startcycle Cursor ruleA
startcycle from hybridlabor-api/bdb-dev-optimized-agent-skills is a Cursor rule: instructions the Cursor agent follows in that repo.
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/.cursor/rules/startcycle.mdc@git:20260827.92dbe37Pins git:20260827.92dbe37 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- Cursor rule
- Repository
- hybridlabor-api/bdb-dev-optimized-agent-skills
- Path
.cursor/rules/startcycle.mdc- Versions recorded
- 3
- Latest version
- git:20260827.92dbe37, committed Aug 27, 2026
- First version recorded
- Aug 18, 2026
- Size
- 6,191 bytes
- Repository stars
- 6
- License
- Apache-2.0
Autonomous Multi-Agent Development Pipeline (/startcycle).
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
# Autonomous Development Cycle Workflow (/startcycle)
This workflow defines the zero-prompting, multi-agent execution pipeline triggered after a `/bdbrainstorm` or `/grill-me` session.
---
## Process Architecture
```
┌──────────────────────────────────────────────┐
│ 1. BRAINSTORM & SPECIFICATION │
│ (/bdbrainstorm / /grill-me) │
└──────────────────────┬───────────────────────┘
│
▼
┌──────────────────────────────────────────────┐
│ 2. AUTONOMOUS CYCLE (/startcycle) │
│ • Task Decomposition & Architecture │
│ • Parallel Frontend/Backend/Media Streams │
│ • Verification & Quality Gate │
└──────────────────────┬───────────────────────┘
│
┌────────────────┴────────────────┐
▼ ▼
…Read the whole file at its exact version.
How to install
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/.cursor/rules/startcycle.mdc@sha256:eda14c0007e30948The line at the top of this page pins the label git:20260827.92dbe37, 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_rpblyxswmnz277nz)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 18, 2026 and Aug 27, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260827.92dbe37 latest | 2026-08-27 | 92dbe37 | 6,191 B | A | view · diff |
| git:20260827.98bd148 | 2026-08-27 | 98bd148 | 6,088 B | A | view · diff |
| git:20260818.1f309e8 | 2026-08-18 | 1f309e8 | 5,554 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (6191 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
hybridlabor-api/bdb-dev-optimized-agent-skills · 6 stars · license Apache-2.0 · pushed 2026-10-15 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rpblyxswmnz277nz GET https://markdownregistry.com/api/v1/resolve?ref=hybridlabor-api/bdb-dev-optimized-agent-skills/.cursor/rules/startcycle.mdc GET https://markdownregistry.com/api/v1/blob/eda14c0007e3094842032f5fc77a138e1f53fae517ae3571a1d13fd0fea3ebc3
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: Cursor rules vs AGENTS.md · which agent file does what.
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