Agentic Context Engine is an open-source engine that gives AI agents a persistent learning loop, helping them remember successful strategies and learn from failures across sessions. It is used to improve production agents, and also powers Kayba’s hosted service. Catalogue add-ons support workflows for operating and configuring the engine.
Borrowing it
Nothing to install: this file belongs to kayba-ai/agentic-context-engine. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/kayba-ai/agentic-context-engine/main/.claude/commands/create-branch.mdgit clone --depth 1 https://github.com/kayba-ai/agentic-context-engineWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/kayba-ai/agentic-context-engine/create-branch)<a href="https://agentmods.dev/commands/kayba-ai/agentic-context-engine/create-branch"><img src="https://agentmods.dev/badge/commands/kayba-ai/agentic-context-engine/create-branch/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/kayba-ai/agentic-context-engine/create-branch"><img src="https://agentmods.dev/badge/commands/kayba-ai/agentic-context-engine/create-branch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.00490 |
| Opus 5.5 | $0.00000 | $0.00196 |
| Sonnet 5.5 | $0.00000 | $0.00098 |
| Haiku 4.5 | $0.00000 | $0.00049 |
Grade A, and why
create-branch scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Create a new git branch with an associated worktree following the project naming convention.
Format: <type>/<developer>/<description>
Worktree: ../<sanitized-branch-name> (sibling to current worktree)
Arguments: $ARGUMENTS should be in format: <type> <description>
Examples:
/create-branch feature add-caching→ branch:feature/<dev>/add-caching, worktree:../feature-<dev>-add-caching/create-branch fix login-error→ branch:fix/<dev>/login-error, worktree:../fix-<dev>-login-error
Steps:
- Parse type and description from arguments (validate type is one of: feature, fix, docs, refactor, test, chore)
- Get developer name from
git config user.name(sanitize: lowercase, replace spaces with hyphens) - Construct branch name:
<type>/<developer>/<description> - Construct worktree path:
../<type>-<developer>-<description>(replace all/with-) - Create branch and worktree atomically:
git worktree add -b <branch> <worktree-path> - Symlink
.envfrom the main worktree into the new worktree:- Get the main worktree path:
git worktree list --porcelain | head -1(firstworktreeline) - If
<main-worktree>/.envexists, create symlink:ln -s <main-worktree>/.env <new-worktree>/.env - If
.envdoesn't exist in main worktree, skip silently
- Get the main worktree path:
- Report success with the created branch name and worktree path
Valid types: feature, fix, docs, refactor, test, chore
On success, output:
✓ Created branch: <branch-name>
✓ Created worktree: <worktree-path>
✓ Linked .env → <main-worktree>/.env
To switch to the new worktree:
cd <worktree-path>
Error handling:
- If type is invalid, show valid types and abort
- If branch already exists, suggest checking it out instead
- If worktree path exists, suggest using existing worktree
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 40 lines · 0 tokens per session scan A 0921e0255595
create-branch is a command published in the GitHub repository kayba-ai/agentic-context-engine (2,608 stars, last pushed 1mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 490 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
create-branch compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| create-branchkayba-ai/agentic-context-engine | Command | 2.6k | 1mo ago | Apache-2.0 | A | 0 | Claude Code |
| dream-applyconorbronsdon/agent-memory-kit | Command | 2 | 1mo ago | MIT | A | 20 | Claude Code |
| endconorbronsdon/agent-memory-kit | Command | 2 | 1mo ago | MIT | A | 14 | Claude Code |
| dreamconorbronsdon/agent-memory-kit | Command | 2 | 1mo ago | MIT | A | 0 | Claude Code |
| startconorbronsdon/agent-memory-kit | Command | 2 | 1mo ago | MIT | A | 16 | Claude Code |
| updateconorbronsdon/agent-memory-kit | Command | 2 | 1mo ago | MIT | A | 12 | Claude Code |
| gsd:undomrboups/xbrain | Command | 2 | 1mo ago | MIT | A | 23 | Claude Code |