Research Ingest
SkillDocs & knowledgeIngest a CVE writeup, blog post, advisory, or GitHub repo into the wiki - fetch, dedup via sources:, update the right technique/tool page(s), re-index. Generic knowledge only; never client data.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Research Ingest skill
What this skill tells your AI
The instructions your AI receives, as published by encod3d-sec/torch in skills/workflow/research-ingest/SKILL.md and read by ahel’s review.
Turn an external source (URL or raw/research/ file) into durable wiki knowledge. Synthesise into existing technique/tool pages; do NOT create one page per source. Full workflow: docs/workflows.md (Research ingest / Git repo ingest).
Procedure
-
Fetch the source.
- URL:
defuddle parse <url> --mdfor clean markdown (install:npm i -g defuddle); fall back to theWebFetchtool. - Local: read the file under
raw/research/. GitHub repo: clone via WSL only (wsl -d kali-linux -u kali -- git clone <url> /home/kali/<name>), then read source/README.
- URL:
-
Find the home page.
qmd_query "<technique/CVE class>"via wiki-search MCP -> identify the technique/tool page that should hold this. One class = one page. -
Dedup (skip rule). Read only the target page's frontmatter. If the ingest slug is already in
sources:, STOP - already ingested. Otherwise continue. -
Synthesise the new payload / bypass / CVE chain / detail into the page's existing sections (Methodology, Key payloads, Bypasses and variants). Add concrete commands in code blocks. Reconstruct any image into a code block - never embed images. No em-dashes.
-
Tool page if a new standalone tool appears: create/update
wiki/tools/<tool>.md. -
Record the source. Add the slug to the page's
sources:list; bumpdate_updated. Register URL/path + slug inraw/manifest.md. -
Re-index + log.
python3 scripts/gen_index.py(catalog) and, after a bulk session,qmd update(search index). Append a one-line entry tosession/log.md. Runpython3 scripts/lint-wiki.py -q- must be clean.
Guardrails
- Generic only. Wiki holds reusable methodology; client/engagement specifics stay in
targets/<eng>/. Reusable default creds ->wiki/cheatsheets/default-credentials.md; reusable request patterns ->api-request-findings.md. - Prefer enriching an existing page over creating a new one. New page only for a genuinely new technique/tool class.
Report: page(s) updated + slug added + lint status.
Signals
- GitHub stars
- 322
- Forks
- 44
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
research-ingest- Source
- github.com/encod3d-sec/torch