cache_efficiency_snapshot SKILL.md skillA
cache_efficiency_snapshot from razzant/ouroboroshub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add razzant/ouroboroshub/cache_efficiency_snapshot@v0.6.1Pins v0.6.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- razzant/ouroboroshub
- Path
skills/cache_efficiency_snapshot/SKILL.md- Versions recorded
- 5
- Latest version
- v0.6.1, committed Oct 22, 2026
- First version recorded
- Sep 15, 2026
- Size
- 6,709 bytes
- Repository stars
- 10
- License
- none declared
Interactive cache observability dashboard over the event log with token-weighted read rates, separate request and session counts, measurement coverage, code-version marks, and Canvas charts.
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
# Cache Efficiency Snapshot ## Host appearance This module opts into the host-resolved Light/Dark theme through the optional `OuroborosWidget.onTheme` bridge. Older hosts keep the existing dark palette. Theme changes update presentation in place and disposal unsubscribes the listener. A read-only dashboard over Ouroboros's own event log: `logs/events.jsonl` and its rotated `archive/events_*.jsonl` files. Per-call `llm_usage` events are requests. An `llm_usage` event carrying a Claudexor run receipt is one whole harness session. The core also writes a `delegate_run_ledger_recorded` event for every session it records; a session met only there counts with its route and time and unknown tokens. `worker_boot` events show when new code started. It reports input tokens and cache reads with explicit measurement coverage. It makes no model calls and changes no runtime state or task-card accounting. From Ouroboros 7.7.0 the usage ledger lives in the core's SQLite store (`state/usage.sqlite`). The store keeps ordinary readers off its attempts table, and its journal holds writers back while a reader is inside a query, so the …
Read the whole file at its exact version.
How to install
mdr add razzant/ouroboroshub/cache_efficiency_snapshot@sha256:e5153f16ed06b57bThe line at the top of this page pins the label v0.6.1, 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_wvdpaiisjp2hlbzp)
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Versions
The registry has recorded 5 versions of this file, between Sep 15, 2026 and Oct 22, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.6.1 latest | 2026-10-22 | f5b5b89 | 6,709 B | A | view · diff |
| v0.6.0 | 2026-10-21 | f756c24 | 6,127 B | A | view · diff |
| v0.5.1 | 2026-09-20 | abadcd9 | 4,903 B | A | view · diff |
| v0.5.0 | 2026-09-20 | 0dcfede | 4,903 B | A | view · diff |
| v0.5.0 | 2026-09-15 | d14e5ce | 4,475 B | A | view |
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 (6709 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
razzant/ouroboroshub · 10 stars · license none declared · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wvdpaiisjp2hlbzp GET https://markdownregistry.com/api/v1/resolve?ref=razzant/ouroboroshub/cache_efficiency_snapshot GET https://markdownregistry.com/api/v1/blob/e5153f16ed06b57bad06b87058b15ffa8248934c63a62d1d13e813439ce4c006
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.