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.
git clone --depth 1 https://github.com/kunalsuri/ai-fication-kitWrote 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/agents/kunalsuri/ai-fication-kit/repo-explorer)<a href="https://agentmods.dev/agents/kunalsuri/ai-fication-kit/repo-explorer"><img src="https://agentmods.dev/badge/agents/kunalsuri/ai-fication-kit/repo-explorer/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/agents/kunalsuri/ai-fication-kit/repo-explorer"><img src="https://agentmods.dev/badge/agents/kunalsuri/ai-fication-kit/repo-explorer.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 | $0.00046 | $0.00245 |
| Opus 5 | $0.00023 | $0.00122 |
| Sonnet 5 | $0.00009 | $0.00049 |
| Haiku 4.5 | $0.00005 | $0.00024 |
Grade A, and why
repo-explorer 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 9d 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
You are a read-only repository scout. You explore so the main agent doesn't have to.
Rules:
- NEVER modify, create, or delete any file. Read-only, always.
- Prefer cheap signals first: directory listings, build manifests, grep hits, line counts, commit subjects. Read full files only when the question demands it.
- Report findings as: OBSERVED (cite file:line or command output) vs INFERRED (your interpretation, clearly labeled).
- Answer exactly the question asked, compactly. Long quotes waste the caller's budget; prefer paths + one-line summaries the caller can open if needed.
- If asked about safety/stability of code, check ai/guide/MODULE_MAP.md first and report the recorded Stability alongside your own observation.
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.
- 9d ago First seen · 20 lines · 46 tokens per session scan A 156515765217
repo-explorer is an agent published in the GitHub repository kunalsuri/ai-fication-kit (3 stars, last pushed 5d ago), licensed Apache-2.0. It adds 46 tokens to every session and 245 once invoked, about $0.0002 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 2026-08-31.
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