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.
npx skills add karellen/karellen-rr-mcp --skill rr-debug-testgit clone --depth 1 https://github.com/karellen/karellen-rr-mcpWrote 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.
[](https://agentmods.dev/skills/karellen/karellen-rr-mcp/rr-debug-test)<a href="https://agentmods.dev/skills/karellen/karellen-rr-mcp/rr-debug-test"><img src="https://agentmods.dev/badge/skills/karellen/karellen-rr-mcp/rr-debug-test/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.
<a href="https://agentmods.dev/skills/karellen/karellen-rr-mcp/rr-debug-test"><img src="https://agentmods.dev/badge/skills/karellen/karellen-rr-mcp/rr-debug-test.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00030 | $0.00746 |
| Opus 5 | $0.00015 | $0.00373 |
| Sonnet 5 | $0.00006 | $0.00149 |
| Haiku 4.5 | $0.00003 | $0.00075 |
Grade A, and why
rr-debug-test scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Debug Failing Test with rr
Use this skill when a test fails (crash, assertion, wrong result) and you need to find the root cause. This is especially useful for test harnesses that spawn subprocesses, where the failing test runs in a child process.
Workflow
1. Record the Test Suite
Record the entire test command. rr captures all subprocesses automatically:
rr_record(command=$ARGUMENTS, trace_dir="<project>/rr-trace-<random>")
For build-system test runners:
rr_record(command=["make", "test"], trace_dir=...)
rr_record(command=["ctest", "--test-dir", "build"], trace_dir=...)
rr_record(command=["pytest", "tests/"], trace_dir=...)
2. Find the Failing Process
Test harnesses (CTest, pytest, make, shell scripts) spawn child processes. The root process is the harness, NOT the test. You must identify the correct subprocess:
rr_ps(trace_dir="<trace>")
How to identify the right process:
- Look at the command column for the actual test binary or script
- Check exit codes: negative = signal (-11 = SIGSEGV, -6 = SIGABRT), non-zero = failure
- The harness process (shell, python, ctest) is usually PID 1 in the trace — skip it
- If multiple tests failed, start with the first non-zero exit code
3. Replay the Failing Process
rr_replay_start(trace_dir="<trace>", pid=<failing-pid>)
Always pass pid for test recordings. Without it, rr replays the harness process
which lacks test debug symbols and is not where the bug occurred.
4. Navigate to the Failure
- Crash/signal:
rr_continue()— stops at signal automatically - Assertion failure:
rr_breakpoint_set("__assert_fail")orrr_breakpoint_set("abort"), thenrr_continue() - Test framework assertion (gtest, catch2, etc.):
rr_breakpoint_set("testing::internal::AssertHelper")for gtest, or set a breakpoint on the test function itself - Wrong result:
rr_breakpoint_set("test_function_name"), thenrr_continue()and step through the test logic
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.
- 10d ago First seen · 91 lines · 30 tokens per session scan A c6c9815c55e9
rr-debug-test is a skill published in the GitHub repository karellen/karellen-rr-mcp (3 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 30 tokens to every session and 746 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 2026-08-31.
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