agentic-content-analyzer

Execute roadmap items iteratively with policy-aware vendor routing and learning feedback

Orchestrate the full plan-review-implement-validate-PR lifecycle with multi-vendor review convergence

OpenBao/Vault credential seeding and management scripts

Comprehensive project health diagnostic — collects signals from CI tools, existing reports, deferred issues, and code markers into a prioritized finding report

Generate changelog entries and suggest semantic version bumps from git history

HTTP fallback bridge for coordinator when MCP transport is unavailable

Readiness gate for sync-point operations — inspect validation, rework, and active-agent state before merge

Identify high-value next features using architecture artifacts, code signals, and active OpenSpec context

Remediate findings from bug-scrub report — auto-fixes, agent-assisted fixes, and quality verification

Implement approved OpenSpec proposal with tiered execution (coordinated / local-parallel / sequential)

Iteratively refine a feature implementation by identifying and fixing bugs, edge cases, and improvements

Iteratively refine an OpenSpec proposal by identifying and fixing completeness, clarity, feasibility, scope, consistency, testability, parallelizability, and assumptions issues

One front door for Langfuse — combines the Langfuse Agent Skill (best practices + docs), the Langfuse CLI (full API surface via npx), and the Langfuse MCP server (native prompt-management tool calls). Use when instrumenting an app, querying or modifying Langfuse data (traces, prompts, datasets, scores, sessions, evals), looking up Langfuse documentation, or configuring Langfuse for a new repo. Routes between Skill knowledge / CLI / MCP based on intent.

Triage, review, and merge open pull requests from multiple sources (OpenSpec, Jules, Codex, Dependabot, manual)

Shared parallel execution infrastructure: DAG scheduling, review dispatch, consensus synthesis, scope checking

Create OpenSpec proposal with tiered execution (coordinated / local-parallel / sequential)

Decompose a proposal into prioritized OpenSpec change candidates with a dependency DAG. Scaffolds a proposal first if none exists.

Drive a deployed frontend via Playwright using OpenSpec WHEN/THEN scenarios; emit behavioral_failure findings.

Delegate small ad-hoc tasks to any configured vendor without OpenSpec ceremony

Refresh architecture analysis artifacts (docs/architecture-analysis/) from the codebase

Open the artifacts relevant to a review (OpenSpec proposal, branch changes, or explicit paths) in VS Code, in a curated read-order, in the right worktree.

Shared roadmap artifact validation, checkpointing, learning-log helpers, and context assembly

Cloud environment bootstrap (setup script + verify hook) and coordinator lifecycle hooks

Structured decision records for session logs and merge logs at phase boundaries

Configure and verify coordinator access for CLI MCP and Web/Cloud HTTP runtimes

Analyze codebase for structural tech debt using software design principles from Fowler's Refactoring, the Design Stamina Hypothesis, and the AWS Builders' Library

Operate Railway infrastructure: create projects, provision services and databases, manage object storage buckets, deploy code, configure environments and variables, manage domains, troubleshoot failures, check status and metrics, and query Railway docs. Use this skill whenever the user mentions Railway, deployments, services, environments, buckets, object storage, build failures, or infrastructure operations, even if they don't say "Railway" explicitly.

Deploy locally, run security scans and behavioral tests, check CI/CD, and verify OpenSpec spec compliance

Validation scripts for work packages, parallel zones, and work results

Worktree lifecycle management scripts — setup, teardown, heartbeat, pin, GC, merge

Coordinate OpenSpec proposals with coordinator issue tracking and isolated git worktree execution. Implements systematic spec-driven development with parallel agent coordination.

Merge approved PR, migrate open tasks, archive OpenSpec proposal, and cleanup branches

Identify high-value next features using architecture artifacts, code signals, and active OpenSpec context

Remediate findings from bug-scrub report — auto-fixes, agent-assisted fixes, and quality verification

Implement approved OpenSpec proposal through to PR creation

Iteratively refine a feature implementation by identifying and fixing bugs, edge cases, and improvements

Iteratively refine an OpenSpec proposal by identifying and fixing completeness, clarity, feasibility, scope, consistency, testability, and parallelizability issues

Create OpenSpec proposal for a new feature and await approval

Deploy locally, run security scans and behavioral tests, check CI/CD, and verify OpenSpec spec compliance

Coordinate OpenSpec proposals with Beads task tracking and isolated git worktree execution. Implements systematic spec-driven development with parallel agent coordination.