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 songzhuozhu/obsidian-llm-wiki --skill ingest_rawgit clone --depth 1 https://github.com/songzhuozhu/obsidian-llm-wikiWrote 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/songzhuozhu/obsidian-llm-wiki/ingest_raw)<a href="https://agentmods.dev/skills/songzhuozhu/obsidian-llm-wiki/ingest_raw"><img src="https://agentmods.dev/badge/skills/songzhuozhu/obsidian-llm-wiki/ingest_raw/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/songzhuozhu/obsidian-llm-wiki/ingest_raw"><img src="https://agentmods.dev/badge/skills/songzhuozhu/obsidian-llm-wiki/ingest_raw.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 | $0.00032 | $0.00746 |
| Opus 5 | $0.00016 | $0.00373 |
| Sonnet 5 | $0.00006 | $0.00149 |
| Haiku 4.5 | $0.00003 | $0.00075 |
Grade A, and why
ingest_raw 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 13d 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 — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ingest_raw
Use this skill to process the next ingest unit in inspool-wiki-en/raw/unprocessed/ and integrate it into the wiki.
Steps
- Read
inspool-wiki-en/AGENTS.md. - Review
inspool-wiki-en/raw/index.md,inspool-wiki-en/wiki/index.md, andinspool-wiki-en/wiki/log.md. - Scan
inspool-wiki-en/raw/unprocessed/. - Select the next ingest unit using this priority:
- files in the same subfolder
- files sharing the same
ingest_group - otherwise, a single file
- If multiple candidates exist, prefer the oldest queued batch; if that is unclear, choose the first lexically.
- If the selection is a batch, confirm that the files are actually related. If the batch is too large, split it into smaller 2-to-5-file batches.
- Extract the core information from the source or source batch.
- Create or update the corresponding summary pages in
inspool-wiki-en/wiki/sources/and treat them as evidence nodes. - Create or update the relevant entity, concept, and synthesis pages.
- Add the necessary
[[wiki links]], and prefer linking important claims to[[sources/...]]or[[sources/...#some-section]]. - Maintain frontmatter relationship fields such as
supports,contradicts,related_entities,related_concepts, andrelated_sources. - Update
inspool-wiki-en/wiki/index.md. - Append an
ingestlog entry toinspool-wiki-en/wiki/log.md. - Update workflow fields for every raw file in the ingest unit, for example:
processing_status: pending_reviewreviewed_at:processed_at:processed_into: <corresponding source page path>
- Update
inspool-wiki-en/raw/index.md. - Tell the user explicitly that the batch is now in
pending_review.
Constraints
- the body content under
raw/is read-only by default - attach source-page references to important conclusions whenever possible
- prefer local source pages over external URLs as primary graph edges
- remain compatible with user-created subfolders under
wiki/concepts/,wiki/entities/, andwiki/synthesis/ - mark uncertain material as "to be confirmed" or an open question
- record conflicts explicitly when new material contradicts older pages
- do not stop after generating one summary page; maintain the related pages together
- raw files may be marked
pending_reviewonly afterwiki/index.md,wiki/log.md, andraw/index.mdare all updated successfully - process one ingest unit at a time; if it is a batch, keep it small and coherent
- do not move raw files to
processed/without user approval
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.
- 13d ago First seen · 63 lines · 32 tokens per session scan A 9ea8bc52cffb
ingest_raw is a skill published in the GitHub repository songzhuozhu/obsidian-llm-wiki (121 stars, last pushed 4mo ago), licensed MIT. It adds 32 tokens to every session and 746 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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