Skill reviews

Generate wiki docs + Mermaid diagrams for any codebase.

• References files that are not bundled: <link>, architecture.md, modules/<module>.md
• The response is described with custom markup (9 tags): a typed call is more reliable
• 5 referenced file(s) missing: <link>, architecture.md, modules/<module>.md

Fast BPE/WordPiece tokenization and custom vocab training.

• 11 top-level sections: this looks like several domains in one skill
• Does not say what the result is
• No condition that starts the skill

HuggingFace hf CLI: search/download/upload models, datasets.

• Does not say what the result is
• No condition that starts the skill

Versioned site deploys to GitHub/Cloudflare/Netlify Pages.

• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• The skill tells the model to perform an irreversible action with no human approval
• The response is described with custom markup (10 tags): a typed call is more reliable

Configure and troubleshoot Honcho memory for Hermes.

• 10 top-level sections: this looks like several domains in one skill
• The response is described with custom markup (6 tags): a typed call is more reliable
• Does not say what the result is

Debug Python: pdb REPL + debugpy remote (DAP).

• References files that are not bundled: scripts/run_tests.sh
• 12 top-level sections: this looks like several domains in one skill
• 1 referenced file(s) missing: scripts/run_tests.sh

Build integrated IS/BS/CF financial workbooks in Excel.

• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 12 top-level sections: this looks like several domains in one skill
• Does not say what the result is

Create meme PNGs from templates with Pillow text overlay.

• References files that are not bundled: scripts/.cache/
• 1 referenced file(s) missing: scripts/.cache/
• Does not say what the result is

Agent payments via Stripe Link — cards, SPT, approvals.

• The skill tells the model to perform an irreversible action with no human approval
• No condition that starts the skill
• 3 mutating operations with no state check

Clean training loops with built-in distributed support.

• Does not say what the result is
• No condition that starts the skill

Build comparable-company valuation workbooks in Excel.

• References files that are not bundled: examples/comps_example.xlsx
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 22 top-level sections: this looks like several domains in one skill

Provision Twilio numbers, SMS/MMS, and AI outbound calls.

• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 14 top-level sections: this looks like several domains in one skill
• Does not say what the result is

Speed up long-sequence transformer training and inference.

• Does not say what the result is
• No condition that starts the skill

Passive recon of subdomains, SSL certs, WHOIS, and DNS.

• Does not say what the result is
• No condition that starts the skill

Knowledge comics (知识漫画): educational, biography, tutorial.

• References files that are not bundled: references/art-styles/<style>.md, references/tones/<tone>.md, references/presets/<preset>.md
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• The response is described with custom markup (6 tags): a typed call is more reliable

Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).

• Does not say what the result is
• Does not say what the process needs to start

Frontend design guidance, upstream-maintained (impeccable).

• Prose only: no discrete steps
• Does not say what the result is

High-throughput LLM inference on NVIDIA GPUs.

• Does not say what the result is
• No condition that starts the skill

Build leveraged buyout workbooks with IRR/MOIC in Excel.

• References files that are not bundled: examples/LBO_Model.xlsx
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 11 top-level sections: this looks like several domains in one skill

On-demand GPU cloud instances for ML training.

• 17 top-level sections: this looks like several domains in one skill
• Does not say what the result is
• No condition that starts the skill

Shop catalog search, checkout, order tracking, returns.

• References files that are not bundled: url
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 12 top-level sections: this looks like several domains in one skill

Infographics: 21 layouts x 21 styles (信息图, 可视化).

• References files that are not bundled: references/layouts/<layout>.md, references/styles/<style>.md
• 11 top-level sections: this looks like several domains in one skill
• The response is described with custom markup (8 tags): a typed call is more reliable

Run PyTorch training across GPUs with minimal changes.

• Does not say what the result is
• No condition that starts the skill

Pretrain LLMs at scale with PyTorch 4D parallelism.

• Does not say what the result is
• No condition that starts the skill

Poll RSS, JSON APIs, and GitHub with watermark dedup.

• The skill tells the model to perform an irreversible action with no human approval
• The response is described with custom markup (5 tags): a typed call is more reliable
• No condition that starts the skill