Triage Agent Eval Failures
novuhq/novu
Triage failing @novu/agent-evals scenarios to decide whether a failure is real or flaky, and whether to fix the playbook/prompt or the test (grader, tape, scenario, or judge).
A skill your agent uses for opt-in Deep Inspect run triage: test lane failures, census artifacts, pinned-subset drift, and routing findings into issues or tracker updates.
No licenceAuto-check passed
Install Deep Inspect Analysis
$ npx skills add richlander/dotnet-inspect --skill deep-inspect-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install richlander/dotnet-inspect deep-inspect-analysis --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/richlander/dotnet-inspect.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/deep-inspect-analysis .claude/skills/deep-inspect-analysis && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "deep-inspect-analysis" agent skill from https://github.com/richlander/dotnet-inspect/tree/main/.claude/skills/deep-inspect-analysis into .claude/skills/deep-inspect-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-inspect-analysis", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/richlander/dotnet-inspect/tree/main/.claude/skills/deep-inspect-analysisType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add richlander/dotnet-inspect --skill deep-inspect-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install richlander/dotnet-inspect deep-inspect-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/richlander/dotnet-inspect.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/deep-inspect-analysis .agents/skills/deep-inspect-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "deep-inspect-analysis" agent skill from https://github.com/richlander/dotnet-inspect/tree/main/.claude/skills/deep-inspect-analysis into .agents/skills/deep-inspect-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-inspect-analysis", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add richlander/dotnet-inspect --skill deep-inspect-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install richlander/dotnet-inspect deep-inspect-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/richlander/dotnet-inspect.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/deep-inspect-analysis .cursor/skills/deep-inspect-analysis && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "deep-inspect-analysis" agent skill from https://github.com/richlander/dotnet-inspect/tree/main/.claude/skills/deep-inspect-analysis into .cursor/skills/deep-inspect-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-inspect-analysis", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/richlander/dotnet-inspect.git --path .claude/skills/deep-inspect-analysis--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add richlander/dotnet-inspect --skill deep-inspect-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install richlander/dotnet-inspect deep-inspect-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/richlander/dotnet-inspect.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/deep-inspect-analysis .gemini/skills/deep-inspect-analysis && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "deep-inspect-analysis" agent skill from https://github.com/richlander/dotnet-inspect/tree/main/.claude/skills/deep-inspect-analysis into .gemini/skills/deep-inspect-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-inspect-analysis", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install richlander/dotnet-inspect deep-inspect-analysisInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add richlander/dotnet-inspect --skill deep-inspect-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/richlander/dotnet-inspect.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/deep-inspect-analysis .github/skills/deep-inspect-analysis && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "deep-inspect-analysis" agent skill from https://github.com/richlander/dotnet-inspect/tree/main/.claude/skills/deep-inspect-analysis into .github/skills/deep-inspect-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-inspect-analysis", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add richlander/dotnet-inspect --skill deep-inspect-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install richlander/dotnet-inspect deep-inspect-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/richlander/dotnet-inspect.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/deep-inspect-analysis .opencode/skills/deep-inspect-analysis && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "deep-inspect-analysis" agent skill from https://github.com/richlander/dotnet-inspect/tree/main/.claude/skills/deep-inspect-analysis into .opencode/skills/deep-inspect-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-inspect-analysis", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
deep-inspect-analysis- GitHub stars
- 151
- Token cost
- ~1.4k tokens
- SKILL.md length
- 312 words
- Files
- 1
- Skills in repo
- 21
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses for opt-in Deep Inspect run triage: test lane failures, census artifacts, pinned-subset drift, and routing findings into issues or tracker updates.
- Opt-in Deep Inspect run triage: test lane failures
- SKILL.md covers Read the latest runs, Read census artifacts, Separate pinned signal from… and Route findings, plus 1 more section
- Calls jq and gh
- Census artifacts
What it does
Deep Inspect Analysis is an agent skill from richlander/dotnet-inspect. Use for opt-in Deep Inspect run triage: test lane failures, census artifacts, pinned-subset drift, and routing findings into issues or tracker updates.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Tool to inspect .NET assets, like docker inspect and kubectl describe.
When your agent uses it
- Opt-in Deep Inspect run triage: test lane failures
- Census artifacts
- Pinned-subset drift
- Routing findings into issues
Example prompts
- “/deep-inspect-analysis”
What it can do on your machine
Read from SKILL.md and the folder at commit 2b11462. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
jqgh
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Deep Inspect Analysis loads about 1.4k tokens when it runs. Until then it costs about 43 tokens; SKILL.md has 312 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 312 words (~1,398 tokens).
“Use this skill when the user asks for Deep Inspect analysis or wants an opt-in validation/census run reviewed. Produce a short status report: whether the test lane passed, whether census health moved, and whether any result needs a durable issue…”
- name
- deep-inspect-analysis
Files
Just SKILL.md in .claude/skills/deep-inspect-analysis of richlander/dotnet-inspect.
Open the folder on GitHubat commit 2b11462
Compare with similar skills
Deep Inspect Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Deep Inspect Analysis this skillrichlander/dotnet-inspect | 151 | — | ~1.4k | Automated safety check: Pass | None | |
| Triage Agent Eval Failuresnovuhq/novu | 40k | — | ~1.5k | Automated safety check: Pass | Custom licence | |
| Triaging Merge Queue FailuresPostHog/posthog | 40k | — | ~9.5k | Automated safety check: Pass | Custom licence | |
| Omh Build Failure Triagerlaope/oh-my-hermes | 3.2k | — | ~2.3k | Automated safety check: Pass | MIT | |
| Triaging Issuespytorch/pytorch | 104k | — | ~4.2k | Automated safety check: Pass | Custom licence | |
| Omh Jev Failure Triagerlaope/oh-my-hermes | 3.2k | — | ~673 | Automated safety check: Pass | MIT |
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Omh Jev Failure Triage
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Questions about Deep Inspect Analysis
What does Deep Inspect Analysis do?
A skill your agent uses for opt-in Deep Inspect run triage: test lane failures, census artifacts, pinned-subset drift, and routing findings into issues or tracker updates. Deep Inspect Analysis is an agent skill from richlander/dotnet-inspect. Use for opt-in Deep Inspect run triage: test lane failures, census artifacts, pinned-subset drift, and routing findings into issues or tracker updates.
When should I use Deep Inspect Analysis?
Deep Inspect Analysis fits situations like: opt-in Deep Inspect run triage: test lane failures; census artifacts; pinned-subset drift; routing findings into issues.
How do I install Deep Inspect Analysis in Claude Code?
Run `npx skills add richlander/dotnet-inspect --skill deep-inspect-analysis -a claude-code`. Or copy the skill folder (.claude/skills/deep-inspect-analysis in richlander/dotnet-inspect) into .claude/skills/deep-inspect-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Deep Inspect Analysis in Codex?
Run `npx skills add richlander/dotnet-inspect --skill deep-inspect-analysis -a codex`. Or copy the skill folder (.claude/skills/deep-inspect-analysis in richlander/dotnet-inspect) into .agents/skills/deep-inspect-analysis in your project. Codex loads it when a task matches its description.
Can I use Deep Inspect Analysis in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add richlander/dotnet-inspect --skill deep-inspect-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/deep-inspect-analysis, .gemini/skills/deep-inspect-analysis, .github/skills/deep-inspect-analysis and .opencode/skills/deep-inspect-analysis in your project.
What does Deep Inspect Analysis need to run?
Going by SKILL.md and its folder, Deep Inspect Analysis needs the command-line tools its instructions call (jq and gh).
Does Deep Inspect Analysis access the network?
SKILL.md contains no URLs. Its commands use gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Deep Inspect Analysis safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Deep Inspect Analysis use?
No licence was found for Deep Inspect Analysis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Deep Inspect Analysis use?
About 1.4k tokens (SKILL.md is roughly 5.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Deep Inspect Analysis?
Skills that share tags, products or a category with Deep Inspect Analysis: Triage Agent Eval Failures (novuhq/novu, 40k stars), Triaging Merge Queue Failures (PostHog/posthog, 40k stars), Omh Build Failure Triage (rlaope/oh-my-hermes, 3.2k stars) and Triaging Issues (pytorch/pytorch, 104k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Deep Inspect Analysis?
richlander (a GitHub user) maintains it in richlander/dotnet-inspect, which has 151 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on October 8, 2026.
Source: richlander/dotnet-inspect on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.