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/rdel-group/compound-knowledge-work/import-summarizernpx skills add RDEL-Group/compound-knowledge-work --skill import-summarizergit clone --depth 1 https://github.com/RDEL-Group/compound-knowledge-workWrote 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/rdel-group/compound-knowledge-work/import-summarizer)<a href="https://agentmods.dev/skills/rdel-group/compound-knowledge-work/import-summarizer"><img src="https://agentmods.dev/badge/skills/rdel-group/compound-knowledge-work/import-summarizer.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 | $0.00099 | $0.01079 |
| Opus 5 | $0.00049 | $0.00540 |
| Sonnet 5 | $0.00020 | $0.00216 |
| Haiku 4.5 | $0.00010 | $0.00108 |
Grade A, and why
import-summarizer 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 4d 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 — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Import Summarizer
Convert and process reference materials into indexed, context-budget-friendly summaries. This is the gateway for all reference materials entering a CKW project.
When to Use
/ckw:new-project --from-prdneeds to read a PRD document/ckw:import-referenceprocesses reference materials- Any agent needs to convert a non-markdown document to readable text
Document Conversion
Supported formats
| Format | How CKW converts it |
|---|---|
| Claude's native Read tool — read the file directly, no script. Claude extracts PDF text and layout natively, which is more reliable than any shell converter. | |
| .docx | scripts/convert_document.sh — pandoc → textutil (macOS) → python-docx |
| .pptx | scripts/convert_document.sh — pandoc (needs pandoc ≥ 3.7, which reads PowerPoint natively) |
| .html / .htm | scripts/convert_document.sh — pandoc → textutil (macOS) |
| .rtf | scripts/convert_document.sh — textutil (macOS) → pandoc |
| .txt / .md | Direct read — no conversion |
Convert the document
Detect the file type from its extension (matched case-insensitively — Report.DOCX is fine):
- .pdf — Do not run the script. Use Claude's Read tool on the file directly; it extracts text and layout natively. (Older docs referenced a PyPDF2 fallback and a python-pptx path — neither was ever implemented, and neither is needed.)
- .txt / .md — Read directly.
- .docx / .pptx / .html / .rtf — Run
scripts/convert_document.sh <filepath>(path relative to this SKILL.md). The script picks the right converter per format, verifies the output is non-empty before reporting success, and prints a clear error (including the converter's own stderr) if conversion fails. If it reports that no converter is available, tell the user what to install.
The script now fails loudly on empty/garbled output rather than returning silent garbage (the old behaviour for PDF and PowerPoint via textutil). If conversion fails, surface the error and offer to have the user paste the content manually.
What ships with it
2 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.
- 4d ago First seen · 82 lines · 99 tokens per session scan A 0ec88d61610c
import-summarizer is a skill published in the GitHub repository RDEL-Group/compound-knowledge-work (9 stars, last pushed 1mo ago), licensed MIT. It adds 99 tokens to every session and 1,079 once invoked, about $0.0005 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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