seldonframe/reelier

Capabilities

• Replay recorded skills deterministically

  Ask to `reelier run` a saved `.skill.md` at 0 tokens, read-only by default, for byte-identical re-execution.

• Detect drift in agent runs

  Use `reelier diff` to compare a replay against the original and flag SAME or DRIFTED per step, exiting 1 on any change.

• Gate dependency bump PRs

  Have the assistant set up a CI workflow that replays your skill against Dependabot/Renovate PRs and fails on the exact drifted step.

• Convert existing traces into skills

  Compile a `trace.jsonl` or an existing `SKILL.md` into a replayable skill via `reelier compile`, with honest gaps listed as open questions.

• Verify signed receipts offline

  Run `reelier verify` to recompute every claim in a pushed receipt's ladder, showing which rungs are proven and which are honest gaps.

• Inspect agent coverage before recording

  Use `reelier init --dry-run` to check Path A/B/C observation coverage and replay candidates without writing or changing anything.

Tags

• testing-qa
• workflow-automation
• development
• awesome-list

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