<skill-slug>

SkillAI & models

One-line description of what this fix does and why it matters.

Available today. Use it from your connected AI after setup.

No other account needed.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the <skill-slug> skill

What this skill tells your AI

The instructions your AI receives, as published by onlyterp/prompt-cache-skills in skills/_TEMPLATE/SKILL.md and read by ahel’s review.

Which harness, which file, which lines. Cite a permalink to the relevant code at the audit commit.

What's broken in the user's current setup. Be concrete:

--- a/path/to/file.ts
+++ b/path/to/file.ts
@@
-  old line
+  new line

If the fix is multi-step or conditional, list the steps.

After applying, the agent should:

Run <command> to exercise the code path.
Capture the wire (mitmproxy or harness debug log).
Confirm <specific assertion> — e.g. usage.cache_read_input_tokens > 0 on the second turn.

If the assertion fails, the fix didn't land or there's a second upstream issue. Stop and report.

Why this matters in 1-2 sentences. Link to:

Advanced