How the Achievement Helper Builds a Statement (Rule-Based Assembly, Not an LLM)
The Achievement Helper is a rule-based statement builder that runs entirely in the browser with no AI, LLM, server or network call. The user answers a short guided form about one accomplishment — the Action (what you did), the Result (the outcome), an optional Metric (the number that proves it), an optional Method (how) and an optional Challenge (the context). The tool then assembles those inputs into polished achievement statements using the shared resumeEngine word list. First it picks a fitting strong action verb by a simple intent heuristic that maps keywords in the Action and Result to a verb from the curated ACTION_VERBS list (lead/manage → Led, build/develop → Built, increase/grow → Increased, reduce/cut → Reduced, launch/ship → Launched, and so on). It strips first-person pronouns and any leading weak verb from the Action so the chosen verb opens the line cleanly, then weaves the user’s own metric in. Because it cannot understand the work or know the real figures, wherever a metric belongs and the field was left blank it inserts an obvious [add number] placeholder rather than inventing one.
- Rule-based assembly built on the shared resumeEngine ACTION_VERBS / hasMetric — no AI, LLM, server or upload
- Guided inputs: Action, Result, Metric, Method, Challenge
- Opens each statement with a strong action verb chosen by an intent heuristic
- Weaves in the user’s own metric; never fabricates a number
- Inserts an [add number] placeholder where the metric field is blank
