aide-phase1-model-runtime SKILL.md skillB
aide-phase1-model-runtime 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-phase1-model-runtime@git:20260823.df7cbdePins git:20260823.df7cbde in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anonymousnomad/aide-sovereign-workbench
- Path
skills/packs/aide-phase1-model-runtime/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260823.df7cbde, committed Aug 23, 2026
- Size
- 6,831 bytes
- Repository stars
- 53
- License
- Apache-2.0
Phase 1 SOP for the AIDE offline IDE — make the 3 bundled GGUF models serve text via llama-cpp-python OpenAI-compatible endpoints and wire the daemon chat API + frontend controls. Use whenever starting/verifying model servers, implementing /api/chat or /api/model/start, or debugging "model won't start / chat returns nothing" on this machine.
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
# Phase 1 — Model Runtime SOP Goal: `python -m llama_cpp.server` serving the 3 GGUF models on 127.0.0.1, verified via `/v1/models`, consumed by the daemon at 4777 and the UI at 4173. ## The model contract (manifest.json is truth) | Model ID | File | Port | n_ctx | Lane | |---|---|---|---|---| | qwen-coder-1.5b-q4 | qwen2.5-coder-1.5b-instruct-q4_k_m.gguf | 8087 | 4096 | build | | smollm2-360m-q8 | smollm2-360m-instruct-q8_0.gguf | 8082 | 2048 | research | | qwen-coder-0.5b-q4 | qwen2.5-coder-0.5b-instruct-q4_k_m.gguf | 8083 | 4096 | fast | Files at `E:\aide-sovereign-workbench\models\`. **GTX 1060 6GB: `-n_gpu_layers 0` (CPU inference only).** ## This machine's Python reality (verified 2026-08-13) - `python` on PATH is the Microsoft Store stub (fails). `pip` resolves to `E:\python_packages` (python 3.13). `py -0p` lists: 3.13 Store (`WindowsApps\PythonSoftwareFoundation.Python.3.13_...`), 3.11 (`C:\Python311` — python.exe MISSING), 3.10 (`E:\Python310` — works, lacks jinja2). - llama-cpp-python 0.3.34 exists at `E:\python_packages`, but import FAILED on 3.13 (`DLL load failed ... _multiarray_umath` = missing VC++ redistributable) and on 3.10 (`No module named jinja2.ext`). …
Read the whole file at its exact version.
How to install
mdr add anonymousnomad/aide-sovereign-workbench/aide-phase1-model-runtime@sha256:d498942b23f2284bThe 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_sghsubl2huqvznm6)
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
- fail: No link to a raw IP address (matched: http://127.0.0.1)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6831 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 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_sghsubl2huqvznm6 GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-phase1-model-runtime GET https://markdownregistry.com/api/v1/blob/d498942b23f2284b04944b6d8616179d005169cfa6308a8370c6ac1610b565a0
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.