gnn-cli SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
gnn-cli from activeinferenceinstitute/generalized_notation_notation is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add activeinferenceinstitute/generalized_notation_notation/gnn-cli@git:20260921.0332b6bPins git:20260921.0332b6b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- activeinferenceinstitute/generalized_notation_notation
- Path
src/gnn/cli/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260921.0332b6b, committed Sep 21, 2026
- First version recorded
- Sep 6, 2026
- Size
- 2,180 bytes
- Repository stars
- 33
- License
- a license file GitHub does not identify
GNN command-line interface dispatch and health checks. Use when invoking the `gnn` CLI, validating subcommand availability, or checking command-line access to pipeline modules.
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
# Core Skill: `cli_dispatch` **Function**: Unified command-line interface dispatching 15 subcommands to their respective GNN pipeline module APIs. ## Example Flow ```bash # Full pipeline execution gnn run --target-dir input/gnn_files --verbose # Validate a single GNN file gnn validate input/gnn_files/discrete/actinf_pomdp_agent.md --strict # Parse to JSON output gnn parse input/gnn_files/discrete/actinf_pomdp_agent.md --format json # Generate code for a specific framework gnn render input/gnn_files/discrete/actinf_pomdp_agent.md --framework pymdp # Check environment health gnn preflight gnn health ``` ## Programmatic Usage ```python from gnn.cli import main # The CLI entry point dispatches to module APIs # Each subcommand maps to a specific module function: # run → main.main() # validate → gnn.schema.validate_required_sections() # parse → gnn.schema.parse_state_space() # render → render.processor # health → render.health.check_renderers() # lsp → gnn.lsp.start_server() (canonical pygls server) with a cli.lsp pygls-free fallback ``` ## Features …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/gnn-cli@sha256:d1a781cf2549a9c3The line at the top of this page pins the label git:20260921.0332b6b, 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_mu4ty64nj53kwaku)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 6, 2026 and Sep 21, 2026, about one every 16 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260921.0332b6b latest | 2026-09-21 | 0332b6b | 2,180 B | A | view · diff |
| git:20260906.e62b9e9 | 2026-09-06 | e62b9e9 | 2,116 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 (2180 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
activeinferenceinstitute/generalized_notation_notation · 33 stars · license a license file GitHub does not identify · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mu4ty64nj53kwaku GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/gnn-cli GET https://markdownregistry.com/api/v1/blob/d1a781cf2549a9c381919a2af82b0ad4ad081df3dc736177ff160810d24fb606
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.
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