data-ingestion SKILL.md skillA
data-ingestion from dreadnode/capabilities is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add dreadnode/capabilities/data-ingestion@git:20260504.2a64374Pins git:20260504.2a64374 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- dreadnode/capabilities
- Path
capabilities/bloodhound-enterprise/skills/data-ingestion/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260504.2a64374, committed May 4, 2026
- Size
- 4,966 bytes
- Repository stars
- 22
- License
- MIT
Push SharpHound / AzureHound collection data into a BloodHound Enterprise deployment, monitor the ingest pipeline, and confirm the graph is updated. Use when the caller has fresh collection output to load, when the deployment's posture data is stale, or when the caller asks "ingest these files", "upload SharpHound output", "push collection data".
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Data ingestion BHE's analysis is downstream of its data. Stale or partial data produces stale or partial findings. The ingest path turns SharpHound zips and AzureHound JSON into graph state — and it has predictable failure modes (file format mismatches, partial uploads, processing backlog) that this skill walks the agent through avoiding. ## Preconditions - `bhe-bootstrap` has run. - Collection files are reachable from the runtime (a path on disk, not a URL). ## Workflow ### 1. Validate the collection files For each file: - Confirm it's a regular file the runtime can read. - Confirm the extension matches an accepted type — call `accepted_upload_types` once at the start and use the result as ground truth (BHE evolves the list). Common shapes: - `<computer>_BloodHound.zip` — SharpHound bundle. - `<computer>_<timestamp>.json` — AzureHound output. Reject obvious non-collection files (text reports, source archives) before opening a job. The API will reject them too, but the failure is more annoying than the rejection. ### 2. Open a job …
Read the whole file at its exact version.
How to install
mdr add dreadnode/capabilities/data-ingestion@sha256:8eeb1cd07de54997The line at the top of this page pins the label git:20260504.2a64374, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_f7mtfi3bbflfzxra)
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Versions
The registry has recorded 1 version of this file, committed on May 4, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4966 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
dreadnode/capabilities · 22 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_f7mtfi3bbflfzxra GET https://markdownregistry.com/api/v1/resolve?ref=dreadnode/capabilities/data-ingestion GET https://markdownregistry.com/api/v1/blob/8eeb1cd07de54997d2bc2e197f6d0660f26463f20e475805f7a3ffeeafd9cba7
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.