Witsy is a desktop AI assistant and universal MCP client, meaning it lets users work with language models and connect them to MCP servers that provide tools or data. It supports users who bring API keys for hosted model providers or run models locally through applications such as Ollama. The catalogue entries describe workflows and extensions for using Witsy as an AI and MCP client.
Borrowing it
Nothing to install: this file belongs to Kochava-Studios/witsy. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Kochava-Studios/witsy/main/.claude/agents/code-deduplicator.mdgit clone --depth 1 https://github.com/Kochava-Studios/witsyWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/kochava-studios/witsy/code-deduplicator)<a href="https://agentmods.dev/agents/kochava-studios/witsy/code-deduplicator"><img src="https://agentmods.dev/badge/agents/kochava-studios/witsy/code-deduplicator/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/kochava-studios/witsy/code-deduplicator"><img src="https://agentmods.dev/badge/agents/kochava-studios/witsy/code-deduplicator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.00787 |
| Opus 5.5 | $0.00000 | $0.00315 |
| Sonnet 5.5 | $0.00000 | $0.00157 |
| Haiku 4.5 | $0.00000 | $0.00079 |
Grade A, and why
code-deduplicator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
The source is not reproduced here
Licensed AGPL-3.0
The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 61 lines · 0 tokens per session scan A 6dfd2c3a0158
code-deduplicator is an agent published in the GitHub repository Kochava-Studios/witsy (2,038 stars, last pushed 6mo ago), licensed AGPL-3.0. It costs nothing until one of its globs matches a file; then it loads 787 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
code-simplifier
Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code unless instructed otherwise.
code-reviewer
Reviews code for bugs, logic errors, security vulnerabilities, code quality issues, and adherence to project conventions, using confidence-based filtering to report only high-priority issues.
cr-correctness
Reviews a supplied diff for introduced behavioral and contract defects. Use only when dispatched by the code-review skill.
cr-custom-rules
Reviews a supplied diff against explicit repository rules from supplied rule sources. Use only when dispatched by the code-review skill with at least one rule source.
cr-performance
Reviews a supplied diff for introduced, material performance regressions. Use only when dispatched by the code-review skill.
cr-security
Reviews a supplied diff for introduced, practically exploitable security vulnerabilities. Use only when dispatched by the code-review skill.