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 ParendumOU/Nexora --skill gitlab_readgit clone --depth 1 https://github.com/ParendumOU/NexoraWrote 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/parendumou/nexora/gitlab_read)<a href="https://agentmods.dev/skills/parendumou/nexora/gitlab_read"><img src="https://agentmods.dev/badge/skills/parendumou/nexora/gitlab_read/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/parendumou/nexora/gitlab_read"><img src="https://agentmods.dev/badge/skills/parendumou/nexora/gitlab_read.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00000 | $0.00439 |
| Opus 5.5 | $0.00000 | $0.00176 |
| Sonnet 5.5 | $0.00000 | $0.00088 |
| Haiku 4.5 | $0.00000 | $0.00044 |
Grade A, and why
gitlab_read 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 1mo 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.
What it actually says
GitLab Read
Read access: projects, issues, MRs, files, pipelines, members.
Tool: gitlab_api
ALWAYS use gitlab_api — credentials auto-resolved. NEVER call http_request against gitlab.com/api/....
Common actions
current_user— verify authlist_projects— visible repos (scope: member/owned/starred/all)list_groups— accessible namespaceslist_subgroups— children of parent grouprepo_info— single project metadatalist_issues/list_mrs— per-projectread_file— file at reflist_branches/list_commits/list_pipelinessearch— global across projects/issues/MRs/commits/users/blobs
Legacy tools
gitlab_repo_info, gitlab_list_issues, gitlab_list_mrs, gitlab_read_file — back-compat only. Prefer gitlab_api → chain multiple actions in one response.
Requirements
PAT stored in Settings → Integrations → GitLab. Self-hosted: credential carries base_url.
PAT scope = human who issued it (not service account, not admin):
list_projects scope=member→ ONLY projects PAT owner is member of.list_groups→ ONLY groups owner belongs to.- Empty
[]= PAT genuinely has no membership. Do NOT retry with guessed names.
Anti-hallucination
Always use real API responses verbatim. Never invent project names, slugs, ids, namespaces, branches, paths, URLs, or "probable" repos. Inventory smaller than expected → say so, suggest checking PAT scope.
Example
[
{"name": "gitlab_api", "args": {"action": "current_user"}},
{"name": "gitlab_api", "args": {"action": "list_projects", "scope": "member", "visibility": "private", "max_pages": 10}}
]
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 1mo ago First seen · 45 lines · 0 tokens per session scan A 0035fb90d233
gitlab_read is a skill published in the GitHub repository ParendumOU/Nexora (24 stars, last pushed 9d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 439 tokens. 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 2026-08-30.
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