aide-frontier-model SKILL.md skillC
aide-frontier-model 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/aide-frontier-model@git:20260826.8da8b03Pins git:20260826.8da8b03 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anonymousnomad/aide-sovereign-workbench
- Path
skills/packs/aide-frontier-model/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260826.8da8b03, committed Aug 26, 2026
- First version recorded
- Aug 23, 2026
- Size
- 8,897 bytes
- Repository stars
- 53
- License
- Apache-2.0
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
# Skill: aide-frontier-model # AIDE Frontier Model — custom/merged model → working GGUF → fine-tune for AIDE workflow ## Mission Take a custom or merged model (e.g., Kira-14e: Kimi K2.6 × DeepSeek V3.1 MoE merge, 6.66B total / ~1.3B active) and turn it into the frontier model embedded in the AIDE workbench: converted properly, fine-tuned on the AIDE workflow, served offline via llama.cpp at usable speed on GTX 1060 6GB. ## THE THREE LAWS (learned 2026-08-23, measured) ### Law 1 — NEVER hand-roll GGUF exports. The original kira-14e-q4_k.gguf was written by a custom export script mapping tensors to DEEPSEEK2 metadata by hand. Result: token-id chaos (`[UNK_BYTE_0x20 ...]` soup), model unusable. The OFFICIAL `convert_hf_to_gguf.py` from the llama.cpp repo matched the server build commit EXACTLY and dispatched DeepseekV3ForCausalLM natively (verified live: 295 tensors indexed, 13 shards). - Why: llama.cpp's converter owns arch dispatch (deepseek2 family incl. V3/V32/V4), vocab/tokenizer mapping, MLA tensor shapes. Hand-rolling re-implements a moving target. - Rule: `convert_hf_to_gguf.py --outfile X.gguf --outtype f16`, then `llama-quantize` …
Read the whole file at its exact version.
How to install
mdr add anonymousnomad/aide-sovereign-workbench/aide-frontier-model@sha256:2b47a92086288b3cThe line at the top of this page pins the label git:20260826.8da8b03, 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_oit2ch4bkzzetxze)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 23, 2026 and Aug 26, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260826.8da8b03 latest | 2026-08-26 | 8da8b03 | 8,897 B | C | view · diff |
| git:20260823.df7cbde | 2026-08-23 | df7cbde | 7,687 B | C | view |
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8897 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
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_oit2ch4bkzzetxze GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-frontier-model GET https://markdownregistry.com/api/v1/blob/2b47a92086288b3c1c580ceb113063241ecc5e6f34159f5dfac9c6ede349fa96
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.