/simplify-and-harden
Post-completion self-review for coding agents that runs simplify, harden, and micro-documentation passes on non-trivial code changes. Use when: a coding task is complete in a general agent session and you want a bounded quality and security sweep before signaling done. For CI
$ npx -y skills add pskoett/pskoett-ai-skills --skill simplify-and-harden --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.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/simplify-and-harden
Context preview
The summary Claude sees to decide when to auto-load this skill.
Post-completion self-review for coding agents that runs simplify, harden, and micro-documentation passes on non-trivial code changes. Use when: a coding task is complete in a general agent session and you want a bounded quality and security sweep before signaling done. For CI
SKILL.md
simplify-and-harden.SKILL.mdname: simplify-and-harden
description: "Post-completion self-review for coding agents that runs simplify, harden, and micro-documentation passes on non-trivial code changes. Use when: a coding task is complete in a general agent session and you want a bounded quality and security sweep before signaling done. For CI pipeline execution, use simplify-and-harden-ci."
Agent Skill: Simplify & Harden
Install
gh skill install pskoett/pskoett-skills simplify-and-harden
For CI-only execution, use:
gh skill install pskoett/pskoett-skills simplify-and-harden-ci
Fallback using the Agent Skills CLI:
npx skills add pskoett/pskoett-skills/skills/simplify-and-harden
npx skills add pskoett/pskoett-skills/skills/simplify-and-harden-ci
Metadata
| Field | Value | |---------------|--------------------------------| | Skill ID | `simplify-and-harden` | | Version | 0.1.0 | | Trigger | Post-completion hook | | Author | Peter Skøtt Pedersen | | Category | Code Quality / Security | | Priority | Recommended |
Rationale and Philosophy
When a coding agent completes a task, it holds peak contextual understanding of the problem, the solution, and the tradeoffs it made along the way. This context degrades immediately -- the next task wipes the slate. Simplify & Harden exploits that peak context window to perform two focused review passes before the agent moves on.
Most agents solve the ticket and stop. This skill turns "done" into "done well."
The operating philosophy is a deliberate "fresh eyes" self-review before moving on: carefully re-read all newly written code and all existing code modified in the task, and look hard for obvious bugs, errors, confusing logic, brittle assumptions, naming issues, and missed hardening opportunities. The goal is not to expand scope or rewrite the solution -- it is to use peak context to perform a disciplined first review pass while the agent still remembers the intent behind every change.
Best Use with Independent Review
This skill is a post-completion self-pass and does not replace an independent review pass.
Recommended flow: 1. Implement the task. 2. Run Simplify & Harden to clean, harden, and document non-obvious decisions. 3. Run an independent review pass for severity-ordered findings. 4. Merge only after both passes are addressed.
If the two disagree, treat the independent review findings as the external gate and either fix or explicitly waive findings.
Trigger Conditions
The skill activates automatically when ALL of the following are true:
- The agent has completed its primary coding task
- The agent signals task completion (exit code 0, PR ready, or equivalent)
- The diff contains a non-trivial code change (see definition below)
- The skill has not already run on this task (no re-entry loops)
**Non-trivial code change definition**
Treat a diff as non-trivial when it satisfies BOTH of the following:
1. It touches at least one executable source file (for example: `*.ts`, `*.tsx`, `*.js`, `*.jsx`, `*.py`, `*.go`, `*.rs`, `*.java`, `*.cs`, `*.rb`, `*.php`, `*.swift`, `*.kt`, `*.scala`, `*.sh`). 2. It includes either:
- At least 10 changed non-comment, non-whitespace lines in executable source files, OR
- At least one high-impact logic change (auth/authz checks, input validation, data access/query logic, external command execution, file path handling, network request handling, or concurrency control).
Treat the diff as non-trivial = false when it is docs-only, config-only, comments-only, formatting-only, generated artifacts only, or tests-only.
The skill does NOT activate when:
- The agent failed or was interrupted
- The change is documentation-only
- The change is tests-only
- The change is a generated file (lockfiles, build artifacts)
- The user explicitly skips it via `--no-review` or equivalent flag
Scope Constraints
**Hard rule: Only touch code modified in this task.**
The agent MUST NOT:
- Refactor adjacent code it did not modify
- Pursue "while I'm here" improvements outside the diff
- Introduce new dependencies or architectural changes
- Make speculative fixes based on patterns it noticed elsewhere
The agent SHOULD flag out-of-scope concerns in the summary output rather than acting on them.
**Budget limits:**
- Maximum additional changes: 20% of the original diff size (measured in lines changed)
- Maximum execution time: 60 seconds (configurable)
- If either limit is hit, the agent stops and outputs what it has with a `budget_exceeded` flag
Pass 1: Simplify
**Objective:** Reduce unnecessary complexity introduced during implementation.
**Default posture: simplify, don't restructure.** The primary goal of this pass is lightweight cleanup -- removing noise, tightening naming, killing dead code. The agent should bias heavily toward cosmetic fixes that make the code cleaner without changing its structure. Refactoring is the exception, not the rule.
**Fresh-eyes start (mandatory):** Before making any edits in this pass, re-read all code added or modified in this task with "fresh eyes" and actively look for obvious bugs, errors, confusing logic, brittle assumptions, naming issues, and missed hardening opportunities.
The agent reviews its own work and asks:
> "Now that I understand the full solution, is there a simpler way to express this?"
Review Checklist
1. **Dead code and scaffolding** -- Did I leave behind debug logs, commented-out attempts, unused imports, or temporary variables from my iteration loop? Remove them.
2. **Naming clarity** -- Do function names, variables, and parameters make sense when read fresh? Names that made sense mid-implementation often read poorly after the fact. Rename them.
3. **Control flow** -- Can any nested conditionals be flattened? Can early returns replace deep nesting? Are there boo
Read more
name: simplify-and-harden description: "Post-completion self-review for coding agents that runs simplify, harden, and micro-documentation passes on non-trivial code changes. Use when: a coding task is complete in a general agent session and you want a bounded quality and security sweep before signaling done. For CI pipeline execution, use simplify-and-harden-ci."
Agent Skill: Simplify & Harden
Install
gh skill install pskoett/pskoett-skills simplify-and-harden
For CI-only execution, use:
gh skill install pskoett/pskoett-skills simplify-and-harden-ci
Fallback using the Agent Skills CLI:
npx skills add pskoett/pskoett-skills/skills/simplify-and-harden npx skills add pskoett/pskoett-skills/skills/simplify-and-harden-ci
Metadata
| Field | Value | |---------------|--------------------------------| | Skill ID | `simplify-and-harden` | | Version | 0.1.0 | | Trigger | Post-completion hook | | Author | Peter Skøtt Pedersen | | Category | Code Quality / Security | | Priority | Recommended |
Rationale and Philosophy
When a coding agent completes a task, it holds peak contextual understanding of the problem, the solution, and the tradeoffs it made along the way. This context degrades immediately -- the next task wipes the slate. Simplify & Harden exploits that peak context window to perform two focused review passes before the agent moves on.
Most agents solve the ticket and stop. This skill turns "done" into "done well."
The operating philosophy is a deliberate "fresh eyes" self-review before moving on: carefully re-read all newly written code and all existing code modified in the task, and look hard for obvious bugs, errors, confusing logic, brittle assumptions, naming issues, and missed hardening opportunities. The goal is not to expand scope or rewrite the solution -- it is to use peak context to perform a disciplined first review pass while the agent still remembers the intent behind every change.
Best Use with Independent Review
This skill is a post-completion self-pass and does not replace an independent review pass.
Recommended flow: 1. Implement the task. 2. Run Simplify & Harden to clean, harden, and document non-obvious decisions. 3. Run an independent review pass for severity-ordered findings. 4. Merge only after both passes are addressed.
If the two disagree, treat the independent review findings as the external gate and either fix or explicitly waive findings.
Trigger Conditions
The skill activates automatically when ALL of the following are true:
- The agent has completed its primary coding task
- The agent signals task completion (exit code 0, PR ready, or equivalent)
- The diff contains a non-trivial code change (see definition below)
- The skill has not already run on this task (no re-entry loops)
**Non-trivial code change definition**
Treat a diff as non-trivial when it satisfies BOTH of the following:
1. It touches at least one executable source file (for example: `*.ts`, `*.tsx`, `*.js`, `*.jsx`, `*.py`, `*.go`, `*.rs`, `*.java`, `*.cs`, `*.rb`, `*.php`, `*.swift`, `*.kt`, `*.scala`, `*.sh`). 2. It includes either:
- At least 10 changed non-comment, non-whitespace lines in executable source files, OR
- At least one high-impact logic change (auth/authz checks, input validation, data access/query logic, external command execution, file path handling, network request handling, or concurrency control).
Treat the diff as non-trivial = false when it is docs-only, config-only, comments-only, formatting-only, generated artifacts only, or tests-only.
The skill does NOT activate when:
- The agent failed or was interrupted
- The change is documentation-only
- The change is tests-only
- The change is a generated file (lockfiles, build artifacts)
- The user explicitly skips it via `--no-review` or equivalent flag
Scope Constraints
**Hard rule: Only touch code modified in this task.**
The agent MUST NOT:
- Refactor adjacent code it did not modify
- Pursue "while I'm here" improvements outside the diff
- Introduce new dependencies or architectural changes
- Make speculative fixes based on patterns it noticed elsewhere
The agent SHOULD flag out-of-scope concerns in the summary output rather than acting on them.
**Budget limits:**
- Maximum additional changes: 20% of the original diff size (measured in lines changed)
- Maximum execution time: 60 seconds (configurable)
- If either limit is hit, the agent stops and outputs what it has with a `budget_exceeded` flag
Pass 1: Simplify
**Objective:** Reduce unnecessary complexity introduced during implementation.
**Default posture: simplify, don't restructure.** The primary goal of this pass is lightweight cleanup -- removing noise, tightening naming, killing dead code. The agent should bias heavily toward cosmetic fixes that make the code cleaner without changing its structure. Refactoring is the exception, not the rule.
**Fresh-eyes start (mandatory):** Before making any edits in this pass, re-read all code added or modified in this task with "fresh eyes" and actively look for obvious bugs, errors, confusing logic, brittle assumptions, naming issues, and missed hardening opportunities.
The agent reviews its own work and asks:
> "Now that I understand the full solution, is there a simpler way to express this?"
Review Checklist
1. **Dead code and scaffolding** -- Did I leave behind debug logs, commented-out attempts, unused imports, or temporary variables from my iteration loop? Remove them.
2. **Naming clarity** -- Do function names, variables, and parameters make sense when read fresh? Names that made sense mid-implementation often read poorly after the fact. Rename them.
3. **Control flow** -- Can any nested conditionals be flattened? Can early returns replace deep nesting? Are there boo
A collection of skills for AI agents. Follows the Agent Skills specification. This repository is my personal skill testing ground.
Other skills on pskoett-ai-skills.
- /agent-teams-simplify-and-harden
Implementation + audit loop using parallel agent teams with structured simplify, harden, and document passes. Spawns implementation agents to do the work, then audit agents to find complexity, security gaps, and spec deviations, then loops until code compiles cleanly, all tests
Open skill - /context-surfing
Monitors context window health throughout a session and rides peak context quality for maximum output fidelity. Activates automatically after plan-interview and intent-framed-agent. Stays active through execution and hands off cleanly to simplify-and-harden and self-improvement
Open skill - /control-session-orchestrator
Control-plane workflow for coordinating multi-agent, multi-session project work from a single Codex, GitHub Copilot, or agent-app control session. Use this skill whenever the user asks to orchestrate agents, create or steer worker sessions, run a workflow-like effort, fan out
Open skill - /eval-creator-ci
[Beta] CI-only eval regression runner using gh-aw (GitHub Agentic Workflows). Runs all eval cases in .evals/ on a schedule or per-PR, reports pass/fail results, and can block merges on regressions. Also creates new eval cases from promoted patterns flagged by
Open skill - /eval-creator
[Beta] Creates permanent eval cases from promoted learnings and runs regression checks against them. Turns failures into test cases that prevent silent regression. This is the outer loop''s regress-test step. Use when a learning is promoted and has a clear pass/fail condition,
Open skill - /intent-framed-agent
Frames coding-agent work sessions with explicit intent capture and drift monitoring. Use when a session transitions from planning/Q&A to implementation for coding tasks, refactors, feature builds, bug fixes, or other multi-step execution where scope drift is a risk.
Open skill

