hyv-evaluate-local
Run the optional deterministic local writing evaluation composite without model calls.
Skill by shashank-sn
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
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About
Use cases: writing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/hyv-evaluate-local
What's inside
- Skill name
hyv-evaluate-local- Description
- Run the optional deterministic local writing evaluation composite without model calls.
- License
- MIT
- Instructions
- 11 lines in SKILL.md · view on GitHub
Files (3)
- SKILL.md
- agent.json
- openai.yaml · agents/
SKILL.md (first lines)
# hyv-evaluate-local
Evaluate a caller-supplied candidate against an input and separate local user and AI-shadow paragraph fixtures. The module trains only on the paragraph IDs assigned to the train split. It does not generate prose, transmit samples, retain text, or establish authorship.
```text
hyv evaluate-local input.md candidate.md user-paragraphs.json ai-shadow-paragraphs.json
```
Each JSON file is an array of `{ "paragraph_id": "stable-id", "text": "..." }`. Keep variants under the same paragraph ID; HYV splits by ID before training. The report contains a train-only TF-IDF logistic-regression proxy, content F1, AI-tell change, and 9-d stylometric cosine. Treat every number as a local evaluation signal, not a publishing decision or identity claim.From shashank-sn/holdyourvoice, MIT.
More from shashank-sn/holdyourvoice
- 0.607score
hyv-prepare-rebuild
shashank-sn
Prepare a rebuild task only after an upstream REBUILD recommendation, a CopySpec, and a signed rebuild-authorization capability.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-hygiene
shashank-sn
Inspect text for zero-width characters, bidirectional controls, tag characters, and unusual spaces.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-apply-rewrite
shashank-sn
Validate and apply a model response to a prepared rewrite task, then run local gates.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hold-your-voice
shashank-sn
Review or revise user-provided writing while protecting its stated meaning, constraints, and voice.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-learning
shashank-sn
Inspect or explicitly mutate text-free local learning state for a profile.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-apply-rebuild
shashank-sn
Validate and evaluate a whole-document rebuild response against a prepared authorized rebuild task.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-analyze
shashank-sn
Run separate VoiceDNA and AI Editor checks plus a non-scoring Unicode hygiene inspection against a draft.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-logic-lint
shashank-sn
Run the deterministic document-coherence gate for topic drift, unanchored inference, and internal contradictions.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-batch-analyze
shashank-sn
Inspect two to one hundred drafts for repeated opening and closing sentences.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-final-check
shashank-sn
Gate exact user-facing text from any model, tool, or interface.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-apply-hidden-text-policy
shashank-sn
Apply only explicitly approved minimal hidden-text removals and return hashes, exact changes, and remaining findings.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-ingest
shashank-sn
Redact an owner-authorized Gmail or Telegram export into local VoiceDNA samples.
SkillBFreshness: B★ 32Claude Code +9
Signals
- Stars
- 32
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Aug 25, 2026 (2 months ago)
- Last release
- Aug 28, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/shashank-sn/holdyourvoice
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from shashank-sn
- 0.607score
hyv-prepare-rebuild
shashank-sn
Prepare a rebuild task only after an upstream REBUILD recommendation, a CopySpec, and a signed rebuild-authorization capability.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-apply-hidden-text-policy
shashank-sn
Apply only explicitly approved minimal hidden-text removals and return hashes, exact changes, and remaining findings.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-learning
shashank-sn
Inspect or explicitly mutate text-free local learning state for a profile.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-analyze
shashank-sn
Run separate VoiceDNA and AI Editor checks plus a non-scoring Unicode hygiene inspection against a draft.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hyv-logic-lint
shashank-sn
Run the deterministic document-coherence gate for topic drift, unanchored inference, and internal contradictions.
SkillBFreshness: B★ 32Claude Code +9 - 0.604score
hold-your-voice
shashank-sn
Review or revise user-provided writing while protecting its stated meaning, constraints, and voice.
SkillBFreshness: B★ 32Claude Code +9
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Cite this page
hyv-evaluate-local skill. Agent Mart. https://agentmart.dev/skills/shashank-sn-hyv-evaluate-local (last updated 2026-10-24)