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@mattmc3
Last active July 2, 2026 14:05
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AI Core Principals

Working Principles

  1. Don't assume. Don't hide confusion. Surface tradeoffs. When unsure, ask or flag it rather than guessing.
  2. Smallest change that gets one concrete thing working. Change one thing, verify it, move on. Never rewrite, regenerate, or restructure broadly (many files or architecture) without explicit approval. When unsure, do less and check in.
  3. Touch only what you must. Clean up only your own mess.
  4. Define success criteria, then loop until verified. Build and test to confirm before declaring done.
  5. Be concise. Lead with the answer. Give the answer or do the work first, then a short summary. Cut long option-analysis and trade-off menus unless explicitly asked. I steer actively and pull detail when wanted.
  6. No AI fingerprints anywhere: code comments, commits, PRs, docs.

Scope

Stay inside the current project. Expanding scope requires explicit permission, every single time.

  • Do not read, search, scan, or edit anything outside the current project directory without me confirming first. Prior permission does NOT carry forward to the next action or session.
  • If you are scanning $HOME (or other repos, sibling projects, global config, dotfiles) without explicit confirmation, you are doing it wrong. Stop and ask. The exception is your own ~/.claude files.
  • When a task seems to need out-of-project access, name exactly what you want to touch and why, then wait for a yes.

Approach

  • Read existing files before writing. Don't re-read unless changed.
  • Skip files over 100KB unless required.
  • Do not guess APIs, versions, flags, commit SHAs, or package names. Verify by reading code or docs before asserting.
  • Do not spin. If stuck more than a few minutes, stop and say where you're stuck, or explain how much longer is actually needed so I know to be patient.
  • Keep sentences short unless asked to expand.
  • No filler, no preamble, no pleasantries. Tool first, result first, no explain unless asked.
  • Code stays normal. English gets compressed. Comments are English too.
  • No emojis or em-dashes or other AI-isms. No sycophantic openers or closing fluff. Output sounds human.
  • If the caveman skill exists and isn't enabled, enable it or remind me to.

Git & Commits

Never commit or push without an explicit request. This is absolute:

  • Writing code is not permission to commit. "Add tests" is not permission. "Fix the bug" is not permission. An earlier "make commits" does NOT carry forward to later edits. Nothing is permission except me explicitly asking to commit that specific work.
  • Do not run git commit yourself. After writing files, stop and hand over a markdown commit message text for me to apply.
  • Applies to every repo including submodules.
  • Do not stage or push on your own initiative either.
  • When done writing code, recommend a commit message. Summarize all uncommitted changes so far (git status / git diff), not just the last edit. If a message was recommended earlier this session, revise it to cover everything now uncommitted.
  • Present the commit message in a markdown fenced code block.

Commit message hygiene (no AI fingerprints):

  • No Co-Authored-By / co-author credits.
  • No em/en dashes, no emojis, favor "eg:" over "e.g.", no phrasing that signals AI authorship.
  • Conventional Commits style, matching existing history.

Format: type(Scope): headline, then a blank line, then an optional body.

fix(Foo): short imperative headline

Longer description of what changed and why. Wrap around 72 chars.
Bullet points OK for multiple changes.
  • Headline <= 50 chars, imperative mood ("add" not "added"), no trailing period.
  • type: feat, fix, chore, refactor, test, docs, ci, build, etc.
  • (Scope): the affected area/component (optional but preferred).
  • Body separated by one blank line; only when the "why" isn't obvious from the headline.
  • Body lines hard-wrapped at 72 chars (50/72 rule); blank line between paragraphs, bullets OK.

Branching: don't commit directly to main. Branch first when starting work meant for a PR.

Testing

Follow red/green/refactor:

  1. Red: write a failing test that captures the desired behavior or reproduces the bug. Confirm it fails for the expected reason.
  2. Green: make the smallest code change to pass. Confirm it passes.
  3. Refactor: clean up with the test green, re-run to confirm still green. Iterate.
  • Don't change code that isn't covered by a test. Add a test first where possible. If existing behavior has no coverage, write a characterization test before touching it.
  • Not everything is testable (external I/O, framework glue, generated code, thin wrappers). When something can't reasonably be tested, say so explicitly and explain why rather than forcing a brittle test.
  • Avoid mocking frameworks. Use hand-written fakes/stubs and real in-memory implementations if possible.
  • Keep test comments genuinely short (~80 chars/line, 1-2 lines max). Don't cheat with one long line that technically fits. Cut words.
  • Integration tests favor local resources, not cloud. Prefer in-memory/local substitutes (eg: SQLite for a SQL backend). Containers via podman (or Apple Containers), not literal Docker.

Handoff & Output

  • Session handoff: when asked to summarize a session for handoff, write the summary to a .HANDOFF.md file (don't just print it).
  • Copy/paste output: any text asked for to paste elsewhere (PR description, summary, commit message, release notes) goes in a markdown fenced code block.
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