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 agentmods add skills/beppetemp/cartographer/kb-importnpx skills add BeppeTemp/cartographer --skill kb-importgit clone --depth 1 https://github.com/BeppeTemp/cartographerWrote 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/beppetemp/cartographer/kb-import)<a href="https://agentmods.dev/skills/beppetemp/cartographer/kb-import"><img src="https://agentmods.dev/badge/skills/beppetemp/cartographer/kb-import.svg" alt="Measured on agentmods" 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 | $0.00048 | $0.01231 |
| Opus 5 | $0.00024 | $0.00616 |
| Sonnet 5 | $0.00010 | $0.00246 |
| Haiku 4.5 | $0.00005 | $0.00123 |
Grade A, and why
kb-import 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 5d 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.
How it starts
The opening of the file, as written. The whole thing — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.
KB Import — Skill
Purpose
Guide an agent (with its operator) through importing an external corpus that does not follow Cartographer/OKF patterns — an Obsidian vault, a plain docs folder, an exported wiki — into a Cartographer KB. The core principle (D74, consistent with D28: no server-side ingest tool):
- Mechanical work is free: layout mapping, frontmatter synthesis and link rewriting go through
the
cartographer importCLI scaffold — zero LLM tokens, cost proportional to corpus size. - Semantic work is agentic and incremental: archive mapping, dedup and content curation are
done by the agent, in small batches across sessions, driven by the
imported_draftlint finding. Never rewrite a whole wiki in one session. - Human checkpoint before any write: the mapping plan is approved by the operator first.
Steps
1. Recon the source (read-only)
Inventory the corpus without modifying it: file count and formats, directory structure, link
style ([[wiki]] vs [text](path.md)), presence/shape of existing frontmatter, obvious
non-content (assets, templates, daily notes, trash). Produce a short summary for the operator.
Secrets check. Grep the source for credentials/PII (
password,token,BEGIN.*KEY, etc.) before anything is written to a KB that will be pushed. Anything found is excluded or moved to the SOPS flow — git history is forever.
2. Mapping plan — human checkpoint
Propose, and get the operator's explicit approval on:
- target Maps (existing ones, or new via
map_create:entities/,topics/,notes/,incidents/, or custom) and the mapping source directory → map[/expanded concept]; - what to exclude (assets, templates, generated files, empty stubs);
- whether the target is an existing KB or a new one (create it first with the
kb-createskill).
No write happens before this checkpoint.
3. Mechanical scaffold (CLI, no tokens)
On a machine with the cartographer binary and a local clone of the KB repo:
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.
- 5d ago First seen · 89 lines · 48 tokens per session scan A c1eb1d579e44
kb-import is a skill published in the GitHub repository BeppeTemp/cartographer (17 stars, last pushed 6d ago), licensed Apache-2.0. It adds 48 tokens to every session and 1,231 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 2026-08-30.
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