and the cumulative sent total after state mutation, but omit the actual payload content. This gives operators enough information to trace listing behavior, verify delta logic, and spot regressions without leaking or duplicating the rendered skill list in logs.

Key Rules

  • Log derived counts and batch class, not the rendered listing body or full command set.
  • Use the same post-filter batch that will actually be emitted so telemetry matches runtime behavior.
  • Include both per-batch and cumulative counts; one without the other makes delta behavior harder to debug.
  • Keep the telemetry call close to payload construction so classification and counts cannot drift from what is sent.

Example Application

If a REPL session emits a first skill-listing attachment with seven items, log a line such as "sending 7 skills, initial, 7 total sent" before formatting the payload. When two more skills appear after a plugin reload, emit a second line classified as dynamic with the updated cumulative total, without logging the actual skill names.

Anti-Patterns (What NOT to do)

  • Do not log the full listing payload just to debug batch behavior; it bloats logs and may expose irrelevant content.
  • Do not emit debug telemetry from the pre-filter command pool; the logged counts must reflect the exact emitted delta.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 28 lines · 42 tokens per session scan A 57cfa507a98f

Subscribe to this mod's changes

classified-skill-listing-debug-telemetry is a skill published in the GitHub repository ychampion/cskill-agents (36 stars, last pushed 5mo ago), licensed MIT. It adds 42 tokens to every session and 418 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.