genai-tk SKILL.md skillA
genai-tk from svngoku/coding-agents-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add svngoku/coding-agents-skills/genai-tk@git:20261013.09dd77bPins git:20261013.09dd77b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- svngoku/coding-agents-skills
- Path
skills/genai-tk/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261013.09dd77b, committed Oct 13, 2026
- First version recorded
- Oct 13, 2026
- Size
- 11,870 bytes
- Repository stars
- 12
- License
- MIT
Build GenAI and agentic apps with genai-tk (tclatos/genai-tk), a YAML-driven IoC toolkit over LangChain, DeepAgents, DeerFlow, and Prefect. Use this skill whenever the user mentions genai-tk, genai_tk, `cli init`, `cli agents run`, `LangchainAgent`, `create_harness`, `get_llm`, `global_config()`, `model_id@provider`, `agents:`/`agent_defaults:` profiles, `RetrieverFactory`, `cli workflow`, or BAML extraction. Also trigger for app_conf.yaml, GENAITK_PROFILE, CodeAct, OpenSandbox, decision…
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
# genai-tk — GenAI & Agentic Toolkit [genai-tk](https://github.com/tclatos/genai-tk) is a Python 3.12+ toolkit where **YAML config drives everything**: LLM providers, agent profiles, retrievers, workflows, and CLI commands are declared in `config/*.yaml` and resolved at runtime through an Inversion-of-Control registry (`ImportResolver`). You extend it by adding YAML entries that point at dotted Python paths, not by editing the library. ```text config/app_conf.yaml ─► global_config() ─► ImportResolver ─► factories / harness ─► LangChain objects ``` > Verified against upstream commit `7fbd7a3` (2026-10-12). The toolkit moves fast and **several upstream docs lag > the code** (see "Upstream doc drift" below). When docs and code disagree, trust the code. ## Quick Reference | Topic | Reference | |-------|-----------| | Install, extras, `cli init`, full CLI command tree, `CliTopCommand`, `cli skills`, house conventions | [cli-and-init.md](references/cli-and-init.md) | | `app_conf.yaml`, `:merge`, `:profiles`, `GENAITK_PROFILE`, typed config access, IoC | [configuration.md](references/configuration.md) | …
Read the whole file at its exact version.
How to install
mdr add svngoku/coding-agents-skills/genai-tk@sha256:5ebe6c1ab3c2f5a0The line at the top of this page pins the label git:20261013.09dd77b, 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_qei6kw7q3fhsgt26)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Oct 13, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261013.09dd77b latest | 2026-10-13 | 09dd77b | 11,870 B | A | view · diff |
| git:20261013.980e7e1 | 2026-10-13 | 980e7e1 | 17,135 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 (11870 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
svngoku/coding-agents-skills · 12 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qei6kw7q3fhsgt26 GET https://markdownregistry.com/api/v1/resolve?ref=svngoku/coding-agents-skills/genai-tk GET https://markdownregistry.com/api/v1/blob/5ebe6c1ab3c2f5a0a88445c57556e4127b06b30540319e5a2b844152bdde8518
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.