agentica-prompts SKILL.md skillA
agentica-prompts from vibeeval/vibecosystem is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vibeeval/vibecosystem/agentica-prompts@git:20260314.f0071a0Pins git:20260314.f0071a0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vibeeval/vibecosystem
- Path
skills/agentica-prompts/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260314.f0071a0, committed Mar 14, 2026
- Size
- 7,188 bytes
- Repository stars
- 539
- License
- MIT
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity.
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
# Agentica Prompt Engineering
Write prompts that Agentica agents reliably follow. Standard natural language prompts fail ~35% of the time due to LLM instruction ambiguity.
## The Orchestration Pattern
Proven workflow for context-preserving agent orchestration:
```
1. RESEARCH (Nia) → Output to .claude/cache/agents/research/
↓
2. PLAN (RP-CLI) → Reads research, outputs .claude/cache/agents/plan/
↓
3. VALIDATE → Checks plan against best practices
↓
4. IMPLEMENT (TDD) → Failing tests first, then pass
↓
5. REVIEW (Jury) → Compare impl vs plan vs research
↓
6. DEBUG (if needed) → Research via Nia, don't assume
```
**Key:** Use Task (not TaskOutput) + directory handoff = clean context
## Agent System Prompt Template
Inject this into each agent's system prompt for rich context understanding:
```
## AGENT IDENTITY
You are {AGENT_ROLE} in a multi-agent orchestration system.
Your output will be consumed by: {DOWNSTREAM_AGENT}
Your input comes from: {UPSTREAM_AGENT}
## SYSTEM ARCHITECTURE
You are part of the Agentica orchestration framework:
- Memory Service: remember(key, value), recall(query), store_fact(content)
…Read the whole file at its exact version.
How to install
mdr add vibeeval/vibecosystem/agentica-prompts@sha256:87708e4f3e130eb8The line at the top of this page pins the label git:20260314.f0071a0, 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_xo37mhhnurcj4lri)
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Versions
The registry has recorded 1 version of this file, committed on Mar 14, 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 (7188 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
vibeeval/vibecosystem · 539 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xo37mhhnurcj4lri GET https://markdownregistry.com/api/v1/resolve?ref=vibeeval/vibecosystem/agentica-prompts GET https://markdownregistry.com/api/v1/blob/87708e4f3e130eb8b40b4a853075ad36259ef88139d04da4cf1932a0500e818f
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.