惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

云风的 BLOG
云风的 BLOG
M
MIT News - Artificial intelligence
Recent Announcements
Recent Announcements
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
Stack Overflow Blog
Stack Overflow Blog
J
Java Code Geeks
Microsoft Azure Blog
Microsoft Azure Blog
罗磊的独立博客
博客园 - 【当耐特】
H
Help Net Security
腾讯CDC
大猫的无限游戏
大猫的无限游戏
GbyAI
GbyAI
Last Week in AI
Last Week in AI
Jina AI
Jina AI
博客园 - 聂微东
Blog — PlanetScale
Blog — PlanetScale
A
About on SuperTechFans
Apple Machine Learning Research
Apple Machine Learning Research
P
Proofpoint News Feed
Y
Y Combinator Blog
C
Check Point Blog
博客园 - 司徒正美
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant
akm 0.5.0: Wikis, Workflows, Vaults, and a Writable Stash
IT Lackey · 2026-04-24 · via DEV Community

akm 0.5.0 is out. This release adds four new asset types — wikis, workflows, and vaults are now first-class citizens — plus writable git stash support so your stash can sync back to a remote. There is one breaking change for anyone who was using the single-wiki LLM POC from 0.4.x.

TL;DR

  • akm wiki create|list|show|remove|pages|search|stash|lint|ingest — multi-wiki support, no LLM required
  • akm workflow create|start|next|complete|status|list|resume — multi-step agent procedures in the stash
  • akm vault list|show|create|set|unset|load.env-backed secrets that never appear in structured output
  • akm add <source> --writable + akm save — push your stash changes back to a remote git repo
  • akm add <source> --trust — bypass the install audit for a single install
  • Breaking: the single-wiki LLM POC is removed; migrate to akm wiki ...

Multi-wiki support

The biggest addition in 0.5.0 is a proper wiki asset type. A wiki is a structured knowledge base living at <stashDir>/wikis/<name>/ with a defined layout: schema.md describes what goes in it, index.md is auto-generated by akm index, log.md tracks change history, raw/ holds unprocessed source material, and the rest are agent-authored pages.

# Create a new wiki
akm wiki create architecture

# List all wikis
akm wiki list

# See what pages a wiki has
akm wiki pages architecture

# Search within a wiki
akm wiki search architecture "deployment"

# Lint a wiki for structural problems
akm wiki lint architecture

# Ingest raw content into raw/
akm wiki stash architecture ./notes/adr-001.md

# Print the ingest workflow for the wiki
akm wiki ingest architecture

Enter fullscreen mode Exit fullscreen mode

Wiki pages are indexed by akm index and show up in stash-wide akm search, so you do not need to remember which wiki a page lives in. Raw sources under raw/ plus the wiki root infrastructure files schema.md, index.md, and log.md are intentionally excluded from indexing and search results. Running akm index also regenerates each wiki's index.md as a side effect.

The design principle is akm surfaces, the agent writes. akm makes no LLM calls. It owns only the operations where correctness is structural and deterministic: lifecycle management, raw-slug uniqueness, lint checks, index regeneration. The agent owns page content. This keeps the CLI fast and predictable — a wiki command always completes in milliseconds, and you can run it in any environment without model configuration.

The 9-verb surface (create, list, show, remove, pages, search, stash, lint, ingest) covers the full lifecycle from creation to indexing to removal.


Workflow asset type

Workflows are multi-step procedures stored in the stash. An agent running a complex process — a release checklist, an onboarding sequence, a debugging runbook — can use akm workflow next to step through it deterministically rather than relying on its context window to track state.

# Author a workflow
akm workflow create release-checklist

# Start an instance
akm workflow start workflow:release-checklist

# Advance to the next step
akm workflow next workflow:release-checklist

# Check where you are
akm workflow status workflow:release-checklist

# Mark it done
akm workflow complete workflow:release-checklist

# List all workflows
akm workflow list

Enter fullscreen mode Exit fullscreen mode

Workflows live in the stash like any other asset, so akm search workflow:… finds them and akm show workflow:release-checklist renders the current step. They can be shared in a kit and versioned in a git stash.


Vault asset type

Vaults store secrets and environment configuration. Each vault is a .env file in the stash. The key constraint: vault values never appear in structured output. akm vault show and akm vault list display key names and metadata, but not the values themselves.

# List vaults
akm vault list

# Show keys in a vault (no values)
akm vault show vault:prod-secrets

# Create a new empty vault
akm vault create prod-secrets

# Set a key (three-positional form or combined KEY=VALUE form)
akm vault set vault:prod-secrets API_KEY abc123
akm vault set vault:prod-secrets API_KEY=abc123 --comment "Rotate every 90 days"

# Remove a key
akm vault unset vault:prod-secrets API_KEY

# Emit a source snippet for the current shell — the only way to get values out
eval "$(akm vault load vault:prod-secrets)"

Enter fullscreen mode Exit fullscreen mode

akm vault load emits a shell snippet that sources vault values into the current shell via a temporary mode-0600 file. Values never appear on akm's stdout. An agent can run eval "$(akm vault load vault:prod-secrets)" to load the environment without the values passing through any logged output.

This is a deliberate tradeoff: vaults are not a full secrets manager. They are a thin, auditable layer that keeps your .env files alongside your other agent assets and prevents accidental leakage through akm show or akm search results.


Writable git stash and akm save

Until now, git-backed stashes were read-only: akm add github:owner/repo would clone the repo, but you could not push changes back. 0.5.0 changes that.

# Clone a git stash and opt it into push-on-save
akm add github:your-org/your-stash --writable

# Make some changes — add a skill, author a wiki page, record a memory
akm remember "Production DB is read-only on Sundays"

# Commit and push
akm save -m "add production DB note"

Enter fullscreen mode Exit fullscreen mode

If the stash has a remote configured and --writable was used on install, akm save runs git commit and git push. Without --writable (or without a remote), it commits locally only.

The default stash is now auto-initialized as a git repo on akm setup, so akm save works out of the box even before you wire up a remote.

The git stash provider also switches from HTTP tarball download to git clone, which means you get proper git history and the ability to git pull manually if you prefer.


--trust flag for installs

akm 0.4.0 added a pre-install audit that scans kit contents for dangerous patterns. By default, installs from unrecognized sources require confirmation. For sources you know and trust, you can skip the audit entirely:

akm add github:your-org/internal-kit --trust

Enter fullscreen mode Exit fullscreen mode

--trust is a one-off bypass — it does not add the source to any persistent allowlist. Use it when you control the source and do not want to step through the audit prompt in a non-interactive context (a CI script, an automated agent workflow, a container build).

When a blocked install error occurs, the error message includes a hint field referencing --trust as a remediation option.


Breaking change: single-wiki LLM POC removed

If you were using the wiki functionality introduced in 0.4.1, you will need to migrate. The following have been removed:

  • akm lint command
  • akm import --llm and akm import --dry-run flags
  • knowledge.pageKinds config key
  • The ingestKnowledgeSource and lintKnowledge LLM prompts

Migration path:

  1. Create a wiki for your content: akm wiki create <name>
  2. Move raw source files into wikis/<name>/raw/: akm wiki stash <name> <file>
  3. Have your agent author wiki pages from the raw content
  4. Run akm index to regenerate the wiki index

The new surface is more capable — 9 verbs vs the old 2, proper multi-wiki support, structural lint, and page search — and it does not require an LLM to be configured for any of the CLI operations.


Upgrade

akm upgrade

Enter fullscreen mode Exit fullscreen mode

Or reinstall from scratch:

curl -fsSL https://raw.githubusercontent.com/itlackey/akm/main/install.sh | bash

Enter fullscreen mode Exit fullscreen mode

Full changelog at CHANGELOG.md.