By lookatitude
Orchestrates a multi-specialist agent team through a structured build lifecycle (init, ideate, plan, build, qa, ops) with automated wiki knowledge capture, adversarial review gates, self-evolving skills, and MCP-backed persistent memory.
Self-maintenance — static security audit of installed Guild scripts (SHA-256 hashes, network/filesystem flags) + the static boundary-check section. Read-only static analysis. Dispatches to guild:audit.
Development — context-assemble + dispatch lanes. Backend (agent_mode/tmux) is resolved once at intake via the run-start preflight snapshot — not selected per-phase. Snapshot effective.agent_mode drives lane dispatch (team / agent / subagent).
Manage the project config surface .guild/settings.json — the single JSON file holding every Guild option (rigor, review/adversarial, host, agent_mode/tmux dispatch ladder, auto-approve gates, loops, quality budgets, wiki, per-run role pins). `config init` (= `reconcile sync`) scaffolds it fully-documented and never-clobbers on re-run; `config reconcile check|sync|repair` reconciles `.guild/settings.json` against the typed config-schema SoT (provenance-aware, never overwrites user values, security keys fail closed); `config show` prints the resolved config; `config show --sources` annotates each key AND each phase-permission decision (host_mode/guild_gates/bypass) with its inheritance layer; `config show --render` renders the resolved config into each of the 16 registered host config shapes (fail-closed on local/secret leaks); `config set` performs a scoped hard-set write; `config role <host|advisory|adversarial> <host_id|null>` pins a per-run role to a registry host (scoped, provenance-stamped, never-clobber); `config ui list|get|sources|set` is the native CLI/agents-file settings render/edit surface — driven by CONFIG_UI_METADATA it lists config groups/keys/values/sources and edits any key, honoring the metadata's confirmation-strength (a danger/strongest key needs `--confirm`), routing every write through the config API; app/connector hosts report blocked; `config validate` / `config validate --effective` runs closed-key checks on the raw or post-inheritance resolved config; `config providers detect` probes available cross-review providers and prints a detection table; `config update-mcp-hashes` re-pins the SHA-256 MCP tool-description hashes (D-MCP). CLI flags always override settings.json (7-source precedence: builtin < workspace < workspace-local < project < project-local < rigor < CLI). Full schema: https://guildstack.dev/docs/configuration
Launch the local benchmark web dashboard over this project's runs + knowledge (runs table, knowledge-graph explorer, wiki browser). Resolves the benchmark checkout, serves on a free local port, bulk-imports the project's run logs, prints the URL. No network I/O without explicit confirmation (--install). Dispatches to guild:dashboard.
Self-maintenance — run the evolve pipeline on one skill/instance. --auto runs unattended (promotion gate still respected). Dispatches to guild:evolve-skill.
The on-demand `powerful` supervisor a stuck low-tier agent consults. Answers EXACTLY ONE escalated sub-question, seeing only the draft + question + a compact critique instruction — NEVER the raw file/project context (that withholding keeps the call cheap). Returns a `guild.handoff.v2` envelope; the cheap/mid agent continues with the answer folded in. The §3 advisor-escalation net (cost-aware-tiering ADR), NOT a standalone reviewer (O-1: no reviewer type ships). TRIGGER only via escalation: an agent emits `status: escalate` + `escalate_reason`, OR the coordinator detects an uncertainty marker / short output and routes one sub-question here. DO NOT TRIGGER for: a fresh task lane (developer/backend/frontend/mobile); a systems-design or ADR pass (architect designs, advisor critiques a slice); G6 receipt review (guild:review); the quality gate (guild:guild-quality); whole-transcript review or wholesale re-runs; direct use as a general critic. The advisor sees a draft + a question, never a repo.
The generic `mid`-tier task-lane implementer: takes a settled plan lane and writes/refactors its code (draft, reason, build), escalating to the advisor when above its tier. The default ephemeral worker for implementation lanes that are NOT domain-recognizable. TRIGGER for "implement this lane", "build this task", "write the code for X", "refactor this module" where the work has no clear domain home. DO NOT TRIGGER for: API/data-layer/migrations/integrations/queue/worker code (backend); web frontend (frontend); iOS/Android/RN/Expo (mobile); systems design, tradeoffs, ADRs (architect — developer implements after the design); test strategy / suite shape (qa — developer writes pinning tests only); deploy/CI/CD/IaC/observability (devops); security audits, threat models, auth review (security); content/commercial work (writing/commercial groups); skill/hook/command authoring — dev-team. If a lane is domain-recognizable, hand off, not absorb. A `powerful` need escalates to advisor, never self-promote.
The full guild:operations skill — the 5-runbook-class taxonomy with split autonomy posture, the 4 non-negotiable safety rails + mandatory pre-flight (machine-checkable as 5 booleans), ExecuteRunbook + the advisory G-operations trail, and the guild.release.v1 ↔ D8 close-gate three-leg field join (consume-only). TRIGGER for "run the runbook", "operations", "deploy/release runbook", "monitoring", "incident", "rollback", "maintenance", "ops". DO NOT TRIGGER for the quality gate / release readiness computation (guild:quality owns it), for authoring a runbook's content (devops-* specialists produce it), or for closing the initiative (InitiativeCloseout owns D8 closure — operations only supplies evidence).
Init-phase skill — onboard an existing repo or scaffold new-product knowledge; build the wiki and (brownfield) the cheap-scan CodebaseMap + a confidence-tagged architecture-map stub. The deep KnowledgeGraph + tour are lazy and gated, NOT produced at Init. Drives the /guild:init phase entrypoint.
The full guild:quality skill — deterministic SignalScan→SelectMatrix selection, RunChecks under sandbox + canonical budget, the advisory G-quality challenger trail, and the COMPUTED ReleaseGate predicate with the --auto-approve BLOCK-override asymmetry. TRIGGER for "run quality", "quality gate", "release readiness", "should we release", "run the checks", "quality selection", "release gate". DO NOT TRIGGER for operations/runbooks (guild:operations owns release/monitoring/incident/rollback/maintenance), for authoring or installing a test framework (qa-* specialists own that), or for the D8 initiative close-gate (InitiativeCloseout owns closure).
Guild's five operating principles — Think-before-doing, Simplicity-first, Surgical-changes, Goal-driven-execution, Evidence-over-claims — loaded as the mandatory prelude for every Guild specialist (engineering, writing, or commercial). The first four are Karpathy's 4; the fifth is Guild's addition. Includes per-group adaptations so a copywriter, a backend engineer, and an SEO specialist each read the rules in their own idiom. TRIGGER when a user or specialist asks "what are Guild's principles", "what's the specialist prelude", "how should I adapt these principles for a copywriter / marketer / engineer", "what does surgical changes mean for a technical writer", "remind me of the Karpathy 4 plus evidence rule", or any variant — including single-principle lookups scoped to a specific role. DO NOT TRIGGER for trivial one-off tasks (typo fixes, branch pushes, single-line renames) where a principles review is overkill, or for generic LLM-ethics / alignment questions unrelated to Guild.
Change/blast-radius analyser — the learn-* family member that produces the per-run DiffUnderstanding (guild.diff_understanding.v1): which graph nodes/layers a base→head diff touches, and which changed files no node explains (untraced). Feeds P2 plan-impact (guild:plan) and the P3 scope-check (guild:verify-done). TRIGGER for "analyse this diff", "what does this change affect", "blast radius of this PR", "learn diff", "plan-impact for this change", "which layers does this touch". DO NOT TRIGGER for: the cheap-scan map (guild:learn-map), the deep graph (guild:learn-graph), tour narration (guild:learn-onboard), file/module explanation (guild:learn-explain), or generic git diffing without graph grounding.
Matches all tools
Hooks run on every tool call, not just specific ones
Admin access level
Server config contains admin-level keywords
Based on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
Modifies files
Hook triggers on file write and edit operations
Modifies files
Hook triggers on file write and edit operations
Uses power tools
Uses Bash, Write, or Edit tools
Uses power tools
Uses Bash, Write, or Edit tools
A Guild Stack plugin for AI coding hosts that gives you self-evolving teams of specialist agents.
Guild turns a single coding session into a disciplined guild: /guild "<task>"
runs brainstorm, composes a team, writes per-specialist plans, assembles tight
context bundles, dispatches specialists, reviews, verifies, and reflects. Every
significant question becomes a structured decision. Every skill edit is a
versioned artifact with rollback. Nothing durable is written without passing a
gate.
templates/specialists/*.md per role, minted on demand into your project's
.guild/agents/ by team composition — plus the 2 machinery agents the plugin
registers directly (advisor, developer; one agents/*.md each).guild-principles), 39 meta
(the workflow spine + decisions + reflect + evolve + create-specialist +
rollback + audit + diagnose + v1.4 loop/review helpers), 11 knowledge
(wiki ingest / query / lint + the learn-* family), 58 specialist skills
(2–5 per specialist), and the guild-operations + guild-quality gate skills./guild:guild [brief] plus the phase verbs
/guild:init|ideate|plan|build|qa|ops, helpers /guild:status|resume,
nouns /guild:wiki|initiative, and maintenance
/guild:evolve|rollback|stats|audit|fix|migrate. The : plugin namespace
stays (Claude Code requires it) — v2 drops only the redundant guild-
command prefix (v1 /guild:guild-wiki → v2 /guild:wiki); every command is
/guild:<verb> (v1→v2: https://guildstack.dev/docs/migration-v1-to-v2).Supported / Supported (beta) / Supported (app) / Supported (connector))
is kept separate from the receipt-derived Public State; no host is ever
claimed beyond its verified evidence. Missing capabilities degrade to a
lesser substrate — the phase still runs and the degradation is written to disk.
See the Guild docs site → https://guildstack.dev/hosts.SessionStart, UserPromptSubmit, PreToolUse,
PostToolUse, PreCompact, SubagentStop, Stop, TaskCreated,
TaskCompleted, TeammateIdle.scripts/.mcp-servers/guild-memory/ (BM25 over the wiki
once it crosses ~200 pages) and mcp-servers/guild-telemetry/ (structured
trace query). Both stdio-only, no network. Guild runs without them.agent_mode ladder) — tmux visible panes
(in-session or detached); InProcessTeamBackend (implemented: orchestrator
consumes a declarative dispatchPlan, each specialist runs as an independent
Agent-tool call, no tmux required); remote cross-host SSH dispatch; SUBAGENT
last resort for CI / fresh installs. See the Guild docs site → https://guildstack.dev/docs/architecture.https://guildstack.dev/docs/configuration (models.*).index: "auto",
default). Direct-parse below threshold; disable with index: "off".
See the Guild docs site → https://guildstack.dev/docs/configuration (defaults.index.*).models.shortOutputThreshold). Calibrate with
the calibrate-o3-cli tool in the separate guild-benchmark repo.
See the Guild docs site → https://guildstack.dev/docs/configuration.security.bypass_permissions_policy
(capability-scope enforcement), 3-stage secrets redaction
(secrets_policy.*), and structured trace cost rollup via the
guild-telemetry MCP (trace_cost_rollup).
See the Guild docs site → https://guildstack.dev/docs/configuration.npx claudepluginhub lookatitude/guild --plugin guildUpstash Context7 MCP server for up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your LLM context.
Consult multiple AI coding agents (Gemini, OpenAI, Grok, Perplexity, plus codex, antigravity, and grok CLIs when installed) to get diverse perspectives on coding problems
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
Access thousands of AI prompts and skills directly in your AI coding assistant. Search prompts, discover skills, save your own, and improve prompts with AI.
Develop, test, build, and deploy Godot 4.x games with Claude Code. Includes GdUnit4 testing, web/desktop exports, CI/CD pipelines, and deployment to Vercel/GitHub Pages/itch.io.
Production-grade engineering skills for AI coding agents — covering the full software development lifecycle from spec to ship.