brain

/brain — Package Manager

Manages skill installation from remote registries into the brain.

Commands

/brain setup                    Fresh brain setup — fetch install promptone and run onboarding
/brain install <skill>          Install a skill from registry
/brain install <repo>/<skill>   Install from a specific repo
/brain update [skill]           Update one or all installed skills
/brain list                     List installed skills
/brain list --available         List skills available in registry
/brain uninstall <skill>        Remove an installed skill
/brain info <skill>             Show skill details and parameters
/brain doctor                   Health check: frontmatter, index.md, requires, .env
/brain doctor semantic          Deep content analysis: duplicates, misplaced files, stubs, merge candidates
/brain diff [skill]             Show differences between installed and upstream

NLP Intent Detection

Parse $ARGUMENTS with natural language before dispatching to the right flow:

args = "$ARGUMENTS".strip().lower()

if not args:
    intent = "list_installed"
elif any(w in args for w in ["setup", "start", "init", "inizia", "onboarding", "installa brain", "nuovo brain"]):
    intent = "setup"
elif any(w in args for w in ["nuove", "novità", "new", "aggiornam", "updates", "cosa c'è", "cosa ci sono", "cosa è uscito", "mancanti", "missing"]):
    intent = "whats_new"
elif any(w in args for w in ["install", "installa", "aggiungi", "add"]):
    intent = "install"
    skill_name = args.split()[-1]
elif any(w in args for w in ["update", "aggiorna"]) and "--available" not in args:
    intent = "update"
    skill_name = args.replace("update","").replace("aggiorna","").strip() or None
elif any(w in args for w in ["list", "lista", "elenca", "--available", "disponibili", "tutte"]):
    intent = "list_available" if "--available" in args or any(w in args for w in ["disponibili","tutte","registry"]) else "list_installed"
elif any(w in args for w in ["uninstall", "rimuovi", "disinstalla", "remove"]):
    intent = "uninstall"
elif any(w in args for w in ["info", "dettaglio", "cos'è", "cose"]):
    intent = "info"
elif any(w in args for w in ["doctor", "check", "salute", "stato"]):
    if any(w in args for w in ["semantic", "semantico", "deep", "pulisci", "cleanup", "merge", "mergia", "riordina", "contenuto", "contenuti"]):
        intent = "doctor_semantic"
    else:
        intent = "doctor"
elif any(w in args for w in ["diff", "differenze", "cambiamenti"]):
    intent = "diff"
else:
    intent = "install"  # default: try to install whatever was named
    skill_name = args.split()[0]

Flow: setup

When intent == "setup":

1. Fetch the install promptone:

curl -sL https://abchat.it/install

2. Read the fetched content completely and follow all steps from the beginning (Step 0 through Step 9).

This is equivalent to the user running curl -sL https://abchat.it/install and pasting the result as a prompt — just automated.

---

Architecture

.claude/skills/{name}/          <- Code (from registry, replaceable on update)
  SKILL.md                       Skill instructions
  *.py, *.sh                     Supporting scripts

wiki/skills/                    <- Brain-specific configuration (survives updates)
  index.yaml                    Registry of installed skills
  {name}.md                      Per-skill parameters and customization

Key principle: .claude/skills/ = code (updatable). wiki/skills/ = config (yours forever).

GitHub API Helper

All registry operations need to fetch from GitHub. Use gh if available, fall back to curl (works without auth on public repos).

# Helper function — use this pattern everywhere
fetch_github() {
  local endpoint="$1"
  if command -v gh &>/dev/null; then
    gh api "$endpoint"
  else
    curl -sf "https://api.github.com/$endpoint"
  fi
}

# Examples:
# fetch_github "repos/giobi/claude-skills/contents/.claude-plugin/marketplace.json"
# fetch_github "repos/giobi/claude-skills/tarball/main" > /tmp/repo.tar.gz

IMPORTANT: Always try gh first (handles auth for private repos), fall back to curl -sf (silent, fail on error). Both return the same JSON from GitHub API.

Install Flow

When user says /brain install <skill>:

Step 1: Resolve registry

Read wiki/skills/index.yaml for the default registry. Default: giobi/claude-skills.

If user specifies <repo>/<skill> (e.g. someone/their-skills/brainstorm), use that repo instead.

Step 2: Fetch marketplace

# Fetch marketplace.json — gh with curl fallback
MARKETPLACE_B64=$(fetch_github "repos/{owner}/{repo}/contents/.claude-plugin/marketplace.json" | python3 -c "import sys,json; print(json.load(sys.stdin)['content'])")
echo "$MARKETPLACE_B64" | base64 -d > /tmp/marketplace.json

Find the skill in the plugins array. If not found, show available skills and abort.

Step 3: Download skill files

# Download the plugin directory — gh with curl fallback
cd /tmp
if command -v gh &>/dev/null; then
  gh api "repos/{owner}/{repo}/tarball/main" > repo.tar.gz
else
  curl -sfL "https://api.github.com/repos/{owner}/{repo}/tarball/main" -o repo.tar.gz
fi
tar xzf repo.tar.gz
# Find and copy the skill
mkdir -p .claude/skills/{skill}/
cp -r */plugins/{skill}/skills/{skill}/* .claude/skills/{skill}/
# Also copy scripts if they exist
cp -r */plugins/{skill}/skills/{skill}/scripts/* .claude/skills/{skill}/ 2>/dev/null
# Cleanup
rm -rf /tmp/repo.tar.gz /tmp/*-claude-skills-*

Step 4: Check requires and dependencies

Read the skill's SKILL.md frontmatter.

Gate: requires.capabilities — If the skill has requires.capabilities, check boot/local.yaml:

import yaml

with open('boot/local.yaml') as f:
    local = yaml.safe_load(f) or {}

# capabilities is a flat list: ['discord', 'telegram', ...]
capabilities = local.get('capabilities', [])
services = local.get('services', {})

# Check each required capability
for cap in skill_requires.get('capabilities', []):
    if cap not in capabilities and not services.get(cap):
        print(f"BLOCKED: skill requires '{cap}' but boot/local.yaml doesn't have it.")
        print(f"Add '{cap}' to the capabilities list in boot/local.yaml, then retry.")
        sys.exit(1)

If a required capability is missing → stop install, tell the user what to add to boot/local.yaml. Do NOT install anyway.

Config tiers — after install, when a skill needs non-secret config:

• wiki/skills/{name}.yaml — non-secret config (bot name, channel, address, etc.)
• .env — secrets only (tokens, API keys, passwords)
• boot/local.yaml — machine/infra only (services installed, network, capabilities list)

Gate: requires.env — If the skill has requires.env, check .env:

for key in ${required_env[@]}; do
  grep -q "^${key}=" .env 2>/dev/null || echo "WARNING: $key not found in .env — skill may not work"
done

Missing env keys are a warning, not a blocker (user may add them later).

Dependencies — If depends: field lists other skills, install them first (recursive).

Step 5: Create parameter file

Create wiki/skills/{skill}.md via brain_writer:

import sys; sys.path.insert(0, '.claude/skills/brain-writer')
from brain_writer import create_entity

create_entity('skills', skill_name, f'''
Parametri per la skill **{skill_name}**.

## Configuration

_Nessuna configurazione necessaria._
''', entity_type='tech', tags=['skill', 'installed', skill_name])

Step 6: Post-install

If the skill directory contains POSTINSTALL.md, read it and execute the instructions. This typically asks the user for configuration (e.g., style samples for ghostwriter, API keys for external services).

Step 7: Update registry

Update wiki/skills/index.yaml:

installed:
  {skill_name}:
    source: {owner}/{repo}
    version: {version from plugin.json}
    installed_at: {today}

Step 8: Confirm

Installed: {skill_name} v{version}
   Source: {registry}
   Config: wiki/skills/{skill_name}.md
   Use: /{skill_name}

Update Flow

When user says /brain update [skill]:

Single skill

1. Read wiki/skills/index.yaml -> get source and current version
2. Fetch latest from registry
3. Compare versions — if same, skip
4. Overwrite .claude/skills/{skill}/ with new code
5. DO NOT touch wiki/skills/{skill}.md (user parameters are sacred)
6. Update version in index.yaml
7. If POSTINSTALL.md changed, notify user of new config options

All skills

Loop through all entries in index.yaml installed: section.

Uninstall Flow

1. Delete .claude/skills/{skill}/ directory
2. Ask user: "Keep config in wiki/skills/{skill}.md? (y/n)"
3. Remove entry from index.yaml

List Flow

/brain list (installed)

Read index.yaml, show table:

Skill         Version  Source              Installed
brainstorm    1.0.0    giobi/claude-skills 2026-03-20
stalker       1.0.0    giobi/claude-skills 2026-03-20

/brain list --available

Fetch marketplace.json, show all plugins with descriptions. Mark installed ones with checkmark.

What's New Flow

Triggered by: /brain nuove, /brain aggiornamenti, /brain che skill nuove ci sono? etc.

Step 1: Fetch marketplace

MARKETPLACE_B64=$(fetch_github "repos/giobi/claude-skills/contents/.claude-plugin/marketplace.json" | python3 -c "import sys,json; print(json.load(sys.stdin)['content'])")
marketplace=$(echo "$MARKETPLACE_B64" | base64 -d)

Step 2: Read installed skills

import yaml
with open('wiki/skills/index.yaml') as f:
    idx = yaml.safe_load(f) or {}
installed = idx.get('installed', {})  # {name: {version, installed_at, source}}

Step 3: Compare

import json

registry_plugins = {p['name']: p for p in marketplace_data['plugins']}

new_skills = []       # in registry, NOT installed
updates_available = []  # installed BUT registry version > local version

for name, plugin in registry_plugins.items():
    if name not in installed:
        new_skills.append(plugin)
    else:
        reg_ver = plugin.get('version', '0.0.0')
        loc_ver = installed[name].get('version', '0.0.0')
        if reg_ver != loc_ver:
            updates_available.append({**plugin, 'installed_version': loc_ver})

Step 4: Output

/brain nuove

🆕 Skill non ancora installate (5):
  telegram     Telegram Bot — send messages, read inbox, manage bot interactions
  discord      Discord Bot — send messages to channels, DMs, and project channels
  gmail        Gmail orchestrator — read, triage, draft in-thread replies
  imagen       AI image generation — Gemini Imagen, fal.ai, Replicate Flux
  schedule     Schedule manager — list, add, edit brain scheduled tasks

🔄 Aggiornamenti disponibili (2):
  brainstorm   v1.0.0 → v1.1.0
  save         v1.0.0 → v1.1.0

Per installare: /brain install <nome>
Per aggiornare tutto: /brain update

Se non c'è niente di nuovo:

Tutto aggiornato ✓ — 28 skill installate, nessuna novità nel registry.

Info Flow

/brain info stalker:

1. Read index.yaml for install info
2. Read .claude/skills/stalker/SKILL.md for description
3. Read wiki/skills/stalker.md for current parameters
4. Show combined info

Parameter Pattern

Skills that need user configuration include a parameters: section in their SKILL.md frontmatter:

---
name: ghostwriter
parameters:
  - name: style_samples
    description: "Writing samples in the user's voice"
    required: true
  - name: tone
    description: "Default tone (formal/informal/technical)"
    default: informal
---

During install, if parameters: exist with required: true, the post-install prompts the user. Parameters are stored in wiki/skills/{name}.md frontmatter.

At runtime, the SKILL.md instructions say: "Read your parameters from wiki/skills/{name}.md".

Doctor Flow

/brain doctor — health check of the entire brain:

Checks (run all, report at end):

1. boot/ files exist: brain.md, soul.md, user.md — MUST exist. local.yaml, domain.md — optional.

2. Frontmatter valid: Scan all .md in wiki/ and diary/ — each MUST have valid YAML frontmatter with at least date and type. Also flag any file named README.md or LICENSE.md as a naming violation — these are anti-patterns in the brain. Files must have semantic names (e.g. deploy-guide.md, concept.md, tech-stack.md). index.md is the only reserved generic name (directory index).

3. index.md/index.yaml present: Every directory in wiki/ SHOULD have an index.md or index.yaml.

4. Diary has project: Every diary entry SHOULD have project: in frontmatter. Skip index.md files (directory indexes, not entries).

5. Skill requires satisfied: For each installed skill, read its SKILL.md requires: and check against boot/local.yaml. Report unmet capabilities.

6. Env keys present: For skills with requires.env, check .env for the keys.

7. Orphan skills: Skills in .claude/skills/ not listed in wiki/skills/index.yaml (neither installed: nor anywhere in the native: section). Read the full native: subtree from index.yaml and flatten all skill names from all sub-lists (zero_deps, needs_services., needs_capabilities., depends.*). Also treat bundled brain skills as always-known: brain, brain-writer, save, bye, project, sessions, todo, engine.

8. Dotted files: Check for any remaining .index.yaml or .index.md (should be index.yaml/index.md).

9. Memory guardian hook: The brain MUST block Claude's built-in memory system (~/.claude/projects/*/memory/). The brain IS the memory — Claude's memory/ directory is redundant and pollutes the system. Check:

   • .claude/hooks/memory-guardian.sh exists and is executable
   • .claude/settings.json has the hook registered on BOTH Write and Edit matchers in PreToolUse
   • If either is missing → FAIL (not WARN) and auto-fix: create the hook script and register it in settings.json.

   Auto-fix: create hook (if missing):

   cat > .claude/hooks/memory-guardian.sh << 'HOOK'
   #!/bin/bash
   # Memory Guardian — blocks writes to Claude's memory/ directory
   # The brain IS the memory. Claude's built-in memory/ is not used.
   set -euo pipefail
   input=$(cat)
   file_path=$(echo "$input" | jq -r '.tool_input.file_path // empty')
   if [[ -z "$file_path" ]]; then
     jq -n '{decision:"approve",reasoning:"No file_path"}'
     exit 0
   fi
   if [[ "$file_path" =~ memory/ ]]; then
     jq -n '{decision:"block",reasoning:"memory/ blocked by brain",message:"BLOCKED: memory/ non va usata. Il brain (wiki/, diary/, boot/) è la tua memoria."}'
     exit 2
   fi
   jq -n '{decision:"approve",reasoning:"Not a memory path"}'
   exit 0
   HOOK
   chmod +x .claude/hooks/memory-guardian.sh
   

   Auto-fix: register in settings.json (if hook exists but not registered): Read .claude/settings.json, ensure hooks.PreToolUse has the memory-guardian on both Write and Edit matchers. Use jq or Python to merge without clobbering existing hooks. The command path must use $CLAUDE_PROJECT_DIR/.claude/hooks/memory-guardian.sh.

Output format:

/brain doctor

PASS  boot/ files complete
PASS  Frontmatter valid (342/342 files)
WARN  Missing index.md in 3 directories
      - wiki/sessions/
      - wiki/skills/
      - storage/awareness/
WARN  12 diary entries without project in frontmatter
PASS  All skill requires satisfied
WARN  FIGMA_ACCESS_TOKEN not in .env (needed by figma)
PASS  No orphan skills
PASS  No dotted index files

Score: 8/8 checks, 3 warnings

Severity: FAIL = broken, needs fix. WARN = suboptimal, should fix. PASS = good.

Doctor Semantic Flow

/brain doctor semantic — deep content analysis, interactive cleanup.

Unlike the structural doctor (which checks format and structure), the semantic doctor reads the actual content of every file, understands what it says, and finds issues that only a human (or a very attentive AI) would notice.

What it detects

Scan the entire brain and classify findings into these categories:

Category	Icon	What it means
ROGUE	📁	Folders/files outside the standard brain structure (not in boot/, wiki/, diary/, todo/, inbox/, public/, storage/, .env)
STUB	📄	Files with frontmatter but empty or near-empty body (<20 words of actual content)
MISPLACED	📍	Content in the wrong location (e.g., project docs in storage/, notes in root, README.md instead of index.md)
DUPLICATE	🔄	Same topic/entity described in multiple files (e.g., same person in wiki/people/ AND referenced inline in a project)
MERGE	🔀	Files that logically belong together (e.g., a project with only 1 file that could be folded into the project index)
STALE	⏰	TODOs referencing completed work, projects with outdated status, entries with old dates and no updates
BLOAT	🫧	Files that are too large and should be split, or contain multiple unrelated topics
ORPHAN	👻	Files not linked from anywhere, not tagged properly, not findable via normal navigation
NAMING	🏷️	Files violating naming conventions (uppercase, underscores, spaces, README.md, non-semantic names)

How it works

Step 1: Full scan

Read every .md and .yaml file in the brain. For each file, note:

• Path and name
• Frontmatter (type, tags, date, project)
• Body content (first 500 chars minimum, full text for small files)
• Size (lines, words)
• Last modified date

Also scan for:

• Non-standard root folders (anything not in the allowed list)
• Files without frontmatter in wiki/ and diary/
• Non-.md files in unexpected places

Step 2: Content analysis

For each file, determine:

• What entity/topic it's about (person, project, concept, how-to, log)
• Whether it overlaps with other files (same person, same project, same topic)
• Whether it's in the right place (a person described in projects/ → should be in people/)
• Whether it's complete (stub check: frontmatter-only or near-empty body)
• Whether it's current (stale check: old TODOs, outdated status)

Cross-reference:

• wiki/people/ entries vs. names mentioned in projects and diary
• wiki/projects/ entries vs. project tags in diary and todo
• TODOs vs. diary entries (was the TODO completed but not closed?)

Step 3: Interactive presentation

Present findings ONE CATEGORY AT A TIME, starting from the most impactful:

🧠 Brain Doctor Semantic — Analisi completa

Trovati 12 problemi in 5 categorie.

---

📁 ROGUE — Cartelle/file fuori struttura (2 trovati)

  1. `progetti/DHL/` — cartella non standard nella root.
     Contiene: README.md (boilerplate React+Vite), nessun file .md del brain.

     Cosa vuoi fare?
     [a] Sposta in storage/dhl/
     [b] Sposta in wiki/projects/dhl/
     [c] Elimina (non contiene dati brain)
     [d] Lascia com'è (skip)

  2. `progetti/EsercizioLoginEcommerce_SpringBoot.zip` — file .zip nella root

     Cosa vuoi fare?
     [a] Sposta in storage/
     [b] Elimina
     [c] Skip

IMPORTANT interaction rules:

• Present ONE category at a time
• Wait for the user to respond to ALL items in the category before moving to the next
• For each finding, provide 2-4 concrete action options plus "skip"
• If the user says "fix all" or "sistema tutto" for a category, apply the recommended action (first option) to all items
• After the user decides, execute the action immediately (move, delete, merge files)
• Show a summary at the end of what was changed

Step 4: Execute actions

For each user decision:

• Move: Use filesystem commands to relocate the file. Update frontmatter if needed (e.g., change type: if moving between domains). Fix any wiki-links pointing to the old path.
• Delete: Remove the file. If it was in an index, update the index.
• Merge: Read both files, combine content intelligently (keep the richer version, append unique info from the other), write the merged file, delete the duplicate.
• Enrich: For stubs, add a TODO prompt: "This file needs content. Would you like to describe [entity] now?"
• Rename: Fix naming violations (lowercase, hyphens, semantic name).

Step 5: Summary

🧠 Doctor Semantic — Riepilogo

Eseguiti: 8 azioni
  - 2 file spostati (progetti/ → storage/)
  - 3 stub arricchiti
  - 1 file rinominato
  - 2 skippati

Il brain è più pulito. Prossimo passo consigliato: /brain doctor (check strutturale).

Notes

• The semantic doctor is conversational — it's a dialogue, not a report
• Always explain WHY something is a finding, not just WHAT
• Respect user decisions — if they skip something, don't nag
• After execution, if the brain has git, suggest a commit with the changes
• Can be triggered with NLP: "pulisci il brain", "riordina", "cosa c'è da sistemare", "mergia i duplicati"

Diff Flow

/brain diff [skill] — show differences between installed skill and upstream:

Single skill

1. Read installed version from wiki/skills/index.yaml
2. Fetch upstream SKILL.md from registry (same fetch_github helper)
3. Compare the two SKILL.md files — show a readable diff
4. If other files exist in the skill dir, note which ones differ

All skills

Loop through installed skills, show summary:

/brain diff

brainstorm    UP TO DATE  (v1.0.0)
stalker       CHANGED     3 lines differ in SKILL.md
public        UP TO DATE  (v1.0.0)
learn         NOT IN REGISTRY  (native skill)

Notes

• Skills are flat in .claude/skills/ — no nesting, no prefixes
• The registry is just a GitHub repo with a marketplace.json
• Anyone can create a registry — just follow the plugin structure
• wiki/skills/ is managed by brain_writer, follows brain conventions
• Works with gh (private repos) or curl (public repos) — no hard dependency on either