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Get Started Free →Nested lingtai-issue-report reference for deciding when an observation is worth reporting, what evidence to collect, and how to keep secrets out of a report. Read this first, while the problem is fresh, before drafting the report body.
.claude/skills/lingtai-ai-issue-report-evidence-checklist/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 14% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -16% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -7% | 0% |
| case-15 | ✗→✓ | ▲ Improved | -11% | 0% |
| case-21 | ✗→✓ | ▲ Improved | -6% | 0% |
This is a nested lingtai-issue-report reference: whether an observation deserves a report, and what evidence to capture (without leaking secrets) before you draft one. Read it while the problem is still fresh — you can rarely reconstruct exact tool output later.
The kinds of problem you are placed to catch: a doc URL that 404s, a capability that errors silently, a skill whose claims don't match what the API actually returns, a preset that ships a broken default, a procedure step that contradicts another.
You should reach for lingtai-issue-report whenever you spot any of:
setup swallows an error and leaves you without a tool you should haveprocedures.md give incompatible guidance for the same situationlingtai-kernel-anatomy's reference/changelog.md doesn't documentYou should not invoke this skill for:
mimo-v2-pro supports vision but the API returns 400 on image input" — is that a doc bug (skill is wrong) or a code bug (API broke)? Note which you think and why.Reports get filed publicly and maintainers grep them. Before you put anything into a report body, scrub it:
GH_TOKEN, API key, or other secret appears in the tool output you want to quote, redact it (GH_TOKEN=ghp_…redacted) before it goes anywhere near the report.filing-flow).env, gh auth status, or a config file often carries secrets — strip them before quoting.> Found a bug or issue? If you encounter any problems with this skill, load the lingtai-issue-report skill and follow its instructions to report it.
Other measured skills in the registry, with their headline benchmark lift.