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@v4.2.0Pins v4.2.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- roedyrustam/vibes-plug
- Path
skills/speculative-multi-draft-synthesizer/SKILL.md- Versions recorded
- 2
- Latest version
- v4.2.0, committed Oct 3, 2026
- First version recorded
- Oct 3, 2026
- Size
- 11,097 bytes
- Repository stars
- 122
- License
- MIT
Expert guide for speculative multi-agent drafting, parallel hypothesis generation, AST-aware consensus arbitration, and multi-model code reconciliation / Panduan ahli penyusunan draf multi-agen spekulatif, generasi hipotesis paralel, arbitrase konsensus sadar-AST, dan rekonsiliasi kode multi-model.
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 — vibes-plug Skill [English](#english) | [Bahasa Indonesia](#bahasa-indonesia) --- <a name="english"></a> ## English ### Orchestration & Integration Connects and orchestrates with `brainstorming`, `zero-to-prod-orchestrator`, `multi-agent-orchestration`, `frontier-ai-models-expert`, `test-time-compute-optimizer`, and `living-codebase-ast-graph` to coordinate speculative multi-draft generation and frontier model consensus arbitration. ### Description Production guide for architecting speculative multi-draft code synthesis pipelines. Dispatches high-concurrency, fast-draft subagents (powered by Gemini Flash or lightweight models) to generate competing implementation hypotheses in parallel, then feeds these candidates into a frontier arbiter model (Gemini 4 Pro, Claude Opus 5.5, or GPT Astra 6). The arbiter performs semantic AST reconciliation, extracting optimal algorithms, error boundaries, and type safety into a single superior implementation. ### Trigger Conditions Activate this skill when: - Solving complex, ambiguous algorithmic challenges where multiple valid architectural approaches exist. …
Read the whole file at its exact version.
How to install
mdr add roedyrustam/vibes-plug/speculative-multi-draft-synthesizer@sha256:e061f59afd38322fThe line at the top of this page pins the label v4.2.0, 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_eq5qmwikxyneksvq)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Oct 3, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v4.2.0 latest | 2026-10-03 | d8cca2a | 11,097 B | A | view · diff |
| v4.1.0 | 2026-10-03 | 47606ed | 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 (11097 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_eq5qmwikxyneksvq GET https://markdownregistry.com/api/v1/resolve?ref=roedyrustam/vibes-plug/speculative-multi-draft-synthesizer GET https://markdownregistry.com/api/v1/blob/e061f59afd38322fe275a2c1c247228f22e6fbbcc13c653272b78122e597a761
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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