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Skill Improver

Trail of BitsOfficialPublished by Trail of Bits

  • Skill
  • Meta (authoring, orchestration, planning, memory)
  • Agent tooling
  • CC-BY-SA-4.0
  • No issues found

From the author

Runs an autonomous review-and-fix improvement loop over a Claude Code skill until a review comes back clean, with a cross-round findings ledger, escalation when fixes stop converging, and a mechanical scope guard. Reviews are performed by the plugin-dev skill-reviewer agent. Use to fix skill quality issues, iteratively refine a skill, or resume a loop after an escalation ('fix my skill', 'improve this skill until it passes review', 'skill improvement loop'). NOT for a one-time review — use the plugin-dev skill-reviewer agent directly.
— the description by Trail of Bits

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

Skill Improver is a workflow-based agent tool designed to automate the refinement of Claude Code skills. It orchestrates a loop between a fixer and the plugin-dev:skill-reviewer agent, maintaining a cross-round findings ledger to ensure progress. The tool includes mechanical scope guards to prevent unauthorized file changes and handles finalization tasks like stripping residue and synchronizing documentation. It is designed to stop automatically upon convergence, budget exhaustion, or escalation, ensuring that quality issues are addressed systematically rather than through ad-hoc edits.

What it does

  • Runs an autonomous loop to review and fix Claude Code skills.
  • Maintains a persistent ledger of findings across multiple improvement rounds.
  • Enforces strict scope guards to prevent out-of-scope file modifications.
  • Automates finalization steps including documentation matching and version cleanup.
  • Escalates to the user when fixes fail to converge or require design decisions.
  • Resumes interrupted loops using the existing on-disk ledger.

When to use it

  • When you need to iteratively refine a skill until it meets quality standards.
  • To resolve complex quality issues that require multiple rounds of review and correction.
  • When you need to resume an improvement loop after an escalation or manual pause.
  • To ensure a skill's documentation and code remain perfectly synchronized.

Advantages

  • Eliminates manual back-and-forth by automating the review-fix cycle.
  • Prevents regression through mandatory post-fix verification.
  • Provides clear, structured reporting on convergence, caps, and escalations.
  • Ensures consistent quality by using a centralized, ledger-based approach.

Usage examples

“improve my skill in ./my-new-skill”
The agent initiates the improvement loop, targeting the specified directory, and begins the iterative review-and-fix process.
“improve this skill until it passes review”
The agent identifies the current skill context and starts the workflow, continuing until the reviewer reports zero critical or major findings.
“skill improvement loop --max-rounds 10”
The agent starts the improvement workflow with an extended budget of 10 rounds to accommodate more complex refinements.

Install

  1. Download the skill as a ZIP:

    https://autogineer.com/agent-skills/trailofbits/skill-improver/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip skill-improver.zip -d .agents/skills

Documentation by Trail of Bits

Skill Improver

Improve a Claude Code skill by running /code-improver:improve — a dynamic workflow that loops a reviewer and a fixer subagent until a review reports zero critical/major findings, then strips its own residue. This entry point wires the loop to the plugin-dev:skill-reviewer agent, so the plugin-dev plugin must be installed (marketplace claude-plugins-official). The loop, its ledger, and its guards live in the workflow; this skill resolves the target and relays the outcome.

Starting the loop

The user provided: $ARGUMENTS (if empty, take the target skill from the conversation).

1. Resolve the skill path
  1. If the input ends with /SKILL.md and the file exists, use its directory

  2. If the input is a directory containing SKILL.md, use that path

  3. Otherwise Glob(pattern="**/SKILL.md") and filter by skill name or path substring:

    • Multiple matches: ask the user to choose

    • No matches: report the available skills

    • Single match: proceed

2. Resolve the loop script

Resolve improve.js from this SKILL.md's installed location to an absolute path and confirm the file exists. Its plugin directory is pluginRoot. Use this exact plugin copy; if the file is missing, stop.

3. Invoke the workflow

Run it with the Workflow tool, {scriptPath: "<the path from step 2>", args: {...}}:

{
  "target": "<resolved absolute path>",
  "reviewer": {
    "kind": "agent",
    "name": "plugin-dev:skill-reviewer",
    "notes": "The target is a Claude Code skill directory; review it as a skill (frontmatter, triggering description, progressive disclosure, referenced files)."
  },
  "pluginRoot": "<the plugin directory from step 2>",
  "maxRounds": 5
}
  • maxRounds only if the user asked for a different cap (--max-rounds N).

  • pluginRoot is the resolved plugin directory from step 2, for the metrics collector.

  • scope (repo-relative globs) only if the user restricted or widened what the loop may touch; by default the workflow scopes to the skill's plugin directory.

  • decision only on continuation (below).

The workflow runs in the background and needs no babysitting: it reviews, fixes, re-reviews, checks scope after every fix round, and can only complete on a clean review. It never commits; all changes stay in the working tree.

If the Workflow tool is unavailable or denied, stop and say so. Do not improvise the loop inline with direct edits — the ledger, scope guard, and escalation guarantees live in the workflow, and an inline imitation has none of them (observed failure: an inline fallback "fixed" a finding by weakening the documented guarantee, exactly what the loop exists to prevent).

If the result is halted: "reviewer-unavailable", relay it and stop. The reviewer this skill names is not installed; tell the user to install the plugin-dev plugin from the claude-plugins-official marketplace and re-run. Do not review the skill yourself.

Do not end your turn while the loop is running. The Workflow tool returns a task id immediately; the result comes later. In an interactive session the completion notification re-invokes you — wait for it. In a non-interactive run (scripted, CI, eval) there is no later turn: stopping abandons the loop mid-round, so after launching, poll the task (TaskOutput with the returned task id, or sleep-and-recheck) until it completes, then relay the result. A session that answers "the loop is running, I'll report later" has lost the run.

Relaying the result

The workflow returns a structured result. Report it honestly — the distinctions matter:

  • converged: true — the last action was a review with zero critical/major findings. Report rounds used, remaining minor findings (open_minor_count), and the artifact paths (ledger_path, metrics).

  • capped: true — the fix budget ran out and the FINAL review still found blocking issues. Say plainly: capped, NOT converged, and list open_blocking. Do not present this as success.

  • escalation — the loop detected it was not converging (recurring findings, non-decreasing counts, or a fix relocating a problem). Relay the escalation message and finding ids to the user: this needs a design decision, not more rounds.

  • halted — a guard fired (scope violation, unregistered new files, a dead or unavailable reviewer, or a finalize pass whose own edits failed the check that follows it). Relay the paths in violations/new_untracked_files, the sites in finalize_regressions, and the notes.

  • notes always travel with the result — surface them; they include loud warnings such as "a git repository was initialized".

Continuing after an escalation

The loop stops on escalation by design. When the user decides (e.g. "keep the blocklist and document the limitation"), start a fresh run with the same target plus:

{ "decision": "<the user's ruling, verbatim>" }

The new run reloads the on-disk ledger, so every finding, rejection, and verdict carries over — rounds restart, re-derivation does not.

To stop a running loop, stop the workflow task (TaskStop); the ledger on disk is current to the last round and a re-run resumes from it.

What the loop enforces (so you do not have to)

  • Fix verification — the next review verifies every fix; fixes to executable behavior carry pins that fail against the pre-fix code.

  • Scope — a mechanical git-diff check after every fix round, and after the finalize pass, halts on any out-of-scope change; out-of-scope files git does not track are guarded by content hash, since no diff would show them; completion also requires no unregistered new files in scope.

  • Report everything — reviewers report all findings with severity; filtering happens once, at the ledger verdict, and rejections are not re-litigated without new evidence.

  • Finalize — before completion the loop strips narration comments, collapses version churn to exactly one bump (in plugin.json and the marketplace entry that repeats it), and runs a docs-match-code pass. Those edits land after the last review, so a check reads them: an over-eager narration strip or a false docs claim halts with finalize-regression instead of passing as done.

When NOT to use

  • One-time review: dispatch the plugin-dev:skill-reviewer agent directly

  • Quick single fixes: edit the file directly

  • Non-skill targets: use the code-improver skill with a reviewer that fits the target, or pr-improver for a branch

  • Exploratory drafting: manual iteration gives more control while the shape is fluid

Files

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Requirements and compatibility

Written for: Claude Code

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Declares allowed tools, Claude Code frontmatter

Security

No issues found by our static scan· No issues found

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Published by
Trail of Bits
Publisher
Trail of Bits (Official)
Source
trailofbits/skills · plugins/code-improver/skills/skill-improver · commit e4dd0bb
Licence
Creative Commons Attribution-ShareAlike 4.0 International (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
Synced

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