voice-likeness-eval is a skill in christos-antono/NPCTalk, last changed 15 Oct 2026. It can run shell commands.

From the author
Measure how much a cloned voice sounds like the real character, and whether a change really helped. Covers speaker-embedding similarity (ECAPA) against the centroid of held-out real clips, word error rate with Whisper, comparing per line with paired t-tests, how many runs it takes to beat sampling noise, checking a take-picker with an independent speaker model, and simulating picking strategies on many scored takes. Use when comparing voice engines or settings (Fish Audio Drama 3 vs S2 Pro vs ElevenLabs, sampling, reference clips, best-of-N, fine-tuning), or before telling anyone that one voice setup is better than another.

At a glance

What it can touch

How much a skill can do, not whether it is risky.

Pattern check

Nothing flagged

That isn't proof the skill is harmless.

Commit 59635ce · 3 Nov 2026

How the check works

Pattern check: nothing flagged

That isn't proof the skill is harmless.

Install

Each tab says whether it installs commit 59635ce, the one we checked, or the latest version.

Read SKILL.md first
MIT
Licence
215
Repo stars
Publisher
Files

What it can touch

From the files and frontmatter at commit 59635ce. This is how much a skill can do, not whether it is risky.

  • Runs shell commands

    Its instructions or files give the agent commands to run on your computer.

Pattern check

Pattern check: nothing flagged · commit 59635ce · 3 Nov 2026

We checked every text file in this skill, at commit 59635ce on 3 Nov 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.

How the check worksReport an incorrect finding

Format check

Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.

  • Agent Skills specPasses

    The open format from agentskills.io, held to the strictest version of each rule among the agents we check.

    • Note

      There is no license field, so readers can't tell whether they may reuse the skill. O2

      Fix: Add license: with an SPDX name such as MIT or Apache-2.0, or the name of a bundled licence file.

  • Claude CodePasses
  • Claude apps & API uploadPasses

    Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.

    • Note

      The description is 631 characters. The claude.ai Help Center says 200 at most, though Anthropic's API docs and validator allow 1,024. D4

      Fix: If the claude.ai upload refuses it, trim the description to 200 characters.

  • OpenAI (Codex & API)Passes
  • VS Code & CopilotPasses

SKILL.md

Files

1 file

PathSize
SKILL.md (opens in a new tab)4.1 KB

More from christos-antono/NPCTalk

SkillWhat it can touchPattern checkLicenceUpdated
fish-voice-serverHost Fish Audio's open-weights voice models (Drama 3 and S2 Pro) on a serverless GPU (Modal, or fal) behind one small HTTP API a game can call. POST /speak takes text and a voice and streams 16-bit PCM back with first audio in ~0.4 s, cloned zero-shot from a reference clip, with [tags] like [angry] or [laughing] for delivery. Covers deploying with SGLang-Omni, the API, preparing voices at startup, keep-warm and cold starts, scaling to zero and cost, sampling settings that measurably help likeness, picking the best of several takes for pre-rendered lines, an optional S2 Pro fine-tune, and the setup gotchas. Use when a game, mod or app needs realtime cloned character voices, the user mentions Fish Audio, Fish Speech, S2 Pro, Drama 3 or a self-hosted TTS server, or a voice server is slow, cold or failing.
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make-npcs-talkMake NPCs in a game talk back. The player speaks or types, the NPC answers in character, in a cloned voice, about 1-2 seconds later, and can act on what was said. Covers the whole loop and the order to build it in (who is being talked to, what the scene is, speech-to-text, an LLM in character, Fish Audio voices on a GPU, streamed playback from the NPC, subtitles, mouth movement, actions), the four hooks a game has to provide, latency budgets, costs, testing in the real game, and the rules (single-player, voices you have the rights to, nothing of the game shipped). Use when the user wants NPCs, characters, villagers, companions or enemies in any game to hold conversations, react to the player's voice, or be voiced by Fish Audio (S2 Pro or Drama 3) and an LLM.
  • Instructions only

Pattern check: Nothing flaggedMITUpdated 16 Oct 2026

  • Instructions only
Pattern check: Nothing flaggedMIT16 Oct 2026
  • Names web addresses
Pattern check: Nothing flaggedMIT15 Oct 2026
  • Instructions only
Pattern check: Nothing flaggedMIT15 Oct 2026
  • Instructions only
Pattern check: Nothing flaggedMIT15 Oct 2026
  • Instructions only
Pattern check: Nothing flaggedMIT15 Oct 2026
All skills in christos-antono/NPCTalk

Other AI & ML engineering skills

Same category, most repo stars first.

SkillWhat it can touchPattern checkLicenceUpdated
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claude-apiReference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it "looks like a one-liner" — whenever: the prompt names Claude/Anthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing/model choice/limits/caching) — never answer from memory; OR the task is LLM-shaped with provider unstated (agent/MCP/tool-definition/multi-agent/RAG/LLM-judge/computer-use; generate/summarize/extract/classify/rewrite/converse over NL; debugging refusals/cutoffs/streaming/tool-calls/tokens). SKIP only when another provider is being worked on (overrides all triggers): OpenAI/GPT/Gemini/Llama/Mistral/Cohere/Ollama named in the query; OR `grep -rE 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep FIRST if no provider named — don't Read the file).

anthropics/skills

  • Touches credentials
  • +6 more

Pattern check: 1 item to reviewApache 2.0Updated 9 Oct 2026

  • Touches credentials
  • Downloads software
  • +5 more
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  • Touches credentials
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Pattern check: 1 item to reviewMIT30 Oct 2026
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Pattern check: 1 item to reviewMIT2 Nov 2026

Repo facts from GitHub on 3 Nov 2026. Files read at commit 59635ce.

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