speculative-multi-draft-synthesizer SKILL.md skillA
speculative-multi-draft-synthesizer from roedyrustam/vibes-plug is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add roedyrustam/vibes-plug/speculative-multi-draft-synthesizer@v4.7.0Pins v4.7.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- roedyrustam/vibes-plug
- Path
.cursor/skills/speculative-multi-draft-synthesizer/SKILL.md- Versions recorded
- 4
- Latest version
- v4.7.0, committed Nov 5, 2026
- First version recorded
- Oct 20, 2026
- Size
- 28,255 bytes
- Repository stars
- 122
- License
- MIT
Speculative multi-agent drafting and AST-aware code consensus / Penyusunan draf spekulatif multi-agen dan konsensus kode sadar-AST.
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
# Speculative Multi-Draft Synthesizer (2026 Sovereign Edition) [English](#english) | [Bahasa Indonesia](#bahasa-indonesia) --- <a name="english"></a> ## English ### Executive Directive & The Multi-Draft Paradigm (2026 Shift) Single-model code generation suffers from inherent cognitive blind spots: - **Algorithmic & Speed Optimizers** (e.g., Grok 4.7 High Fast / Grok 4.6 / Composer 2.5) produce sub-second hyper-efficient $O(N)$ logic and lightning AST passes but may overlook defensive telemetry. - **Rigor-Biased Drafters** (e.g., Claude Sonnet 5.5 High / Claude Fable 5.1) write airtight branded types and exhaustive invariant guards, but occasionally default to conservative data structures. - **Spec-Adherent Drafters** (e.g., GPT-5.6 Sol Medium / Claude Opus 5.5 / Gemini 4 Argon) produce strict schema compliance and clean API boundaries but may fail to leverage cutting-edge runtime optimizations. …
Read the whole file at its exact version.
How to install
mdr add roedyrustam/vibes-plug/speculative-multi-draft-synthesizer@sha256:0f464b08f3401ed6The line at the top of this page pins the label v4.7.0, 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_cyzkfo3ojuidhqna)
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Versions
The registry has recorded 4 versions of this file, between Oct 20, 2026 and Nov 5, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v4.7.0 latest | 2026-11-05 | 565d308 | 28,255 B | A | view · diff |
| v4.4.2 | 2026-10-21 | c60c6e2 | 10,125 B | A | view · diff |
| v4.4.1 | 2026-10-20 | 0df6770 | 11,098 B | A | view · diff |
| v4.3.0 | 2026-10-20 | 42a8f06 | 11,097 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 (28255 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
roedyrustam/vibes-plug · 122 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cyzkfo3ojuidhqna GET https://markdownregistry.com/api/v1/resolve?ref=roedyrustam/vibes-plug/speculative-multi-draft-synthesizer GET https://markdownregistry.com/api/v1/blob/0f464b08f3401ed6e5deebd424d59711fe12c35dcd2e4248fec46b47c053c703
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.
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