grounded-research-benchmark SKILL.md skillA
grounded-research-benchmark from vodailocz/kilo-kit-mcp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vodailocz/kilo-kit-mcp/grounded-research-benchmark@git:20260902.e1544f2Pins git:20260902.e1544f2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vodailocz/kilo-kit-mcp
- Path
skills/grounded-research-benchmark/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260902.e1544f2, committed Sep 2, 2026
- Size
- 4,367 bytes
- Repository stars
- 27
- License
- Apache-2.0
Perform triangulated cognitive research combining SQLite memory, GitHub 10k+ stars patterns, and ToT DAG benchmarking before critical architectural decisions. Automatically triggers subagent research escalation when confidence is low (<0.70). Keywords: research, benchmark, github, memory, triangulation, grounding, best-practices, escalation.
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
# Grounded Research & Cognitive Benchmark Skill
## 1. Overview & Philosophy
Khi đối mặt với một bài toán kiến trúc mới, công nghệ lạ, hoặc khi độ tin cậy thấp, Agent **KHÔNG ĐƯỢC PHÉP ĐOÁN MÒ (Zero Guesswork / Zero Hallucination)**.
Skill này quy chuẩn hóa quy trình **Cognitive Triangulation**:
$$\text{Kiến Trúc Tối Ưu} = \mathcal{F}(\text{Kinh Nghiệm Nội Bộ SQLite},\ \text{Mẫu Chuẩn GitHub 10k+},\ \text{Ràng Buộc Thực Tế Của Dự Án})$$
---
## 2. Trigger Conditions
Kích hoạt skill này khi:
1. Thiết kế hoặc thay đổi kiến trúc quan trọng (Database schema, State Machine, Caching, IPC, Subagents).
2. Tác vụ có độ bất định cao (Confidence Score < 0.70).
3. Đã thử sửa lỗi 2 lần liên tiếp (`failureStreak >= 2`) nhưng test vẫn thất bại.
4. Tích hợp thư viện mới chưa có trong codebase hiện tại.
---
## 3. Mandatory 5-Phase Execution Protocol
### Phase 1: Internal Memory Recall (Đọc SQLite không tràn context)
1. Gọi `kilo_memory_report` hoặc đọc các gợi ý tại Gate 1 để lấy danh sách:
- Các `memory_facts` đang có hiệu lực.
- Các bài học kinh nghiệm (`learning_reflections`) của các session trước.
2. Trích xuất các cạm bẫy đã được ghi nhận (`wrongPathsEncountered`) để không lặp lại.
…Read the whole file at its exact version.
How to install
mdr add vodailocz/kilo-kit-mcp/grounded-research-benchmark@sha256:7969e6919fd5b9bcThe line at the top of this page pins the label git:20260902.e1544f2, 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_wnwuu7vqxeo2zn5p)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 2, 2026.
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 (4367 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
vodailocz/kilo-kit-mcp · 27 stars · license Apache-2.0 · pushed 2026-10-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wnwuu7vqxeo2zn5p GET https://markdownregistry.com/api/v1/resolve?ref=vodailocz/kilo-kit-mcp/grounded-research-benchmark GET https://markdownregistry.com/api/v1/blob/7969e6919fd5b9bc6f521e53cef379e7c3557ff9007e2e5843f8f314f2c919e7
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.