simplify SKILL.md skillA

simplify from bigduu/bamboo-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add bigduu/bamboo-agent/simplify@git:20260719.d8b770c

Pins git:20260719.d8b770c in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
bigduu/bamboo-agent
Path
builtin_skills/simplify/SKILL.md
Versions recorded
1
Latest version
git:20260719.d8b770c, committed Jul 19, 2026
Size
1,551 bytes
Repository stars
22
License
MIT

Reduce unnecessary code complexity, duplication, indirection, or abstraction while preserving observable behavior and validating equivalence. Use for simplify, cleanup, or behavior-preserving refactor requests; do not use for adding features, diagnosing an unexplained failure, broad code review without a simplification goal, or cosmetic churn without a complexity benefit.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Simplify

Make the code easier to understand for the next maintainer without changing its contract.

1. Define the scoped behavior that must remain stable and read its callers, tests, error semantics, and compatibility constraints.
2. Identify concrete complexity: duplicated decisions, unnecessary layers, misleading state, premature generality, or control flow that can be made direct.
3. Prefer deletion, consolidation, and existing project patterns over a new abstraction. Keep the diff focused and avoid opportunistic cleanup.
4. Modify files only when the user asked for the refactor. For a read-only request, present the smallest behavior-preserving proposal instead.
5. Run the narrow equivalence tests first, then affected suites. Add a regression test when existing coverage cannot prove the preserved behavior.

Explain what became simpler and why, the behavior evidence, validation, and any residual risk. If the proposed simplification would alter behavior or public contracts, stop and present it as a separate decision. Respect permission failures and preserve the established behavior baseline across context compaction.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add bigduu/bamboo-agent/simplify@sha256:2cd1f906005431e8

The line at the top of this page pins the label git:20260719.d8b770c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_fodicolam7xs7fbr.svg)](https://markdownregistry.com/a/art_fodicolam7xs7fbr)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jul 19, 2026.

versioncommittedcommitsizeaudit
git:20260719.d8b770c latest2026-07-19 d8b770c 1,551 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1551 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

bigduu/bamboo-agent · 22 stars · license MIT · pushed 2026-11-05 · branch dev

API

GET https://markdownregistry.com/api/v1/artifacts/art_fodicolam7xs7fbr
GET https://markdownregistry.com/api/v1/resolve?ref=bigduu/bamboo-agent/simplify
GET https://markdownregistry.com/api/v1/blob/2cd1f906005431e8efb2798d164b295c6b048762eace615d6fc6d4dd75d8ae40

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from bigduu/bamboo-agent

AGENTS.md AGENTS.md file
bigduu/bamboo-agent · AGENTS.md
git:20261028.61962eb · audit A · 22 stars
CLAUDE.md CLAUDE.md file
bigduu/bamboo-agent · CLAUDE.md
git:20260901.b65edb6 · audit A · 22 stars
debug SKILL.md skill
bigduu/bamboo-agent · builtin_skills/debug/SKILL.md · Diagnose a concrete failure, regression, crash, hang, flaky test, or incorrect runtime behavior by reproducing it…
git:20260719.d8b770c · audit A · 22 stars
personal-assistant SKILL.md skill
bigduu/bamboo-agent · builtin_skills/personal-assistant/SKILL.md · Use this skill whenever the user acts like Bamboo is their personal assistant. Triggers include stating commitments…
git:20260713.73c840e · audit A · 22 stars
plan SKILL.md skill
bigduu/bamboo-agent · builtin_skills/plan/SKILL.md · Build an executable implementation, migration, or rollout plan from read-only repository exploration, including…
git:20260719.d8b770c · audit A · 22 stars
research SKILL.md skill
bigduu/bamboo-agent · builtin_skills/research/SKILL.md · Investigate a technical or product question using current primary sources and relevant repository evidence, then…
git:20260719.d8b770c · audit A · 22 stars
review SKILL.md skill
bigduu/bamboo-agent · builtin_skills/review/SKILL.md · Review code changes, pull requests, patches, or a scoped code area for actionable correctness, security, compatibility…
git:20260719.acd8953 · audit A · 22 stars
skill-creator SKILL.md skill
bigduu/bamboo-agent · builtin_skills/skill-creator/SKILL.md · Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a…
git:20260311.5f9cdb2 · audit A · 22 stars
hello-world SKILL.md skill
bigduu/bamboo-agent · crates/infra/bamboo-plugin/examples/hello-plugin/skills/hello-world/SKILL.md · Minimal reference skill bundled with the hello-plugin example. Use when demonstrating or testing the plugin system's…
git:20260712.1da91c9 · audit A · 22 stars
bamboo-manual SKILL.md skill
bigduu/bamboo-agent · crates/infra/bamboo-skills/assets/bamboo-manual/SKILL.md · Explain this installed Bamboo version's configuration keys, memory and Jiandu recall, lifecycle or plugin hooks…
git:20261016.c1c3229 · audit A · 22 stars

Every file in bigduu/bamboo-agent

Other files named simplify

simplify SKILL.md skill
qwenlm/qwen-code · packages/core/src/skills/bundled/simplify/SKILL.md · Review recent code changes for reuse, code quality, and efficiency, then directly apply straightforward cleanup…
git:20260718.d4db5fc · audit A · 29,081 stars
simplify SKILL.md skill
fcakyon/claude-codex-settings · plugins/simplify/skills/simplify/SKILL.md · This skill should be used when the user asks to "simplify", "clean up the diff", "run simplify", "simplify the…
git:20261107.0574bbb · audit A · 1,200 stars
simplify SKILL.md skill
cowork-os/cowork-os · resources/skills/simplify/SKILL.md · Improve existing work with focused simplification passes across code, writing, research, operations, or general tasks.
v1.0.0 · audit A · 535 stars
simplify SKILL.md skill
sd0xdev/sd0x-harness · skills/simplify/SKILL.md · Wrap-up refactoring — simplify code, eliminate duplication, preserve behavior
git:20260404.1c6641c · audit A · 194 stars
simplify SKILL.md skill
genai-io/san · .san/personas/software-engineer/skills/simplify/SKILL.md · Review changed code for reuse, quality, and efficiency, then clean up what you find — duplicated logic that could reuse…
git:20260717.120e9bb · audit A · 147 stars
simplify SKILL.md skill
haacked/dotfiles · ai/codex/skills/simplify/SKILL.md · Simplify recently changed code for clarity, consistency, and maintainability while preserving behavior. Use after…
git:20260827.f7bfa75 · audit A · 133 stars
simplify SKILL.md skill
sneg55/agent-starter · skills/simplify/SKILL.md · Review changed code for reuse, quality, and efficiency, then fix any issues found.
git:20260615.d335473 · audit A · 74 stars
simplify SKILL.md skill
maquina-app/rails-claude-code · rails-simplifier/skills/simplify/SKILL.md · Simplifies and refines Ruby on Rails code following 37signals patterns and the One Person Framework philosophy, while…
git:20260714.12902ab · audit A · 48 stars

Browse by kind, by grade A, or by owner.