Classified skill listing debug telemetry
Skill vishuwa2004/cskill-agents/agents/claude-code/skills/classified-skill-listing-debug-telemetry
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Emit low-cost debug telemetry for skill-listing batches that records batch size, initial-vs-dynamic mode, and cumulative sent count without logging the payload body.
SKILL.md
2.1 KB, 362 tokens by cl100k_base, as published. Nobody here has run it
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.
Gives 0 of the 12 instructions most debug triage skills give in 362 tokens
Counted across 839 of the 1,149 authors here whose files we hold, read 2026-08-06
- investigate root cause before proposing any fixin 102 of 839, across 65 files
- read error messages completelyin 90 of 839, across 48 files
- create a failing test case before fixingin 84 of 839, across 44 files
- reproduce the issue consistentlyin 82 of 839, across 40 files
- change one variable at a timein 82 of 839, across 42 files
- check recent changesin 74 of 839, across 35 files
- write the regression test before fixingin 74 of 839, across 36 files
- fix the root cause not the symptomin 60 of 839, across 43 files
- implement a single fix at a timein 59 of 839, across 20 files
- trace data flow backward to the sourcein 50 of 839, across 20 files
- remove all debug instrumentationin 49 of 839, across 13 files
- form a single hypothesisin 48 of 839, across 18 files
Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.