Results for “one-shot”

Solve a user-specified web task code-as-action style by driving a local Playwright browser through one bash command at a time, saving screenshots and an action log into `final_runs/run_id/`, and visually verifying the result. Use when the user asks to automate a web task (search, filter, form-fill, multi-step flow, data extraction) and wants reusable scripts plus screenshot evidence rather than a one-shot answer.

Capture snapshots, clips, or motion events from RTSP/ONVIF cameras using the camsnap CLI.

Turn a buying signal into a timely, relevant touch. Read the trigger (funding, a new hire, a product launch, a job posting, a tech change), pick the angle it earns, and write the outreach while it is still fresh. Built for B2B outbound teams, customizable to your signals and your voice. Trigger on "someone just raised, what do I send", "they posted a job, draft outreach", "new VP started, reach out", "write a touch off this news", or any signal-to-message task.

Compact the current conversation into a handoff document for another agent to pick up, including suggested skills and references to existing artifacts.

LLaVA-OneVision: Easy Visual Task Transfer

Acquires a single verified headshot per named leader from official sources, with identity checks and a provenance manifest, avoiding bulk scraping.

Summarizes daily development progress into project-local and global diary files, then syncs them to Notion and Obsidian.

Use when planning a USENIX FAST project timeline from venue fit through choosing a Spring or Fall deadline, double-blind submission, the author-response period, shepherding or a one-shot revision, artifact evaluation, and the open-access camera-ready, with backward-planning offsets tuned to storage evaluation and honest handling of the two-deadline cycle.

Use when a task is well-defined, has an automatic way to verify success (tests, linter, build), and is tedious or large enough to benefit from unattended iteration - e.g. "get all tests passing", "implement this spec end to end", "fix every lint error". Not for one-shot changes or work that needs human judgment mid-stream.

Decompose multi-step work into a revisable subgoal plan with stable step IDs, checkpointing, and plan-ahead execution. Load when a task needs explicit planning before action, subgoal decomposition, plan checkpointing, or ReCAP-style plan-ahead execution. Also triggers on "structured plan", "plan with steps", "subgoal graph", "revise the plan", "checkpoint plan", or multi-step tasks where naive one-shot execution would be fragile. Skips trivial single-step tasks. Pairs with dynamic-routing on failure. Distinct from process-decomposer (registry/triage) and problem-to-plan (doc deliverables).