claude

timesfm-autonomous-trainer

Autonomous LoRA fine-tuning loop for TimesFM 2.5 on crypto data

0 on GitHubv0.1.0updated 5 months ago

Not in a marketplace yet, so it loads for one session with --plugin-dir.

Plugin timesfm-autonomous-trainer in cajias/timesfm-autonomous-trainer. Commands read from the repo's manifest — 1 month ago.

What it installs

Skills (10)

  • agentic-harness

    Activate when a user invokes /agentic-harness:precommit, :review, :submit, or asks to run a Prose-packaged review workflow ("precommit review", "run mr-review on MR 21", "submit MR 42 via prose", etc.). Verifies prereqs, resolves reviewer defaults, and delegates to the openprose skill which embodies

  • dedup-rules

    Rules for deduplicating code review findings across agents

  • false-positive-rules

    Rules for auto-dismissing code review findings that are false positives

  • mr-review

    Local GitLab MR code review orchestrator. Use when the operator asks to "review this MR", "run a local MR review", "review my branch's MR", or wants a LOCAL-only (no GitLab posts) multi-dimensional review with automatic filtering and optional fix loop. Dispatches specialized review agents in paralle

  • mr-shepherd

    This skill should be used when the user asks to "address MR feedback", "fix review comments", "respond to code review", "handle MR suggestions", "shepherd an MR", "resolve discussion threads", or "run the MR feedback loop". Provides a systematic workflow for reviewing, implementing, and closing GitL

  • mr-status

    Inspect and manage shepherd agents spawned by /agentic-harness:mr-submit. Use when the operator asks to "check MR status", "list active shepherds", "resume a shepherd after restart", "retire an MR", "approve drafted thread replies", or wants a dashboard of CI state and review-thread progress per MR.

  • mr-submit

    End-to-end GitLab MR lifecycle orchestration. Use when the operator says "submit this MR", "open an MR with full review", "run the MR pipeline", "submit and shepherd", or wants to take a branch from "ready to push" through merge with automatic review, push, and CI/thread monitoring. Provides simplif

  • mr-watcher

    Activate when the user says "watch MR X until it lands", "babysit MR Y", "keep MR Z healthy", "keep an eye on this MR until it merges", or asks to run a long-running shepherd that survives across sessions. Complements `mr-shepherd` (single-pass) and `mr-submit` (end-to-end one-shot): mr-watcher is t

  • open-prose

    Activate when the user types `prose ...`, opens a `.md` file with `kind:` frontmatter, opens a `.prose` file, or asks for reusable multi-agent orchestration. Treat `prose run ...` as an in-session instruction: embody the OpenProse VM yourself; do not shell out to a `prose` binary unless the host exp

  • timesfm-train

    Autonomously fine-tune Google TimesFM 2.5 on crypto data with two-level Optuna search, Trackio logging, and end-of-round reflection. Use when the user says "autonomously train timesfm", "optimize timesfm on crypto until it stops improving", "run the autonomous trainer", or invokes `/train-timesfm`.

View source on GitHub

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