CodeScope Codebase Graph Analysis
QwenLM/qwen-code
Answers questions about code structure, history, bugs and PR risk using a CodeScope knowledge graph and semantic index built from the repository.
Check gate status for a Bitbucket PR by resolving the PR head commit, finding the gate merge commit, inspecting builds on that merge commit, and summarizing root-cause failures with actionable next…
$ npx skills add oracle/graalpython --skill pr-gate-check -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install oracle/graalpython pr-gate-check --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/oracle/graalpython.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/pr-gate-check .claude/skills/pr-gate-check && 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 "pr-gate-check" agent skill from https://github.com/oracle/graalpython/tree/master/.agents/skills/pr-gate-check into .claude/skills/pr-gate-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-gate-check", 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/oracle/graalpython/tree/master/.agents/skills/pr-gate-checkType 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 oracle/graalpython --skill pr-gate-check -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install oracle/graalpython pr-gate-check --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oracle/graalpython.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/pr-gate-check .agents/skills/pr-gate-check && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pr-gate-check" agent skill from https://github.com/oracle/graalpython/tree/master/.agents/skills/pr-gate-check into .agents/skills/pr-gate-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-gate-check", 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 oracle/graalpython --skill pr-gate-check -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install oracle/graalpython pr-gate-check --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oracle/graalpython.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/pr-gate-check .cursor/skills/pr-gate-check && 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 "pr-gate-check" agent skill from https://github.com/oracle/graalpython/tree/master/.agents/skills/pr-gate-check into .cursor/skills/pr-gate-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-gate-check", 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/oracle/graalpython.git --path .agents/skills/pr-gate-check--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 oracle/graalpython --skill pr-gate-check -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install oracle/graalpython pr-gate-check --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oracle/graalpython.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/pr-gate-check .gemini/skills/pr-gate-check && 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 "pr-gate-check" agent skill from https://github.com/oracle/graalpython/tree/master/.agents/skills/pr-gate-check into .gemini/skills/pr-gate-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-gate-check", 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 oracle/graalpython pr-gate-checkInstalls 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 oracle/graalpython --skill pr-gate-check -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/oracle/graalpython.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/pr-gate-check .github/skills/pr-gate-check && 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 "pr-gate-check" agent skill from https://github.com/oracle/graalpython/tree/master/.agents/skills/pr-gate-check into .github/skills/pr-gate-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-gate-check", 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 oracle/graalpython --skill pr-gate-check -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install oracle/graalpython pr-gate-check --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oracle/graalpython.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/pr-gate-check .opencode/skills/pr-gate-check && 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 "pr-gate-check" agent skill from https://github.com/oracle/graalpython/tree/master/.agents/skills/pr-gate-check into .opencode/skills/pr-gate-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-gate-check", 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.
pr-gate-checkCheck gate status for a Bitbucket PR by resolving the PR head commit, finding the gate merge commit, inspecting builds on that merge commit, and summarizing root-cause failures with actionable next…
PR Gate Check is an agent skill from oracle/graalpython, published by the product's own GitHub organization. Check gate status for a Bitbucket PR by resolving the PR head commit, finding the gate merge commit, inspecting builds on that merge commit, and summarizing root-cause failures with actionable next steps.
Its SKILL.md is about 640 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Root cause analysis. It works with Bitbucket, Java and Python. The repository describes itself as: GraalPy – A high-performance embeddable Python 3 runtime for Java.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 2b93834. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
gitrgFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
PR Gate Check loads about 637 tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 283 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.
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.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 283 words (~637 tokens).
“Use this workflow when asked for gate status of a PR. Usually the builds are tied to a merge commit generated on Bitbucket, so this skill goes through finding the remote merge commit.”
Just SKILL.md in .agents/skills/pr-gate-check of oracle/graalpython.
Open the folder on GitHubat commit 2b93834
PR Gate Check 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 |
|---|---|---|---|---|---|---|
| PR Gate Check this skilloracle/graalpython | 1.7k | — | ~637 | Automated safety check: Pass | Custom licence | |
| CodeScope Codebase Graph AnalysisQwenLM/qwen-code | 28k | 1 repos | ~9.3k | Automated safety check: Pass | Apache-2.0 | |
| Codegraph QAQwenLM/qwen-code-examples | 143 | — | ~4.3k | Automated safety check: Pass | None | |
| Runtime Error ExplainerArabelaTso/Skills-4-SE | 253 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | |
| Code Review Skillawesome-skills/code-review-skill | 2.1k | — | ~2.8k | Automated safety check: Notes | MIT | |
| Code To Diagramzebbern/claude-code-guide | 4.7k | 1 repos | ~972 | Automated safety check: Pass | MIT |
QwenLM/qwen-code
Answers questions about code structure, history, bugs and PR risk using a CodeScope knowledge graph and semantic index built from the repository.
QwenLM/qwen-code-examples
Use CodeScope to analyze any indexed codebase via its graph database (neug) and vector index (zvec).
ArabelaTso/Skills-4-SE
Explains runtime errors and compilation failures with actionable debugging guidance.
awesome-skills/code-review-skill
Provides comprehensive code review guidance for React 19, Vue 3, Angular 17+, Svelte 5, Rust, TypeScript, Java, Java 8, PHP, Ruby, Rails, Python, Django, FastAPI, Go, C/.NET, Kotlin, Swift, Dart…
zebbern/claude-code-guide
Analyze codebases and automatically generate architecture diagrams, flowcharts, and org charts.
ben-manes/caffeine
Audits a module by walking its git history commit by commit, tracking unresolved issues forward, and reporting the ones that survive to HEAD as findings.
oracle/graalpython
Analyze recent GraalPy benchmark regressions on master as part of the weekly rota.
oracle/graalpython
Analyze current GraalPy periodic job failures for ROTA. An agent skill from oracle/graalpython.
oracle/graalpython
Run the GraalPy ROTA import update workflow. An agent skill from oracle/graalpython.
oracle/graalpython
Mirror an external GitHub pull request into the internal GraalPython Bitbucket review flow, including OCA label checks, Jira creation or reuse, preserving PR commits, pre-commit cleanup, and handoff…
oracle/graalpython
Create or continue a GraalPython Bitbucket pull request and drive it through Graal Bot tasks, gate start, gate monitoring, failure investigation, fixes, pushes, and gate reruns.
oracle/graalpython
Create or update GraalPy third-party package and Rust crate compatibility patches under graalpython/lib-graalpython/patches, including PyPI source preparation, Cargo crate autopatching, rebasing…
Categories
Check gate status for a Bitbucket PR by resolving the PR head commit, finding the gate merge commit, inspecting builds on that merge commit, and summarizing root-cause failures with actionable next…. PR Gate Check is an agent skill from oracle/graalpython, published by the product's own GitHub organization. Check gate status for a Bitbucket PR by resolving the PR head commit, finding the gate merge commit, inspecting builds on that merge commit, and summarizing root-cause failures with actionable next steps.
PR Gate Check fits situations like: tasks that involve Root cause analysis.
Run `npx skills add oracle/graalpython --skill pr-gate-check -a claude-code`. Or copy the skill folder (.agents/skills/pr-gate-check in oracle/graalpython) into .claude/skills/pr-gate-check in your project. Claude Code loads it when a task matches its description.
Run `npx skills add oracle/graalpython --skill pr-gate-check -a codex`. Or copy the skill folder (.agents/skills/pr-gate-check in oracle/graalpython) into .agents/skills/pr-gate-check in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add oracle/graalpython --skill pr-gate-check -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pr-gate-check, .gemini/skills/pr-gate-check, .github/skills/pr-gate-check and .opencode/skills/pr-gate-check in your project.
Going by SKILL.md and its folder, PR Gate Check needs the command-line tools its instructions call (git and rg).
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
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.
PR Gate Check has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 637 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with PR Gate Check: CodeScope Codebase Graph Analysis (QwenLM/qwen-code, 28k stars), Codegraph QA (QwenLM/qwen-code-examples, 143 stars), Runtime Error Explainer (ArabelaTso/Skills-4-SE, 253 stars) and Code Review Skill (awesome-skills/code-review-skill, 2.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
oracle (a GitHub organization, an official publisher) maintains it in oracle/graalpython, which has 1,652 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 7, 2026.
Source: oracle/graalpython on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.