/backfill
FluencyLoop safety net. Reconstruct journal entries for work that shipped without going through the loop — reads a merged diff, drafts a feature + session with decision blocks, renders a fluency briefing that maps each decision onto the design diagrams, then confirms them with
$ npx -y skills add baokhang83/fluencyloop --skill backfill --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/backfill
Context preview
The summary Claude sees to decide when to auto-load this skill.
FluencyLoop safety net. Reconstruct journal entries for work that shipped without going through the loop — reads a merged diff, drafts a feature + session with decision blocks, renders a fluency briefing that maps each decision onto the design diagrams, then confirms them with
Stay fluent in the code your AI agent writes. FluencyLoop turns each feature into a documented design, teaches the decisions at your level, tracks the rationale, and produces a reviewer-ready summary.
Repo: baokhang83/fluencyloop
Other skills on fluencyloop.
- /feature
FluencyLoop Stage 2–3. Declare a feature and build it while staying fluent: creates the feature branch + design diagrams, then builds in slices, teaching the why of each real decision at the slice boundary and journaling it. Probes the concepts the work needs up front, adapts
Open skill - /fluencyloop
FluencyLoop — stay fluent in code as AI writes it. Router/overview for the per-feature loop (design → build+teach → review), the optional up-front planning stage for large chunks, the woven-in constitution that grows from decisions, plus post-merge backfill. Use when the user
Open skill - /plan
FluencyLoop planning stage. Plan a large chunk of work before building it: design and document the overall architecture, break it into task items, sequence them into a roadmap with a critical path, and (optionally) open GitHub issues under a milestone. Produces a committed
Open skill - /review
FluencyLoop Stage 4. Assemble the reviewer-facing PR view from a feature''s sessions — a feature is a branch, so it assembles itself from git. Use when preparing a PR description, reviewing a FluencyLoop feature, or when the user says "fluencyloop review", "assemble the PR
Open skill