Simplify: axis-decomposed compression pass on a diff

SkillAI & models

Use when the user says "simplify this diff" or asks for a compression pass over a change-set. Decomposes the diff into reuse, quality, and efficiency axes; applies validated findings as atomic issue-class commits; auto-reverts regressions. Not for dead-code sweeps — use deslop.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Simplify: axis-decomposed compression pass on a diff skill

What this skill tells your AI

The instructions your AI receives, as published by outlinedriven/odin-claude-plugin in plugins/odin-code/skills/simplify/SKILL.md and read by ahel’s review.

Contract

FieldBound contract
TriggerUser asks to simplify a diff, PR, or branch: "simplify this diff", "tighten up", or "compress a change-set"
AuthorityReversible local: writes only named local artifacts (working-tree and VCS commits); rollback is version control (git revert HEAD --no-edit). No remote mutation.
Side effectApplies simplification survivors as atomic issue-class commits to the working change-set; auto-reverts any commit that regresses
DoneExit 0: simplification landed as issue-class commits, every fix commit is green, and no new bloat was introduced

Inputs

Must be supplied:

  • An explicit diff scope or a base ref resolvable from HEAD

Optional:

  • User-named files when no git context exists (unborn HEAD or no .git/)

Derived from the diff:

  • Three parallel read-only review agents (reuse / quality / efficiency), each scoped to the diff

Procedure

  1. Phase 1: Detect diff scope. Capture every commit since the branch diverged from its base, including staged and unstaged changes. Do not guess the base. Resolve via the first base ref that exists, then run git diff <base>:

    1. git merge-base HEAD origin/main
    2. git merge-base HEAD origin/master
    3. git merge-base HEAD main
    4. git merge-base HEAD master
    5. @{upstream}

    If none of the five resolve, gate on two ordered checks:

    • Check A: git rev-parse --verify HEAD 2>/dev/null. If it fails, HEAD is unborn. Skip git diff; fall through to user-named files or no-git-context path.
    • Check B: only if Check A succeeded, git rev-parse --verify HEAD^ 2>/dev/null. If it fails, HEAD is the root commit. Use git diff HEAD. Surface: "scope: working-tree only, on root commit".
    • Otherwise: committed history exists but no base ref resolves. Print an explicit error and abort. Do not fall back to git diff HEAD; that would silently drop committed work.

    If no git context or HEAD is unborn, use user-named files supplied in the invocation. Empty after all valid resolutions → exit 11.

    Explicit-base override: simplify against <ref> bypasses the resolution above and runs git --no-pager diff "<ref>" directly.

    Done when: the diff is captured or an exit code is returned.

  2. Phase 2: Dispatch three review agents in one task call. Issue a single task tool call with a tasks array of three items, never three sequential messages. Each agent receives <axis-prompt from references/> + "\n\n---\n\nDIFF:\n" + <captured diff>. All three agents are read-only; disjoint axes; independence asserted in the spawn message:

    "Three agents dispatched in parallel. Axes are disjoint by construction: reuse-axis owns Graft (existing-utility detection), quality-axis owns Excess + Sprawl on code shape, efficiency-axis owns Excess + Sprawl on execution cost. All three agents are read-only; none edits files; none reads or writes shared mutable state."

    Agent type: Explore (read-only).

    Axes:

    • reuse (Agent 1): four rules (REPLACE, DUPLICATE, INLINE-COULD-USE-UTILITY, STDLIB-REIMPLEMENT). Detects new code written where a utility already exists.
    • quality (Agent 2): nine patterns (redundant-state, parameter-sprawl, copy-paste-variation, leaky-abstractions, stringly-typed, redundant-structural-nesting, nested-conditionals, unnecessary-comments, dead-code-unused-imports-exports). Detects unnecessary surface and structure without functional cause.
    • efficiency (Agent 3): seven patterns (unnecessary-work, missed-concurrency, hot-path-bloat, recurring-no-op-updates, unnecessary-existence-checks, memory-listener-leaks, overly-broad-operations). Detects work that need not happen and structure that bloats hot paths.

    See references/orchestration.md for the concrete dispatch shape and shell snippet.

    Done when: all three agents return their findings.

  3. Phase 3: Audit, then apply. Wait for all three agents. Aggregate findings by {axis, file, line, issue-class}. Deduplicate identical cross-axis findings: keep each once, attribute it to the first reporter, and note the second axis as a co-signer. Dispatch a Reviewer agent (also Explore-typed and read-only) to audit the composed list for completeness, consistency, accuracy, and scope. The Reviewer's output is the validated survivor set. The orchestrator applies survivors directly, one issue class per atomic commit, and drops non-survivors without comment or re-adjudication. After each commit, run repo-native tests. On red, auto-revert via git revert HEAD --no-edit and stop that class's run.

    Commit sequencing by class:

    1. Duplicate commit: reuse-axis survivors + any other axis flagged issue-class: duplicate
    2. Excess-surface commit: quality-axis + efficiency-axis survivors flagged issue-class: excess-surface
    3. Structure commit: quality-axis + efficiency-axis survivors flagged issue-class: structure

    Commit message format: capitalized imperative subject, ≤50 chars target, ≤72 hard, no trailing period.

    After the final commit, audit the simplify patch itself for unneeded surface, duplicated logic, structure without cause, or a broken consumer contract. If the audit finds any, revert the entire simplify chain via git revert <first-simplify-commit>^..HEAD --no-edit and exit 14.

    Done when: all survivor commits are applied and green, or an exit code is returned.

Failure and recovery

Exit codeTriggerRecovery
0Cleannone
11Empty diff after all fallbacksPass-through, no work to do
12Findings emitted but survivor set empty after Reviewer auditReport attached, no patch applied
13Behavior regression on a fix commitOffending commit auto-reverted; stop simplify run for that class; already-landed commits remain
14Post-fix audit caught new bloat in the simplify patchEntire simplify chain reverted; orchestrator may re-plan and re-invoke
15Mixed-concern commit (bundles more than one issue-class)Must split before merging

Partial-result rule: commits already landed before a failure remain. A rollback does not revert previously successful class commits.

Non-mutation rule: sequential dispatch (not a single task call with a tasks array of three items) is rejected at the validation gate before any agent runs.

Output

Terminal classification with an exit code. On exit 0: the change-set is compressed along reuse / quality / efficiency axes with one atomic commit per issue class, every fix commit green, and no new bloat introduced.

Signals

GitHub stars
35
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
simplify-outlinedriven
Source
github.com/outlinedriven/odin-claude-plugin