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 davidliuk/graph-of-skills --skill bootstrap_skillgit clone --depth 1 https://github.com/davidliuk/graph-of-skillsWrote 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/davidliuk/graph-of-skills/bootstrap_skill)<a href="https://agentmods.dev/skills/davidliuk/graph-of-skills/bootstrap_skill"><img src="https://agentmods.dev/badge/skills/davidliuk/graph-of-skills/bootstrap_skill/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/davidliuk/graph-of-skills/bootstrap_skill"><img src="https://agentmods.dev/badge/skills/davidliuk/graph-of-skills/bootstrap_skill.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 | $0.00029 | $0.00385 |
| Opus 5 | $0.00015 | $0.00192 |
| Sonnet 5 | $0.00006 | $0.00077 |
| Haiku 4.5 | $0.00003 | $0.00038 |
Grade A, and why
graph-skills-retriever 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 11d 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
Purpose
Use this skill when the task seems to require specialized domain knowledge, scripts, or references that are not already obvious from the current context.
The full skill library is stored outside the auto-loaded harness context at:
/opt/graphskills/library
Do not manually scan that whole directory first. Retrieve a focused bundle.
Retrieve Relevant Skills
Run:
graphskills-query "short description of the task or current subproblem"
Useful flags:
graphskills-query "debug spring boot jakarta migration build errors" --top-n 5 --seed-top-k 4 --max-context-chars 9000
graphskills-query "extract text from receipts into xlsx" --json
How To Use The Results
- Start with a short task-level query.
- Read the returned skill bundle.
- Follow the retrieved skill instructions and inspect any referenced files in
/opt/graphskills/library/<skill-name>/. - Re-query with a narrower subproblem if needed.
Guidance
- Prefer 1-2 retrieval calls over manually searching the entire library.
- The returned
Source:path points to the canonicalSKILL.mdin/opt/graphskills/library. - If you need scripts or references from a retrieved skill, inspect that skill directory directly.
- Reuse the graph retriever whenever the task shifts to a new subproblem.
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.
- 11d ago First seen · 55 lines · 29 tokens per session scan A a931bb02276c
graph-skills-retriever is a skill published in the GitHub repository davidliuk/graph-of-skills (206 stars, last pushed 11d ago), licensed MIT. It adds 29 tokens to every session and 385 once invoked, about $0.0001 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 2026-08-30.
Other skills, from other repositories
graphify
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mykg
Universal Knowledge Graph for accumulating and organizing knowledge from any source. Use when ingesting documents, answering questions, maintaining wiki pages, or working with project-specific knowledge bases.
project-skill
Project-specific instructions for this workspace. Use when ingesting sources and maintaining wiki for this domain.
mykg
../../SKILL.md.
claude-md-improver
Audit and improve CLAUDE.md files in repositories. Use when user asks to check, audit, update, improve, or fix CLAUDE.md files. Scans for all CLAUDE.md files, evaluates quality against templates, outputs quality report, then makes targeted updates. Also use when the user mentions "CLAUDE.md maintenance" or "project…
gke-workload-security
Audits, configures, and hardens workload-level security controls for Google Kubernetes Engine (GKE) applications and namespaces. Covers running cluster security audits (auditcluster.sh), configuring Workload Identity Federation (impersonation, KSA/GSA binding, and pod setup), enforcing Network Policies (default-deny…