predictive-cache-manager SKILL.md skillA
predictive-cache-manager from stijnman/grok-custom-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add stijnman/grok-custom-skills/predictive-cache-manager@v1.2.0Pins v1.2.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- stijnman/grok-custom-skills
- Path
.grok/skills/predictive-cache-manager/SKILL.md- Versions recorded
- 2
- Latest version
- v1.2.0, committed Aug 14, 2026
- First version recorded
- Jun 24, 2026
- Size
- 1,323 bytes
- Repository stars
- 14
- License
- MIT
Caches frequent tool results and prefetches likely next requests. Use for: cache results, prefetch, reuse cache, avoid repeat fetch.
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
# Predictive Cache Manager ## When to Use - User says **cache results** or task matches this capability - User says **prefetch** or task matches this capability - User says **reuse cache** or task matches this capability - User says **avoid repeat fetch** or task matches this capability ## Workflow 1. Identify repeat queries from session history. 2. Cache with TTL based on data freshness needs. 3. Invalidate on write operations to same resource. 4. Prefetch only high-confidence next steps. ## Integrations - `performance-optimizer` - `mega-context-manager` ## Error Handling | Failure | Response | |---------|----------| | Stale cache served | Shorten TTL; add freshness check. | ## Gotchas - Never cache auth tokens or PII. ## Example **Input:** User request matching triggers above. **Output:** Structured result per workflow with integrations invoked as needed.
Read the whole file at its exact version.
How to install
mdr add stijnman/grok-custom-skills/predictive-cache-manager@sha256:1010283d1f2d2c24The line at the top of this page pins the label v1.2.0, 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_3zxcatlg3a55dbxd)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jun 24, 2026 and Aug 14, 2026, about one every 51 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.2.0 latest | 2026-08-14 | abe185a | 1,323 B | A | view · diff |
| v1.1.0 | 2026-06-24 | 5c9866b | 1,443 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 (1323 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
stijnman/grok-custom-skills · 14 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3zxcatlg3a55dbxd GET https://markdownregistry.com/api/v1/resolve?ref=stijnman/grok-custom-skills/predictive-cache-manager GET https://markdownregistry.com/api/v1/blob/1010283d1f2d2c24a639a4b8af42c8e82668a29938a0d8a0cf4ff942eaff9fa2
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.