genkit SKILL.md skillA

genkit from akillness/jeo-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add akillness/jeo-skills/genkit@v2.1

Pins v2.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
akillness/jeo-skills
Path
.agent-skills/genkit/SKILL.md
Versions recorded
5
Latest version
v2.1, committed Jul 29, 2026
First version recorded
Feb 18, 2026
Size
11,179 bytes
Repository stars
52
License
none declared

Route Firebase AI feature work into either direct app/client Firebase AI Logic SDK integration or a server-owned Genkit workflow. Use when a web, mobile, backend, or full-stack feature needs model calls, typed outputs, reusable flows, tools, retrieval, prompt files, evals, observability, or deployment. Choose client-ai-logic, flow-foundation, tool-and-agent, retrieval-and-prompt, evaluation-and-observability, deployment-runtime, or comparison-or-fallback; route Firebase platform/operator work…

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

# Genkit

Use this skill when the main question is **"should this Firebase AI feature be a direct client SDK integration or a reusable server-owned Genkit workflow?"**

The job is not to dump a long Genkit tutorial, CLI catalog, or Firebase product tour.
Frame the current packet, choose one ownership boundary and operating mode, then keep
Firebase platform operations and broad framework comparisons routed to adjacent skills.

Read [references/intake-packets-and-fallbacks.md](references/intake-packets-and-fallbacks.md) before handling mixed or ambiguous requests.
Read [references/modes-and-routing.md](references/modes-and-routing.md) before choosing a primary mode.
Read [references/deployment-and-runtime-boundaries.md](references/deployment-and-runtime-boundaries.md) when runtime choice is the real open question.
Read [references/evals-and-observability.md](references/evals-and-observability.md) when the workflow already exists and confidence is the bottleneck.

## When to use this skill
- A mobile or web app needs direct **Firebase AI Logic client SDK** integration, including model setup, structured output, streaming, App Check, or safe client/server boundaries
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add akillness/jeo-skills/genkit@sha256:8b96cb89a843fe5b

The line at the top of this page pins the label v2.1, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_mvx2xdtkhduytvak.svg)](https://markdownregistry.com/a/art_mvx2xdtkhduytvak)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Feb 18, 2026 and Jul 29, 2026, about one every 40 days. Its first recorded version is graded B and its latest A.

versioncommittedcommitsizeaudit
v2.1 latest2026-07-29 80e6abc 11,179 BA view · diff
v2.12026-04-18 48421c7 11,610 BA view · diff
v2.02026-04-15 58bac57 14,023 BA view · diff
v1.0.02026-03-06 b04d94a 17,431 BB view · diff
v1.0.02026-02-18 471892c 17,418 BB view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11179 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

GitHub

akillness/jeo-skills · 52 stars · license none declared · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mvx2xdtkhduytvak
GET https://markdownregistry.com/api/v1/resolve?ref=akillness/jeo-skills/genkit
GET https://markdownregistry.com/api/v1/blob/8b96cb89a843fe5b17932f47a0f9cf905533de92b55fcdfec71f0b6ae608d622

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.

More from akillness/jeo-skills

a2a-protocol SKILL.md skill
akillness/jeo-skills · .agent-skills/a2a-protocol/SKILL.md · Agent-to-Agent horizontal messaging — Linux Foundation AAIF 2026 standard. Use when multiple agents across…
git:20260920.2a2b733 · audit A · 52 stars
ab-test-analysis SKILL.md skill
akillness/jeo-skills · .agent-skills/ab-test-analysis/SKILL.md · Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and…
git:20260919.9f2a908 · audit A · 52 stars
academic-research SKILL.md skill
akillness/jeo-skills · .agent-skills/academic-research/SKILL.md · Full academic research pipeline from discovery to publication — 4 reference pipelines, 27 modes, 39-agent ensemble…
v1.0.0 · audit A · 52 stars
agent-beacon SKILL.md skill
akillness/jeo-skills · .agent-skills/agent-beacon/SKILL.md · Operate Asymptote-Labs/agent-beacon, the cross-harness coding-agent session history and self-improving memory layer…
v1.0.0 · audit A · 52 stars
agent-benchmarking SKILL.md skill
akillness/jeo-skills · .agent-skills/agent-benchmarking/SKILL.md · Map agent capabilities to standard benchmarks (SWE-bench, WebArena, OSWorld, GAIA, TauBench) plus custom regression…
git:20260919.9f2a908 · audit A · 52 stars
agent-guardrails SKILL.md skill
akillness/jeo-skills · .agent-skills/agent-guardrails/SKILL.md · Layered agent safety — prompt-injection defense, data exfiltration prevention, tool-misuse blocking via NeMo Guardrails…
git:20260919.9f2a908 · audit B · 52 stars
agent-manager SKILL.md skill
akillness/jeo-skills · .agent-skills/agent-manager/SKILL.md · tmux + Python agent lifecycle manager — start, stop, monitor, and assign tasks to AI agents running in tmux sessions…
v1.0 · audit A · 52 stars
agent-memory-architecture SKILL.md skill
akillness/jeo-skills · .agent-skills/agent-memory-architecture/SKILL.md · Design tiered agent memory — core / recall / archival — with backend selection (mem0, Letta, Zep/Graphiti, LangMem) and…
git:20260919.9f2a908 · audit A · 52 stars
agent-observability SKILL.md skill
akillness/jeo-skills · .agent-skills/agent-observability/SKILL.md · Instrument LLM agents with traces, metrics, and replay. Use when an agent in production is silently failing…
git:20260919.9f2a908 · audit A · 52 stars
agent-principles SKILL.md skill
akillness/jeo-skills · .agent-skills/agent-principles/SKILL.md · Core principles for collaborative development with AI agents. Defines divide-and-conquer, context management…
v2.0.0 · audit A · 52 stars
agent-pulse SKILL.md skill
akillness/jeo-skills · .agent-skills/agent-pulse/SKILL.md · Operate and extend barretlee/agent-pulse, the evidence-backed AI industry intelligence system: inspect source catalog…
v1.0 · audit A · 52 stars
agent-reach SKILL.md skill
akillness/jeo-skills · .agent-skills/agent-reach/SKILL.md · Operate Panniantong/Agent-Reach, the MIT-licensed installer, doctor, and routing layer for platform-specific internet…
v1.0.0 · audit A · 52 stars

Every file in akillness/jeo-skills

Browse by kind, by grade A, or by owner.