thinking-budget-orchestrator SKILL.md skillA
thinking-budget-orchestrator 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/thinking-budget-orchestrator@v4.3.0Pins v4.3.0 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/thinking-budget-orchestrator/SKILL.md- Versions recorded
- 3
- Latest version
- v4.3.0, committed Oct 17, 2026
- First version recorded
- Oct 16, 2026
- Size
- 7,457 bytes
- Repository stars
- 122
- License
- MIT
Expert guide for dynamic thinking budget allocation, test-time reasoning scaling (Gemini 4 Pro, Claude 3.7/5.1 Extended Thinking, OpenAI o3/o4-mini), and task complexity heuristics / Panduan ahli alokasi budget penalaran dinamis dan penskalaan reasoning test-time.
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
# thinking-budget-orchestrator — vibes-plug Skill [English](#english) | [Bahasa Indonesia](#bahasa-indonesia) --- <a name="english"></a> ## English ### Orchestration & Integration Connects and orchestrates with `test-time-compute-optimizer`, `adaptive-model-cascade`, `frontier-ai-models-expert`, `gemini-agent-booster`, `llm-finops-router`, `multi-agent-orchestration`, and `zero-to-prod-orchestrator` to enforce optimal cognitive budget allocation across AI tasks. ### Description Production architecture for dynamically allocating and controlling reasoning thinking tokens (Extended Thinking / Test-Time Compute) across frontier LLMs (Gemini 4 Pro/Flash, Claude 3.7/5.1 Sonnet/Opus, OpenAI o3/o4-mini). Instead of static uniform token limits that either starve complex mathematical verifications or waste massive token budgets on simple queries, this skill evaluates structural task signals (AST blast radius, security boundaries, multi-agent topologies) and applies calibrated reasoning envelopes: `speed` (1K tokens), `balanced` (8K tokens), `deep` (32K tokens), and `exhaustive` (64K tokens). ### Trigger Conditions Activate this skill when: …
Read the whole file at its exact version.
How to install
mdr add roedyrustam/vibes-plug/thinking-budget-orchestrator@sha256:82bf90102fa0fd61The line at the top of this page pins the label v4.3.0, 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_kimth72p27o5jnho)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Oct 16, 2026 and Oct 17, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v4.3.0 latest | 2026-10-17 | d89e8a5 | 7,457 B | A | view · diff |
| v4.3.0 | 2026-10-17 | ff9744e | 6,395 B | A | view · diff |
| v4.2.2 | 2026-10-16 | 22fec72 | 6,395 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 (7457 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_kimth72p27o5jnho GET https://markdownregistry.com/api/v1/resolve?ref=roedyrustam/vibes-plug/thinking-budget-orchestrator GET https://markdownregistry.com/api/v1/blob/82bf90102fa0fd61708e9a5e2fc61eba2a527bf55d60e7628b8417bc1ee65075
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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