// Layer 03 · Modules · Powers

Skills and tools that give it its powers.

What the agent can do and what it can reach. Every capability below runs on the same brain and the same harness. Most ship in the open-source plugin; the ones marked deployment come with a forward-deployed setup, because they need your systems (telemetry, chat, a support desk) to exist. Industry modules bundle them for one sector, with the regulatory knowledge that sector needs.

33 skills · 50+ playbooks70+ tools5 packs6 industry modules

// 01 · the work

Plan and run

Projects and tasks

One markdown file per task with frontmatter and a thread. A board that regenerates from them.

project · task_create · task_update · task_thread · task_query · task_close · task_scan

Roadmap

A north-star plan rendered as one self-contained HTML page: lanes, milestones, horizons, its content kept as JSON other pages can read.

roadmap

Attention

Your day in one place: today cut to three, work carried over, the week and month with their progress, the roadmap milestones in flight, and the reviews and replies waiting on you. Opens the dashboard, one page per project, and writes your standup.

attention · attention_write

Goals ladder

Goals for the day, week, month, and year, set by interview and tied to real tasks; the day and the week get scored.

goals

Flywheel

A cross-project working session: catch up on recent sessions, triage every active task against the roadmap, advance each project.

flywheel

Second-model review

A different model reviews anything you made (a proposal, a plan or spec, a document, or code) and writes its findings on one dossier; the agent verifies each finding, fixes the real ones, and hands back the next round.

adversarial-review

Tax and books

What tax you owe right now across your companies and personal return, every deadline as a dated task, receipts filed to a ledger, the monthly close for your accountant, and estimate planning before the penalty, not after.

tax

Briefings and pulses

Morning and evening briefings and a one-minute pulse.

briefing

Session radar

A checklist for every session: what got done, what is in progress, the decisions waiting on you, and its resume command, from the attention skill. Find one by what it did.

attention · find-session

Customer bugs and requests

with a deployment

Your support channels mined for reported defects and feature asks: a severity-ranked bug report and a voice-of-customer report, both mapped to the backlog.

customer-feedback

Itineraries

A trip planned end to end into a print-ready HTML itinerary.

itinerary

// 02 · the code

Build and ship

Worktrees

Parallel agents on one repo: sibling worktrees created, bootstrapped with your local config, and torn down.

setup-worktree · setup_worktree · list_worktrees · remove_worktree

Pull requests

An adversarial review of a teammate’s PR across correctness, security, regressions, and tests, verified against the code and the local build, with comments ready to paste at file and line; reply mode judges every thread on your own PR. The review on your own PR gets answered and a walkthrough preps you to present it. Once it lands, a deploy health check verifies the rollout.

engineer · github_pr_view · github_pr_diff · github_pr_checks · github_pr_comments · github_run_log

API collections

Requests drafted as Bruno or Postman collections, or plain curl, that you fire from your own client.

api-collections · curl_run

Deploy health check

with a deployment

Post-deploy verification anchored on the commit, with a canary traced through the changed code, or a standing sweep across the whole system. Pass, warn, or fail per check, read-only, saved as a report.

health-check

Plan specs

An intent turned into a spec and a plan before any code is written, with a design section for code: the caller’s usage first, a rejected alternative, and a check on every task.

plan-spec

Engineering

Code work run as a playbook: reproduce and root-cause a bug, build a feature from a named data shape, refactor against pinned behavior, measure a slowdown, or settle a design with a throwaway prototype. Twenty-three named engineering principles back every step, proof is the running artifact rather than a green build, and a comment pass runs before you see the diff.

engineer

Flow audits

with a deployment

A critical flow (onboarding, identity verification, a rate-limited endpoint) audited end to end against its spec and its live data, with findings and fix prompts.

health-check kyc-flow · health-check rate-endpoint

Tests, from the session

with a deployment

The repo’s own test commands discovered and run from inside the session, results read back.

testing_commands · testing_run

GitHub, from the session

Issues, pull-request lists, workflow runs, and fast-forwards without leaving the terminal.

github_issue_list · github_issue_view · github_pr_list · github_run_list · github_fast_forward

Release and upgrade

Versioned releases with an upgrade contract; a home reconciled after every update.

release · upgrade · run_upgrade

// 03 · the world

Reach and see

Browser

A bundled headless browser for screenshots, styled PDFs, page-to-Markdown, and recordings, plus scripted flows that sign in and click through real pages.

browser-flows · browser_flows · browser_screenshot · browser_pdf · browser_markdown · browser_record

Media

An audio or video file made readable: a timestamped transcript made on-device, screenshots at the moments that matter, a summary of what was said and shown, and repro steps from a bug-report video.

media · media_transcribe · video_frames

Logs and uptime

with a deployment

Your telemetry, queried from the session: a request timeline by correlation ID, error rates, incidents, and the log lines behind a customer report.

betterstack

Database, read-only

Queries and schema against a production replica, or a fork you can break.

database_query · database_schema · database_list · database_fork

Investigate

with a deployment

A ticket, a production anomaly, or a bug traced across logs, the database, the codebase, and git history into a structured brief. Read-only.

investigate

Web search

Live search results with sources, from inside the session.

web_search

Chat, read-only

with a deployment

Multi-channel summaries, thread pulls, and workspace search over the channels the team works in.

slack · slack_channels · slack_history · slack_thread · slack_search

Support desk, read-only

with a deployment

Queue pulses, issue deep-dives, and account lookups from the desk your support team runs.

pylon · pylon_issues · pylon_issue · pylon_account

Search Console and PageSpeed

Queries, impressions, indexing, and Core Web Vitals for any site you own.

seo console · seo speed · gsc_query · gsc_inspect · page_speed_audit

SERP and rank

Real Google results, AI overviews, and a domain-authority proxy for trend tracking.

seo serp · seo rank · serpapi_search · open_page_rank

SEO audit and WordPress

A read-only audit across every SEO source, and WordPress content through its public API.

seo audit · wordpress-rest

// 04 · the context

Brain and memory

Capture

Feed the brain anything: a thought, a file, a URL, the clipboard, a correction.

capture

Compile

Raw sessions and captures become a structured wiki that loads next session.

knowledge-compile · compile_next · compile_write · knowledge_lint

Self-review

Monthly upkeep: stale tasks, memory and articles pruned with you, then feedback turned into changes to the agent’s own prompts.

self-review

Sync

One pass through every maintenance operation, ending in a status, any decisions due, and a next move.

sync · memory_prune · links_rewrite

Dashboard

The mission-control page regenerated from the home: today, tasks, projects, sessions, brain, reports.

dashboard · dashboard · report_write

Seed bundles

An agent’s persona and setup exported as a zip; a teammate’s fresh home imports it.

seed · seed_scan · seed_export · seed_import

Diagrams and prose

Mermaid validated before it ships; AI tells stripped from any text.

mermaid · humanizer

Onboarding

A guided first run, a rename across the home, packs and custom skills configured.

init · rename-agent · configure-skills · codex_setup

// Packs · switch on with a credential

Five packs, one key each.

SEO

Shipped

Search Console, PageSpeed, SERP data, domain rank, WordPress content.

Browser

Shipped

A bundled headless browser: screenshots, PDFs, page-to-markdown, recorded flows.

Database

Shipped

Read-only queries and schema against a production replica or a fork.

GitHub

Shipped

Pull requests, checks, run logs, issues, and fast-forwards from inside a session.

API

Shipped

Request collections drafted as files the team fires from its own client.

// Layer 03 · a head start, then yours

open · Apache-2.0 · self-hosted

Seeded head start

33 skills, 50+ playbooks, 70+ tools, eight packs, six industry modules.

private · forward-deployed engineering

Tuned to you

Your own skills and tools: the functions, data, and workflows only your company has.

Become AI-native.

Forward-deployed engineering, custom-tuned per industry. Pre-revenue customers and design partnerships welcomed in select industries.

How AgentLayer engages →