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Vc followup

Skill vetcoders/vibecrafted/vibecrafted-core/vibecrafted_core/skills/vc-followup

AUDIT-FIRST post-implementation trajectory check. Evaluates whether the work is heading in the right direction, what gaps remain, what drift was introduced, and what the next highest-leverage move should be. Reads the work in motion — code, runtime behavior, architecture, integration — without requiring a single artifact like a PR or commit range as its frame. Product-surface completeness (packaging, install, discoverability) belongs to `vc-dou`, not here. Sibling to `vc-review` (per-implementation diff perception) and `vc-audit` (per-plan spec falsification) in the AUDIT-FIRST perception layer of the pipeline. Trigger phrases: "follow-up check", "followup audit", "czy sa jeszcze luki", "readiness before hands-on", "audit this implementation", "po implementacji", "gaps after agents", "co zostało do zrobienia", "post-implementation review", "czy to idzie dobrze", "czy ten kierunek ma sens", "what still feels off".From its SKILL.md

Install
npx -y skills add vetcoders/vibecrafted --skill vc-followup

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SKILL.md

9.9 KB, ~2.0k tokens by cl100k_base, as published. Nobody here has run it

<!-- fleet-imperative: v3 -->

Invocation for vc-followup (launcher followup)

Same three-path shape as the fleet, with this skill's literals — see the canonical Delegation Matrix:

PathLiteral for this skill
1. User-launched workervibecrafted followup <agent>
2. Interactive/vc-followup — execute in this session; use native subagents when required; do not externalize merely because a launcher exists
3. Agent-operatormay dispatch the worker form above via vc-dispatch / operator lines while preserving this skill's identity

Freer native on some runs ≠ abandon external fleet. vc-dispatch and vc-ship keep their own identities.

<!-- /fleet-imperative -->

vc-followup — AUDIT-FIRST Trajectory Check

AUDIT-FIRST perception step. This one asks "is the direction healthy?" about the work in motion — code, runtime, architecture, integration — without a bounded artifact requirement. Produces a report, never modifies code.

Frame — what makes this one distinct

The four AUDIT-FIRST READ skills differ by frame, not by depth. Pick by what the question is bounded to:

  • vc-review → a bounded diff (PR / branch / commit range): is this change clean and safe to merge?
  • vc-audit → a bounded plan (a written spec claiming completion): did the claimed work actually land in code?
  • vc-followup → an unbounded trajectory (no artifact required): is the work heading the right way — continue, correct, or escalate?
  • vc-dou → the whole product surface from the buyer's frame: can someone find, trust, try, and buy this?

Followup judges direction. It does not audit shippability — packaging, install paths, SEO, and representation are vc-dou's frame. When you smell a product-surface gap, name it and hand it to vc-dou; do not grade it here.

Pipeline Position

vc-followup lives in the trajectory perception slot:

... → implement (WRITE) → [FOLLOWUP: AUDIT-FIRST] → review (READ) → marbles (WRITE) → ...

Followup answers "is the trajectory healthy?". Review answers "is this diff clean?". Audit answers "did the written spec land?". All three are AUDIT-FIRST; none of them modify code. Fixes belong downstream in vc-marbles.

Operator Entry

Living Tree / Worktree Rule

This workflow runs in the operator's current checkout and current branch. Do not create, switch to, or move execution into a git worktree unless the operator explicitly asks for a worktree in this prompt. Generic words like "isolate", "parallel", or "clean branch" are not enough. Re-read files before editing, adapt to concurrent changes, and report a substrate failure if the current tree is too poisoned to continue safely.

See Living Tree Rule.

Canonical Orientation Gate

Before this workflow performs repo-specific analysis, planning, implementation, review, release, or delegation, it MUST run or consume the vc-init procedure for the assigned repo. If fresh vc-init evidence is absent, perform the init pass first and treat workflow-specific work as blocked until repo truth exists.

Loctree:loctree is the default structural perception skill for that pass. Use Loctree before grep or docs-driven claims to produce or refresh the Code-Derived Application Map: repo-view, focus, slice, impact, find, and follow as relevant. Search for existing symbols and contracts before creating new ones; run impact before delete or major refactor; run slice before editing.

The point is to find the hooks: load-bearing hubs, twins, dead code, drift, runtime entrypoints, and blast-radius traps. If the task is explicitly non-repo or no-code, state the no-repo exception in the report. Otherwise, missing vc-init/Loctree evidence is a process failure.

Operator enters the framework session through:

vibecrafted start
# or
vc-start
# same default board as: vc-start operator

Then launch this workflow through the command deck:

vibecrafted followup <agent> --file '/path/to/context.md'
vc-followup <agent> --prompt '<prompt>'

vc-followup <agent> defaults to a detached headless worker both inside and outside vc-frame. Observe it through its receipt, transcript, and awaitable run state.

Repository Work Doctrine

For repository work, start with Loctree as the map: use loct context, loct occurrences, loct body, and loct find --literal before broad manual search. Use AICX for intent and session context. Use rg/grep as fallback or local magnifier, not as a replacement for structural mapping. If Loctree fails or misses a surface, append feedback to ~/.vibecrafted/loctree/loctree-fail.md.

What It Is

vc-followup is a post-implementation direction audit.

It asks questions like:

  • is this going in the right direction
  • what still feels unfinished or unstable
  • what gaps remain after the last implementation push
  • what drift appeared between the intended shape and the current one
  • what is the next highest-leverage move

It is intentionally broader than vc-review.

vc-review evaluates a bounded object inside clear review frames:

  • a PR
  • a branch
  • a commit range
  • a review artifact pack

vc-followup evaluates the post-implementation state of the work, even when there is no single canonical artifact to review.

When To Use

Use vc-followup when:

  • code was just implemented and you want to assess the direction, not only the diff
  • a task is "working" but still feels off
  • agents finished a pass and you want to see what remains open
  • you want a next-move recommendation after implementation
  • you need a post-implementation read of the work's direction across code, runtime, and architecture

Do not use vc-followup when:

  • you need findings on a specific PR, branch, or commit range — that's vc-review
  • you need line-level review framing — that's vc-review
  • the target is a written plan claiming completion — that's vc-audit
  • the question is shippability / product-surface completeness — that's vc-dou
  • the task is still in pre-implementation research mode — that's vc-research

Audit Contract

vc-followup should evaluate:

  • residual gaps in the implementation arc
  • drift from intended shape
  • regressions or fragility
  • mismatches between code and runtime truth
  • whether the architecture is converging or fragmenting
  • whether the current direction deserves continuation, correction, or escalation

A product-surface gap (packaging, install, discoverability) gets named and handed to vc-dou — followup flags it, it does not audit it.

The result should not read like a code review. It should read like a post-implementation trajectory check.

Output Shape

Default output structure:

  1. Current state — what exists now and what changed since the last implementation push
  2. What still feels off — gaps, drift, fragility, unfinished surfaces
  3. Direction verdict — is the work heading in the right direction or not
  4. Next move — the highest-leverage continuation

If relevant, explicitly separate:

  • code gap
  • runtime gap
  • architecture / integration gap
  • (product-surface gap → tagged for vc-dou, not graded here)

Relationship To Other Skills

  • Use vc-review for bounded, artifact-framed evaluation
  • Use vc-followup for postimplementation direction audit
  • Use vc-marbles when followup finds unresolved P0 / P1 entropy that needs convergence loops
  • Use vc-dou when the code may be fine but the whole product surface is still incomplete

Anti-Patterns

Do not:

  • collapse vc-followup into a synonym for vc-review
  • force it to depend on a PR or commit range when the real question is directional
  • return only findings without saying whether the current trajectory is healthy
  • confuse "there are still gaps" with "the direction is wrong"
  • drift into product-surface auditing (packaging, install, SEO, presence) — that is vc-dou's frame; followup judges the work's direction, not its shippability

What ships with it: 3 files

1.8 KB alongside SKILL.md

.claude-plugin/

agents/

Gives 0 of the 12 instructions most plan spec skills give in ~2.0k tokens

Counted across 1,099 of the 1,860 authors here whose files we hold, read 2026-08-07

  • Ask one question at a timein 51 of 1099
  • Break plans into vertical slicesin 29 of 1099, across 11 files
  • Publish issues in dependency orderin 27 of 1099, across 9 files
  • Iterate until user approves the breakdownin 25 of 1099, across 7 files
  • Explore the repository to understand the codebase statein 24 of 1099, across 7 files
  • Use domain glossary vocabularyin 23 of 1099, across 5 files
  • Apply correct triage labels to published issuesin 23 of 1099, across 5 files
  • Prefer AFK slices over HITLin 22 of 1099, across 7 files
  • Write a specification before writing any codein 22 of 1099, across 14 files
  • Write failing tests before implementation codein 22 of 1099, across 20 files
  • Ask clarifying questions until requirements are concretein 21 of 1099, across 13 files
  • Respect existing architecture decision recordsin 20 of 1099, across 5 files

Said here and by no other author read

  • run the orientation gate before repo work
  • use loctree before grep
  • produce a report never modifying code
  • evaluate residual gaps in the implementation arc
  • assess drift from intended shape
  • check for code and runtime truth mismatches

Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.

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