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 HelloThisWorld/agent-skill-verification-template --skill openmind-code-graphsgit clone --depth 1 https://github.com/HelloThisWorld/agent-skill-verification-templateWrote 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/hellothisworld/agent-skill-verification-template/openmind-code-graphs)<a href="https://agentmods.dev/skills/hellothisworld/agent-skill-verification-template/openmind-code-graphs"><img src="https://agentmods.dev/badge/skills/hellothisworld/agent-skill-verification-template/openmind-code-graphs/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/hellothisworld/agent-skill-verification-template/openmind-code-graphs"><img src="https://agentmods.dev/badge/skills/hellothisworld/agent-skill-verification-template/openmind-code-graphs.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00057 | $0.00283 |
| Opus 5.5 | $0.00023 | $0.00113 |
| Sonnet 5.5 | $0.00011 | $0.00057 |
| Haiku 4.5 | $0.00006 | $0.00028 |
Grade A, and why
openmind-code-graphs 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
openmind-code-graphs
This skill is the eval-harness face of Open Mind's code-graphs capability
(https://github.com/HelloThisWorld/open-mind, skills/code-graphs/SKILL.md).
Answers come from Open Mind's actual structure analysis
(openmind/structure.py: build_structure, get_definition, term_usage),
reached through openmind/skill_bridge.py.
Behavior under contract
- Recovered, never generated — definition sites and usage edges come from line-oriented static analysis of the corpus's real code.
- Source locations everywhere — a definition claim cites the actual
file:lineof thedef/classstatement, re-verified on every run. - Honest absence — a symbol not defined in the corpus returns
insufficient_evidencewith zero claims; usage lists only files that truly reference the symbol.
Question forms
where is <symbol> defined · who uses <symbol>
What ships with it
3 files 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 · 27 lines · 57 tokens per session scan A 9021efa6a4b4
openmind-code-graphs is a skill published in the GitHub repository HelloThisWorld/agent-skill-verification-template (1 stars, last pushed 1mo ago), licensed MIT. It adds 57 tokens to every session and 283 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-31.
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