agent-framework

Release pipeline for already-done local work. Dispatches /ground-state pre-flight, runs the project test suite, drafts a commit message for user approval, pushes, and opens a PR with a structured verification summary. Use when local changes are ready to hand off to review — e.g. 'ship this', 'push and open a PR', 'release this work'. Add --verify to trigger an adversarial verifier wave on the diff before a human reads the PR.

Surface recurring friction from Claude Code's native telemetry and identify actionable skill opportunities. Use when the user runs /forge-friction.

Bootstraps a dispatchable Claude sub-agent skill for every coding agent CLI installed on this machine (codex, aider, cursor, etc.). Use when the user wants to delegate tasks to locally-installed agent CLIs or expand the plugin's agent fleet.

Map a web UI and generate a Claude automation skill via parallel reconnaissance, synthesis, and iterative validation.

Set up a scheduled headless Claude run that sends summaries to Telegram. Use when the user wants to automate a recurring task via launchd (macOS) with push-notified results.

Reference convention for sub-agent I/O schemas. Loaded by orchestrator skills via /agent-workflow-amplifiers:contract and into agents (e.g., qualify) via the `skills:` field.

Before starting any non-trivial implementation (multi-file edits, new features, config changes, anything that writes), dispatch a parallel pre-flight reconnaissance wave to triangulate git state, project infrastructure, and prior-session memory. Produces a 5-line ground-truth snapshot that grounds the implementation and catches wrong-branch edits, assumed-no-CI, stale origin, and missed memory context before the first edit.

One-prompt API integration pipeline. Takes any API (docs URL, name, or description) and produces a working CLI wrapper + skill + tests.

One-prompt provider bridge. Takes any coding agent CLI (name, docs URL, or install steps) and produces a modular local API server compatible with Claude Code via Anthropic: POST /v1/messages. Includes a {provider}-claude launcher.

Dispatches two sub-agents in parallel to gather external and local context for the current task.

Resolves PR code review feedback. Use when the user asks to fix, address, or resolve issues from a code review or PR review.

Takes a loose idea and transforms it into a structured, actionable spec ready for implementation. Use when the user passes an idea, feature request, or problem description that needs scoping before building.

Orchestrates parallel browser automation by dispatching sub-agents to independent Chrome tabs. Use when the task can be decomposed into multiple independent browser workflows that benefit from parallel execution across separate tabs. EXPERIMENTAL — requires a running MCP-compatible browser tab server.