wick-automate: spot the repetition, propose the automation (v1.4.0)#6
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Detect task repetition in the work stream and propose the right automation - a
deterministic PROGRAM or a judgment SKILL (or both). The program-vs-skill classifier,
a stability gate (don't automate a moving target), and a payoff estimate are the core.
Added:
- .claude/skills/wick-automate/SKILL.md - detect (literal/structural/frictional) ->
decide-if-worth-it -> classify program|skill|both -> draft -> propose (never auto-build)
- tools/wick-observer.mjs - PostToolUse hook logging {ts,tool,target} to
memory/.observations.jsonl for cross-session mining (no LLM, no network, never blocks)
- CLAUDE.md + WICK.md - offered-reflection now offers wick-automate when a task repeats >=3x
Skills 11 -> 12. All four scanners green. Observer smoke-tested. version 1.3.0 -> 1.4.0.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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New efficiency skill: detect when a task is repeated often enough to be worth automating, then propose the right automation - a deterministic PROGRAM or a judgment SKILL (or both). Core is the program-vs-skill classifier + a stability gate (don't automate a moving target) + a payoff estimate. Ships wick-automate skill + tools/wick-observer.mjs (PostToolUse hook -> memory/.observations.jsonl for cross-session mining) + a CLAUDE.md/WICK.md offered-reflection trigger. Skills 11->12. All four scanners green; observer smoke-tested; v1.3.0->1.4.0.