Individual skill
forkmind
Use when debugging, comparing, or regression-testing LLM / agent calls — when the user wants to capture LLM traffic, see a conversation as a branchable DAG, fork an alternative prompt or model from a past turn, or pin good outputs as baselines to catch drift. ForkMind is local-first (no cloud, no account) and proxies any OpenAI-compatible API, defaulting to free Ollama models. Trigger: "debug this prompt", "compare two models", "branch from that turn", "why did the LLM change its answer", "regression test my prompt", "capture LLM calls", "forkmind".
plugins/forkmind/skills/forkmind/SKILL.md
Source commit 5bd4f168edf7c18a8303cbfde20708ff62aabc4d
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- Observed behavior
- Network or broad shell
- Last checked
- Nov 4, 2026
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Repository context
- Repository stars (not skill ratings)
- 998
- Repository last updated
- Aug 12, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
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# ForkMind
ForkMind treats AI context windows like a Git repo. It runs a local proxy that
records every LLM call into `.forkmind/` as a node in a DAG, serves a dashboard,
and lets you branch alternative prompts/models from any historical turn.
## When to reach for it
| Situation | Why ForkMind |
|---|---|
| "This prompt sometimes regresses — catch it" | Pin baselines, re-run, diff drift |
| "Compare llama3 vs gpt-4o on the same turn" | Fork the node, swap model, re-run |
| "Why did the agent change its answer?" | Inspect the DAG: request/response, tokens, lineage |
| "Capture all LLM traffic during this task" | Point client at the proxy; everything is logged |