Automation

Hanzi Browse delegates browsing tasks to a sub-agent in the user's own signed-in Chrome. Use it for authenticated sites, posting, forms, or when web fetch tools hit login walls or return empty results.

Job Application Helper applies to jobs in a real browser by reading postings, matching them to a resume, and filling application forms. It is used for supported ATS flows and stops before final submission for review.

LinkedIn Prospector finds people on LinkedIn and sends personalized connection requests based on a networking, sales, partnerships, hiring, or research goal. It uses browser automation for logged-in prospecting and stops if LinkedIn shows rate limits or CAPTCHA.

Re-scans named competitors and the market category for changes since the founder's brief, surfacing positioning threats or opportunities and updating documentation accordingly. Use when a rival rebrands, a new tool appears, or market shifts are sensed.

Turn developer love into revenue by enabling champions and choosing a GTM model. Use when developers adopt the free tier but nobody pays, when the founder is cold-selling the VP instead of arming the developer, or when picking between open-source, PLG, inbound, and sales-led.

Ralph Loop Init transforms an approved implementation plan into a .ralph workspace with prd.json, loop.py, CLAUDE.md, and progress files. Use it to start or resume iterative execution from a plan.

Rekal Init turns on Rekal memory in the current repository with `rekal init`. Use it when setting up Rekal here or when a command says the repo is not initialized.

Social Poster drafts platform-specific posts and publishes them from a signed-in browser. Use it when you need to adapt content for LinkedIn, X, Reddit, Hacker News, or Product Hunt and approve each draft before posting.

Diagnoses a founder's GTM bottleneck and generates a prioritized, stage-aware roadmap saved as a living document. Use it to turn scattered tactics into a clear plan and always know the next move.

Tendril Debug Job analyzes a Tendril job’s logs, prompt, and raw tool stream to reconstruct what happened and find issues in the promptware, memory, tools, or execution. Use it when a job failed or behaved unexpectedly and you need actionable fixes.

Tendril Debug Plan analyzes a Tendril plan’s logs, session JSONL, verification results, and infrastructure checks to find why execution failed or behaved unexpectedly. Use it to diagnose plan quality issues and produce concrete bugfix recommendations.

Tendrillable finds open GitHub issues that an agent can resolve from the issue text and repo alone, then ranks the best candidates for one-shot code changes. Use it to triage a backlog for localized, testable work with no clarifying questions.