as-fix

Installation
SKILL.md

Fix

Purpose

Resolve concrete bugs safely through structured diagnosis, minimal fixes, and verification.

This skill is for bug-fix execution when scope is clear and risk is manageable.

Scope Gate (Required Before Starting)

Use this skill only when all conditions below are true:

  1. Concrete issue signal exists

    • Clear failing behavior, error, or regression is identified
    • Enough evidence exists to begin diagnosis (logs, stack trace, failing test, or reproducible steps)
  2. Likely localized fix path

    • Issue appears constrained to a small area
    • No expected cross-system redesign or migration
  3. Low-to-moderate architectural risk

    • Fix can be made without foundational changes
    • No phased rollout/feature-flag strategy is expected
  4. Straightforward verification path

    • Reproduction and post-fix checks can be run in practical scope
    • Success criteria can be validated directly

If any condition fails, escalate to brainstorm or write-plan.

Hard Stop Escalation Criteria

Immediately stop and switch to planning if any of these occur:

  • Root cause remains unclear after focused investigation
  • Fix requires cross-cutting architectural or data-model changes
  • Scope expands into large refactor or multi-module migration
  • Security/compliance-sensitive behavior is involved
  • Verification reveals broad regressions requiring phased mitigation
  • Multiple fix attempts fail without converging on a root cause

Escalation action:

  1. Stop all implementation activities.
  2. Output the exact message: "This fix exceeds safe single-pass debugging limits. Ask, Recommend brainstorm or write-plan first to define phased diagnosis, implementation, and risk controls."

Workflow

Step 1: Intake and Contextualize

  1. Understand the reported bug and define explicit expected behavior.
  2. Collect/confirm minimum bug report fields:
    • Title
    • Expected behavior
    • Actual behavior
    • Reproduction steps
    • Evidence (logs, trace, screenshot, failing test output)
    • Environment (branch/OS/runtime/version if relevant)
    • Impact/severity
  3. Load project context per the shared Context Loading Protocol.

Step 2: Reproduce and Diagnose

  1. Reproduce the issue consistently.
  2. Locate the failure point (file/function/line range/subsystem).
  3. Trace control/data flow to identify the root cause.
  4. Form a fix hypothesis and confirm it explains observed behavior.

Guidelines:

  • Read surrounding code, not only the failing line.
  • Prefer root-cause correction over symptom patching.
  • Add temporary diagnostics only when needed; remove them after use.

Step 3: Decide Small vs Bigger Fix

Classify the work before coding:

Small fix (continue in this skill)

Most are true:

  • Root cause is clear and validated
  • Change surface is narrow (typically a few files)
  • Regression risk is limited and testable quickly

Bigger/risky fix (escalate to brainstorm or write-plan)

Any are true:

  • Root cause is uncertain
  • Multiple subsystems must change together
  • Requires migration, rollout sequencing, or broad refactor
  • Risk cannot be reasonably controlled in a single pass

If it is a bigger fix, follow Hard Stop Escalation Criteria.

Step 4: Implement (Small Fix Path)

  1. State a brief 1-3 bullet implementation plan.
  2. Apply the smallest targeted change that resolves the root cause.
  3. Keep scope strict; avoid unrelated refactors.
  4. Add/update regression tests when applicable.

Step 5: Verify

Run validation in increasing scope:

  1. Focused checks for the changed behavior/module
  2. Nearby regression checks
  3. Relevant project checks (lint/typecheck/tests/build) as needed

Fix is complete only when:

  • Reproduction no longer fails
  • Expected behavior is confirmed
  • No critical regressions are introduced

If verification indicates broader impact, escalate to brainstorm or write-plan.

Step 6: Complete and Report

Provide a concise completion report with:

  • Root cause
  • What changed
  • Why this fix works
  • Verification performed and results
  • Residual risks / follow-ups

If behavior or documentation-relevant rules changed, update the minimal relevant docs. If architecture changed, this should have been escalated.

Rules

  • Do not guess when key context is missing; ask via Question Tool.
  • Always prioritize root-cause fixes.
  • Keep blast radius minimal.
  • Do not mark done without verification.
  • Escalate early when scope/risk exceeds this skill.

Optional Bug Report Template

Use when the report is incomplete:

  • Title:
  • Expected behavior:
  • Actual behavior:
  • Reproduction steps:
  • Error logs/stack trace:
  • Environment:
  • Impact/severity:
  • Additional context:
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