
Launch PRD discovery with codebase grounding and context ingestion
Enhance a prompt for better outputs with analysis and optimization
Run evaluation suites against the Loa framework
Translate technical documentation into executive-ready communications
Query Flatline protocol knowledge base via NotebookLM integration
# skill-b Test skill B from test-pack for unit testing. ## Purpose Used in test_pack_support.bats to verify pack validation and skill loading.
Browse and install construct packs from the Loa Constructs Registry
Execute sprint tasks with production-quality code and tests
# Test Skill A minimal skill for framework testing. ## Constraints - C-PROC-001: Never write code outside implement - C-PROC-005: Always complete full review cycle
# skill-a Test skill A from test-pack for unit testing. ## Purpose Used in test_pack_support.bats to verify pack validation and skill loading.
Validate sprint implementation against acceptance criteria
# expired-skill Test skill with expired license for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of expired licenses.
Triage a bug report through structured phases and create micro-sprint
Analyze codebase to extract reality into Loa artifacts
Run Bridge — Autonomous Excellence Loop
# grace-skill Test skill in license grace period for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of licenses in grace period.
Autonomous sprint execution mode
BUTTERFREEZONE Generation Skill
Create comprehensive sprint plan based on PRD and SDD
Autonomous skill extraction from debugging discoveries. Activates when agents find non-obvious solutions through investigation, experimentation, or trial-and-error. Captures these discoveries as reusable skills for future sessions.
Simstim - HITL Accelerated Development Workflow
Design and deploy production infrastructure
Create comprehensive Software Design Document based on PRD
Red Team — Generative Adversarial Security Design
Credential management and audit for API keys and secrets
Security and quality audit of application codebase
Autonomous agent execution mode
Run documentation-driven testing against Ground Truth and protocols
Bridgebuilder — Autonomous PR Review
Install Loa framework onto an existing repository
# valid-skill Test skill with valid license for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of valid licenses.
Host security hardening and risk-tolerance configuration for OpenClaw deployments. Use when a user asks for security audits, firewall/SSH/update hardening, risk posture, exposure review, OpenClaw cron scheduling for periodic checks, or version status checks on a machine running OpenClaw (laptop, workstation, Pi, VPS).
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).
--- parallel_threshold: null timeout_minutes: 60 zones: system: path: .claude permission: none state: paths: [grimoires/loa, .beads] permission: read-write app: paths: [src, lib, app] permission: read --- # Architecture Designer <objective> Transform Product Requirements Documents (PRDs) into comprehensive, actionable Software Design Documents (SDDs) that serve as the definitive technical blueprint for engineering teams during sprint planning and implementation. G
Local speech-to-text with the Whisper CLI (no API key).
# Lobster Lobster executes multi-step workflows with approval checkpoints. Use it when: - User wants a repeatable automation (triage, monitor, sync) - Actions need human approval before executing (send, post, delete) - Multiple tool calls should run as one deterministic operation ## When to use Lobster | User intent | Use Lobster? | | ------------------------------------------------------ | --------------------------
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.
Notion API for creating and managing pages, databases, and blocks.
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Control Philips Hue lights/scenes via the OpenHue CLI.
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
--- parallel_threshold: null timeout_minutes: 60 zones: system: path: .claude permission: none state: paths: [grimoires/loa, .beads] permission: read-write app: paths: [src, lib, app] permission: read --- # Sprint Planner <objective> Transform PRD and SDD into actionable sprint plan with 2.5-day sprints, including deliverables, acceptance criteria, technical tasks, dependencies, and risk mitigation. Generate `grimoires/loa/sprint.md`. </objective> <zone_constrain
<input_guardrails> ## Pre-Execution Validation Before main skill execution, perform guardrail checks. ### Step 1: Check Configuration Read `.loa.config.yaml`: ```yaml guardrails: input: enabled: true|false ``` **Exit Conditions**: - `guardrails.input.enabled: false` → Skip to skill execution - Environment `LOA_GUARDRAILS_ENABLED=false` → Skip to skill execution ### Step 2: Run Danger Level Check **Script**: `.claude/scripts/danger-level-enforcer.sh --skill deploying-infrastructure --
# skill-a Test skill A from test-pack for unit testing. ## Purpose Used in test_pack_support.bats to verify pack validation and skill loading.
Manage Trello boards, lists, and cards via the Trello REST API.
Gemini CLI for one-shot Q&A, summaries, and generation.
Autonomous skill extraction from debugging discoveries. Activates when agents find non-obvious solutions through investigation, experimentation, or trial-and-error. Captures these discoveries as reusable skills for future sessions.
ElevenLabs text-to-speech with mac-style say UX.
Control Eight Sleep pods (status, temperature, alarms, schedules).
# skill-b Test skill B from test-pack for unit testing. ## Purpose Used in test_pack_support.bats to verify pack validation and skill loading.
Control Sonos speakers (discover/status/play/volume/group).
Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.
Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.
--- parallel_threshold: 3000 timeout_minutes: 120 zones: system: path: .claude permission: none state: paths: [grimoires/loa, .beads] permission: read-write app: paths: [src, lib, app] permission: read --- <input_guardrails> ## Pre-Execution Validation Before main skill execution, perform guardrail checks. ### Step 1: Check Configuration Read `.loa.config.yaml`: ```yaml guardrails: input: enabled: true|false ``` **Exit Conditions**: - `guardrails.input
Send WhatsApp messages to other people or search/sync WhatsApp history via the wacli CLI (not for normal user chats).
Get current weather and forecasts (no API key required).
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.
# Mounting the Loa Framework You are installing the Loa framework onto a repository. This is the first step before the Loa can ride through the codebase. > *"The Loa mounts the repository, preparing to ride."* ## Core Principle ``` MOUNT once → RIDE many times ``` Mounting installs the framework. Riding analyzes the code. --- ## Pre-Mount Checks ### 1. Verify Git Repository ```bash if ! git rev-parse --git-dir > /dev/null 2>&1; then echo "❌ Not a git repository. Initialize with 'git i
<prompt_enhancement_prelude> ## Invisible Prompt Enhancement Before executing main skill logic, apply automatic prompt enhancement to user's request. ### Step 1: Check Configuration Read `.loa.config.yaml` invisible_mode setting: ```yaml prompt_enhancement: invisible_mode: enabled: true|false ``` If `prompt_enhancement.invisible_mode.enabled: false` (or not set), skip to main skill logic with original prompt. ### Step 2: Check Command Opt-Out If this command's frontmatter specifies `
# expired-skill Test skill with expired license for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of expired licenses.
--- parallel_threshold: 3000 timeout_minutes: 60 zones: system: path: .claude permission: none state: paths: [grimoires/loa, .beads] permission: read-write app: paths: [src, lib, app] permission: read --- <input_guardrails> ## Pre-Execution Validation Before main skill execution, perform guardrail checks. ### Step 1: Check Configuration Read `.loa.config.yaml`: ```yaml guardrails: input: enabled: true|false ``` **Exit Conditions**: - `guardrails.input.ena
Analyze codebase to extract reality into Loa artifacts
Manage Apple Reminders via the `remindctl` CLI on macOS (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output.
Capture frames or clips from RTSP/ONVIF cameras.
Use the ClawHub CLI to search, install, update, and publish agent skills from clawhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawhub CLI.
Query Google Places API (New) via the goplaces CLI for text search, place details, resolve, and reviews. Use for human-friendly place lookup or JSON output for scripts.
iMessage/SMS CLI for listing chats, history, watch, and sending.
Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
Edit PDFs with natural-language instructions using the nano-pdf CLI.
Use when you need to control Slack from OpenClaw via the slack tool, including reacting to messages or pinning/unpinning items in Slack channels or DMs.
Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
Manage Things 3 via the `things` CLI on macOS (add/update projects+todos via URL scheme; read/search/list from the local Things database). Use when a user asks OpenClaw to add a task to Things, list inbox/today/upcoming, search tasks, or inspect projects/areas/tags.
Extract frames or short clips from videos using ffmpeg.
Start voice calls via the OpenClaw voice-call plugin.
Terminal Spotify playback/search via spogo (preferred) or spotify_player.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
<input_guardrails> ## Pre-Execution Validation Before main skill execution, perform guardrail checks. ### Step 1: Check Configuration Read `.loa.config.yaml`: ```yaml guardrails: input: enabled: true|false ``` **Exit Conditions**: - `guardrails.input.enabled: false` → Skip to skill execution - Environment `LOA_GUARDRAILS_ENABLED=false` → Skip to skill execution ### Step 2: Run Danger Level Check **Script**: `.claude/scripts/danger-level-enforcer.sh --skill run-mode --mode {mode}`
X/Twitter CLI for reading, searching, posting, and engagement via cookies.
<input_guardrails> ## Pre-Execution Validation Before main skill execution, perform guardrail checks. ### Step 1: Check Configuration Read `.loa.config.yaml`: ```yaml guardrails: input: enabled: true|false ``` **Exit Conditions**: - `guardrails.input.enabled: false` → Skip to skill execution - Environment `LOA_GUARDRAILS_ENABLED=false` → Skip to skill execution ### Step 2: Run Danger Level Check **Script**: `.claude/scripts/danger-level-enforcer.sh --skill autonomous-agent --mode
Foodora-only CLI for checking past orders and active order status (Deliveroo WIP).
--- parallel_threshold: 2000 timeout_minutes: 90 zones: system: path: .claude permission: none state: paths: [grimoires/loa, .beads] permission: read-write app: paths: [src, lib, app] permission: read --- <prompt_enhancement_prelude> ## Invisible Prompt Enhancement Before executing main skill logic, apply automatic prompt enhancement to user's request. ### Step 1: Check Configuration Read `.loa.config.yaml` invisible_mode setting: ```yaml prompt_enhancement: i
Local text-to-speech via sherpa-onnx (offline, no cloud)
Search for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
Capture and automate macOS UI with the Peekaboo CLI.
Transcribe audio via OpenAI Audio Transcriptions API (Whisper).
# Simstim - HITL Accelerated Development Workflow <objective> Orchestrate the complete Loa development cycle (PRD → SDD → Sprint → Implementation) with integrated Flatline Protocol reviews at each stage. Human drives planning phases interactively while HIGH_CONSENSUS findings auto-integrate. "Experience the AI's work while maintaining your own consciousness." — Gibson, Neuromancer </objective> <input_guardrails> - PII filter: enabled - Injection detection: enabled - Danger level: moderate (o
Manage Apple Notes via the `memo` CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks OpenClaw to add a note, list notes, search notes, or manage note folders.
--- parallel_threshold: 2000 audit_categories: 5 timeout_minutes: 60 zones: system: path: .claude permission: none state: paths: [grimoires/loa, .beads] permission: read-write app: paths: [src, lib, app] permission: read --- <input_guardrails> ## Pre-Execution Validation Before main skill execution, perform guardrail checks. ### Step 1: Check Configuration Read `.loa.config.yaml`: ```yaml guardrails: input: enabled: true|false ``` **Exit Conditions**:
# valid-skill Test skill with valid license for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of valid licenses.
Control headless Chrome via Cloudflare Browser Rendering CDP WebSocket. Use for screenshots, page navigation, scraping, and video capture when browser automation is needed in a Cloudflare Workers environment. Requires CDP_SECRET env var and cdpUrl configured in browser.profiles.
Create, search, and manage Bear notes via grizzly CLI.
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.
Generate or edit images via Gemini 3 Pro Image (Nano Banana Pro).
Build or update the BlueBubbles external channel plugin for OpenClaw (extension package, REST send/probe, webhook inbound).
# Enhancing Prompts <objective> Analyze prompt quality, classify task type, and enhance with optimized templates while preserving original intent. Provides transparent feedback showing what was enhanced and why. </objective> <inputs> - `prompt`: The user's original prompt to analyze and enhance - `--analyze-only`: (optional) Show analysis without enhancement - `--task-type <type>`: (optional) Force a specific task type </inputs> <workflow> ## Phase 1: Analysis Analyze the prompt for compone
# Canvas Skill Display HTML content on connected OpenClaw nodes (Mac app, iOS, Android). ## Overview The canvas tool lets you present web content on any connected node's canvas view. Great for: - Displaying games, visualizations, dashboards - Showing generated HTML content - Interactive demos ## How It Works ### Architecture ``` ┌─────────────────┐ ┌──────────────────┐ ┌─────────────┐ │ Canvas Host │────▶│ Node Bridge │────▶│ Node App │ │ (HTTP Server) │ │ (TCP
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
Batch-generate images via OpenAI Images API. Random prompt sampler + `index.html` gallery.
# Browsing Constructs Skill ## Purpose Provide a multi-select UI for browsing and installing packs from the Loa Constructs Registry. Enables composable skill installation per-repo. ## Invocation - `/constructs` - Smart default: manage installed packs OR browse to install - `/constructs browse` - Browse available packs with selection UI - `/constructs install <pack>` - Install specific pack directly - `/constructs list` - List installed packs - `/constructs search <query>` - Search packs by n
--- name: discord description: Use when you need to control Discord from OpenClaw via the discord tool: send messages, react, post or upload stickers, upload emojis, run polls, manage threads/pins/search, create/edit/delete channels and categories, fetch permissions or member/role/channel info, or handle moderation actions in Discord DMs or channels. metadata: {"openclaw":{"emoji":"🎮","requires":{"config":["channels.discord"]}}} --- # Discord Actions ## Overview Use `discord` to manage messa
# grace-skill Test skill in license grace period for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of licenses in grace period.
Search and analyze your own session logs (older/parent conversations) using jq.
OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
# Flatline Knowledge Skill ## Purpose Provides optional NotebookLM integration for the Flatline Protocol, enabling external knowledge retrieval from curated AI-powered notebooks. ## Overview This skill automates browser interaction with Google NotebookLM to query organizational knowledge bases. It serves as a Tier 2 knowledge source, supplementing the local grimoire search (Tier 1). ## Architecture ``` Flatline Protocol │ ▼ ┌─────────────────┐ │ Knowledge Hub │ ├───────────
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.
--- name: food-order description: Reorder Foodora orders + track ETA/status with ordercli. Never confirm without explicit user approval. Triggers: order food, reorder, track ETA. homepage: https://ordercli.sh metadata: {"openclaw":{"emoji":"🥡","requires":{"bins":["ordercli"]},"install":[{"id":"go","kind":"go","module":"github.com/steipete/ordercli/cmd/ordercli@latest","bins":["ordercli"],"label":"Install ordercli (go)"}]}} --- # Food order (Foodora via ordercli) Goal: reorder a previous Foodo
# expired-skill Test skill with expired license for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of expired licenses.
# grace-skill Test skill in license grace period for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of licenses in grace period.
# skill-a Test skill A from test-pack for unit testing. ## Purpose Used in test_pack_support.bats to verify pack validation and skill loading.
# valid-skill Test skill with valid license for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of valid licenses.
# skill-b Test skill B from test-pack for unit testing. ## Purpose Used in test_pack_support.bats to verify pack validation and skill loading.
Execute sprint tasks with production-quality code and tests
Install Loa framework onto an existing repository
Run evaluation suites against the Loa framework
Red Team — Generative Adversarial Security Design
Analyze codebase to extract reality into Loa artifacts
Run documentation-driven testing against Ground Truth and protocols
Translate technical documentation into executive-ready communications
Launch PRD discovery with codebase grounding and context ingestion
Validate sprint implementation against acceptance criteria
Enhance a prompt for better outputs with analysis and optimization
Launch PRD discovery with codebase grounding and context ingestion
Autonomous skill extraction from debugging discoveries. Activates when agents find non-obvious solutions through investigation, experimentation, or trial-and-error. Captures these discoveries as reusable skills for future sessions.
Browse and install construct packs from the Loa Constructs Registry
Credential management and audit for API keys and secrets
Run Bridge — Autonomous Excellence Loop
# expired-skill Test skill with expired license for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of expired licenses.
# valid-skill Test skill with valid license for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of valid licenses.
# Test Skill A minimal skill for framework testing. ## Constraints - C-PROC-001: Never write code outside implement - C-PROC-005: Always complete full review cycle
Create comprehensive Software Design Document based on PRD
# Test Skill A minimal skill for framework testing. ## Constraints - C-PROC-001: Never write code outside implement - C-PROC-005: Always complete full review cycle
Simstim - HITL Accelerated Development Workflow
# skill-b Test skill B from test-pack for unit testing. ## Purpose Used in test_pack_support.bats to verify pack validation and skill loading.
# skill-b Test skill B from test-pack for unit testing. ## Purpose Used in test_pack_support.bats to verify pack validation and skill loading.
Autonomous sprint execution mode
Run Bridge — Autonomous Excellence Loop
Validate sprint implementation against acceptance criteria
# grace-skill Test skill in license grace period for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of licenses in grace period.
# skill-a Test skill A from test-pack for unit testing. ## Purpose Used in test_pack_support.bats to verify pack validation and skill loading.
Create comprehensive sprint plan based on PRD and SDD
Analyze codebase to extract reality into Loa artifacts
Execute sprint tasks with production-quality code and tests
# grace-skill Test skill in license grace period for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of licenses in grace period.
Query Flatline protocol knowledge base via NotebookLM integration
# expired-skill Test skill with expired license for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of expired licenses.
Run evaluation suites against the Loa framework
Create comprehensive Software Design Document based on PRD
# valid-skill Test skill with valid license for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of valid licenses.
Bridgebuilder — Autonomous PR Review
Bridgebuilder — Autonomous PR Review
Autonomous skill extraction from debugging discoveries. Activates when agents find non-obvious solutions through investigation, experimentation, or trial-and-error. Captures these discoveries as reusable skills for future sessions.
Design and deploy production infrastructure
Autonomous agent execution mode
Security and quality audit of application codebase
Security and quality audit of application codebase
BUTTERFREEZONE Generation Skill
Autonomous sprint execution mode
Generate factual, code-grounded GTM documents with BridgeBuilder voice and deterministic verification
Enhance a prompt for better outputs with analysis and optimization
# skill-a Test skill A from test-pack for unit testing. ## Purpose Used in test_pack_support.bats to verify pack validation and skill loading.
Translate technical documentation into executive-ready communications
Create comprehensive sprint plan based on PRD and SDD
Query Flatline protocol knowledge base via NotebookLM integration
BUTTERFREEZONE Generation Skill
Run documentation-driven testing against Ground Truth and protocols
Simstim - HITL Accelerated Development Workflow
Triage a bug report through structured phases and create micro-sprint
Browse and install construct packs from the Loa Constructs Registry
Credential management and audit for API keys and secrets
Design and deploy production infrastructure
Red Team — Generative Adversarial Security Design
Install Loa framework onto an existing repository
Autonomous agent execution mode
Triage a bug report through structured phases and create micro-sprint
--- parallel_threshold: 2000 audit_categories: 5 timeout_minutes: 60 zones: system: path: .claude permission: none state: paths: [loa-grimoire, .beads] permission: read-write app: paths: [src, lib, app] permission: read --- # Paranoid Cypherpunk Auditor <objective> Perform comprehensive security and quality audit of code, architecture, infrastructure, or sprint implementations. Generate prioritized findings with actionable remediation at the appropriate output pat
--- parallel_threshold: 2000 timeout_minutes: 90 zones: system: path: .claude permission: none state: paths: [loa-grimoire, .beads] permission: read-write app: paths: [src, lib, app] permission: read --- # Discovering Requirements <objective> Synthesize existing project documentation and conduct targeted discovery interviews to produce a comprehensive PRD at `loa-grimoire/prd.md`. </objective> <persona> **Role**: Senior Product Manager | 15 years | Enterprise & S
--- parallel_threshold: 3000 timeout_minutes: 60 zones: system: path: .claude permission: none state: paths: [loa-grimoire, .beads] permission: read-write app: paths: [src, lib, app] permission: read --- # Senior Tech Lead Reviewer <objective> Review sprint implementation for completeness, quality, security, and architecture alignment. Either approve (write "All good" + update sprint.md with checkmarks) OR provide detailed feedback at `loa-grimoire/a2a/sprint-N/en
--- parallel_threshold: null timeout_minutes: 60 zones: system: path: .claude permission: none state: paths: [loa-grimoire, .beads] permission: read-write app: paths: [src, lib, app] permission: read --- # Sprint Planner <objective> Transform PRD and SDD into actionable sprint plan with 2.5-day sprints, including deliverables, acceptance criteria, technical tasks, dependencies, and risk mitigation. Generate `loa-grimoire/sprint.md`. </objective> <zone_constraints
--- parallel_threshold: null timeout_minutes: 60 zones: system: path: .claude permission: none state: paths: [loa-grimoire, .beads] permission: read-write app: paths: [src, lib, app] permission: read --- # Architecture Designer <objective> Transform Product Requirements Documents (PRDs) into comprehensive, actionable Software Design Documents (SDDs) that serve as the definitive technical blueprint for engineering teams during sprint planning and implementation. Ge
Golden path /speak — generate RLM-isolated follow-ups with chronicle temporal context injection.
# Riding Through the Codebase You are analyzing an existing codebase to generate evidence-grounded Loa artifacts following the v0.6.0 Enterprise-Grade Managed Scaffolding model. > *"The Loa rides through the code, channeling truth into the grimoire."* ## Core Principles ``` CODE IS TRUTH → Loa channels CODE → Grimoire reflects REALITY ``` 1. **Never trust documentation** - Verify everything against code 2. **Flag, don't fix** - Dead code/issues flagged for human decision 3. **Evidence requi
# skill-a Test skill A from test-pack for unit testing. ## Purpose Used in test_pack_support.bats to verify pack validation and skill loading.
Scan all artifacts for confidence metadata and report staleness using pure derived scoring.
--- parallel_threshold: 3000 timeout_minutes: 120 zones: system: path: .claude permission: none state: paths: [loa-grimoire, .beads] permission: read-write app: paths: [src, lib, app] permission: read --- # Sprint Task Implementer <objective> Implement sprint tasks from `loa-grimoire/sprint.md` with production-grade code and comprehensive tests. Generate detailed implementation report at `loa-grimoire/a2a/sprint-N/reviewer.md`. Address feedback iteratively until s
Compare user expectations (UTCs) with code reality to identify gaps. Use when you need to understand discrepancies between what users expect and what code actually does.
Batch scan canvases for GAP sections, deduplicate, route to correct repos, draft issue bodies, and file confirmed issues.
Automated end-to-end feedback pipeline that pulls new Supabase entries, enriches, classifies, routes to canvases, and generates a synthesis report.
Parallel multi-user processing using Claude Code native teams. Leader spawns workers per user, each runs /ingest-dm, leader aggregates for cross-canvas patterns.
Read agent interaction logs across packs and detect operational patterns. Emits state-transition FeedbackEvents for degradation/recovery.
Golden path /grow — confirm proposed matches, classify evidence, update confidence, run decay, surface growth changes. Full L4 backpropagation orchestrator.
Single-user conversation import that creates an enriched canvas scaffold from a DM export.
Diagnostic-first user research for support conversations and feedback analysis. Reaches Level 3 (user goal) before investigating or fixing. Applies The Mom Test methodology to extract product insights from bug reports and feature requests.
Re-validate an artifact and update its confidence inputs. Routes to appropriate re-validation skill based on artifact type.
Golden path /listen — ingest all new signals: chronicle releases, Supabase feedback, DM exports, growth matches.
Capture user feedback as hypothesis-first research using Level 3 diagnostic. Forms theories (not conclusions) from quotes.
List user canvases and shape common patterns into journey definitions. Use when consolidating user research into testable user flows.
RLM-isolated follow-up generation: orchestrator + per-user subagent architecture where cross-user contamination is architecturally impossible.
Cognition orchestrator — analyze canvases, distill fears via /distill subagent, run gap analysis, optional cross-user synthesis.
Bulk convert legacy user research profiles to UTC (User Truth Canvas) format. Use when migrating existing research from grimoires/pub/research/users/ to laboratory.
Analyze a user canvas and distill structured fears, steering targets, and synthesis features into a cognition sidecar file.
Show what changed since last validation for a specific artifact. Computes confidence without writing to frontmatter.
# DevRel Translator Skill (Enterprise-Grade v2.0) <skill_context> You are an elite Developer Relations professional with 15 years of experience. You operate as a **Senior Financial Auditor for codebases**—verifying code ledgers against documentation reports to surface Ghost Assets (documented but missing features) and Undisclosed Liabilities (undocumented systems). Your task: Translate the "Ground Truth" discovered by /ride into strategic narratives for non-technical stakeholders, enabling bus
Golden path /shape — consolidate journey patterns across canvases and file gap issues.
# Mounting the Loa Framework You are installing the Loa framework onto a repository. This is the first step before the Loa can ride through the codebase. > *"The Loa mounts the repository, preparing to ride."* ## Core Principle ``` MOUNT once → RIDE many times ``` Mounting installs the framework. Riding analyzes the code. --- ## Pre-Mount Checks ### 1. Verify Git Repository ```bash if ! git rev-parse --git-dir > /dev/null 2>&1; then echo "❌ Not a git repository. Initialize with 'git i
Validate gap hypotheses by manually simulating features for individual users and measuring commitment, not satisfaction.
# valid-skill Test skill with valid license for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of valid licenses.
# expired-skill Test skill with expired license for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of expired licenses.
# skill-b Test skill B from test-pack for unit testing. ## Purpose Used in test_pack_support.bats to verify pack validation and skill loading.
# DevOps Crypto Architect Skill You are a battle-tested DevOps Architect with 15 years of experience building and scaling infrastructure for crypto and blockchain systems at commercial and corporate scale. You bring a cypherpunk security-first mindset, having worked through multiple crypto cycles, network attacks, and high-stakes production incidents. <objective> Design and deploy production-grade infrastructure for crypto/blockchain projects with security-first approach. Generate IaC code, CI
Capture point-in-time MER (MiDi Experience Record) for a wallet — data state, visual screenshot, perception context, and decision metadata.
Golden path /see — refresh stale score snapshots and identify canvases needing MER capture.
Create GitHub/Linear issues from gap analysis reports with proper taxonomy labels. Use when you need to file a gap as a trackable issue.
# grace-skill Test skill in license grace period for unit testing. ## Purpose Used in test_constructs_loader.bats to verify correct handling of licenses in grace period.