aide-cloud-economy SKILL.md skillC
aide-cloud-economy 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-cloud-economy@git:20260823.df7cbdePins git:20260823.df7cbde 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-cloud-economy/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260823.df7cbde, committed Aug 23, 2026
- Size
- 9,859 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
# C — Cloud Economy (distilled intent, tiered execution, budget governor, provider efficiency) Phase skill for the C-series. Master router: aide-master-roadmap. Governs EVERY interaction with paid cloud tokens. Core principle (collaborator directive): **the cloud model receives distilled intent, never raw conversation** — the harness does filtering/compression/routing so the user pays for cognition, not context overhead. Position in roadmap: sits on top of H2 (provider registry) and R (resilience ladder); feeds I (orchestrator metrics). Depends on: H2 key/config store, R capability state + escalation ladder, X2 Veritas gates, V1 egress log, A2 index (for relevant-context slicing). Research base (2026): FrugalGPT (arxiv 2305.05176 — LLM cascade: cheap model first, scorer judges reliability, escalate only when unreliable; up to 98% cost reduction matching GPT-4; load-bearing component = the judge). RouteLLM (arxiv 2406.18665 — router decides BEFORE generation; MF router cuts cost ~85% keeping 95% of strong-model quality; calibrate threshold on OWN traffic). Cascade-vs-router doctrine (2026): cascades win when output is CHEAPLY VERIFIABLE (code parses/typechecks/tests pass —… …
Read the whole file at its exact version.
How to install
mdr add anonymousnomad/aide-sovereign-workbench/aide-cloud-economy@sha256:91892d9d6c7a1979The 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_el5g7wtuk6snes6c)
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: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9859 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_el5g7wtuk6snes6c GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-cloud-economy GET https://markdownregistry.com/api/v1/blob/91892d9d6c7a19793bb68c249a0270e2c67d493b58c4c849b1dab4972aa4078f
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.