cross-synthesis-generation SKILL.md skillA
cross-synthesis-generation from anonymousnomad/aide-sovereign-workbench is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add anonymousnomad/aide-sovereign-workbench/cross-synthesis-generation@git:20260823.df7cbdePins git:20260823.df7cbde in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anonymousnomad/aide-sovereign-workbench
- Path
skills/packs/cross-synthesis-generation/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260823.df7cbde, committed Aug 23, 2026
- Size
- 9,616 bytes
- Repository stars
- 53
- License
- Apache-2.0
Generate training documents that teach cross-synthesis of human behavioral science (48 Laws of Power/Nature, Machiavelli, mentalism, emotions) with cybersecurity architecture and software engineering. Follows dual-mind-reasoning-traces + gold-training-docs format with explicit synthesis blocks. Use when building the cross-synthesis layer (10-20% of corpus) for the 150M web-builder model, creating guardrail-capable models that reason about human factors in technical systems, detect…
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
# Cross-Synthesis Data Generation — Human Systems + Cybersecurity + Engineering ## Research Foundations | Source | Principle | Applied As | |--------|-----------|------------| | human-systems-synthesis skill | **Explicit synthesis blocks** combining behavioral science + cybersecurity + engineering | Every cross-synthesis doc has: Spock induction → Sheldon cross-check → Synthesis | | comprehension-engineering | **Diversity-by-evolution, interleaving, contrastive structure** | Cross-synthesis docs evolve from seeds; interleaved with code/docs; contrastive pairs | | corpus-curation | **Cross-synthesis layer = 10-20% of ~1B corpus** | ~100-200M tokens of synthesis docs | | dual-mind-reasoning-traces | **Spock step-by-step + Sheldon adversarial + synthesis** | Trace format embedded in every synthesis doc | | web-human-systems-security | **Defensive human-factor, persuasion, cognitive-accessibility, cybersecurity** | Web/Shopify specs include security/persuasion/accessibility analysis | ## Cross-Synthesis Categories (10-20% of corpus budget) ### 1. Social Engineering Detection (Cybersecurity + Behavioral Science) …
Read the whole file at its exact version.
How to install
mdr add anonymousnomad/aide-sovereign-workbench/cross-synthesis-generation@sha256:7b4ca599f262cbd1The line at the top of this page pins the label git:20260823.df7cbde, 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_ngrajcib6b77iskx)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 23, 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 (9616 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
anonymousnomad/aide-sovereign-workbench · 53 stars · license Apache-2.0 · pushed 2026-10-26 · branch covert-production
API
GET https://markdownregistry.com/api/v1/artifacts/art_ngrajcib6b77iskx GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/cross-synthesis-generation GET https://markdownregistry.com/api/v1/blob/7b4ca599f262cbd1d588d28713727855174d63539477e66eefa36151d6a368f3
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.