Skills for Real Engineers. Straight from my .agents directory.
ralph
Agent skill fromagenticnotetaking/arscontexta
Queue processing with fresh context per phase. Processes N tasks from the queue, spawning isolated subagents to prevent context contamination. Supports serial, parallel, batch filter, and dry run modes. Triggers on "/ralph", "/ralph N", "process queue", "run pipeline tasks".
How to install ralph
npx skills add agenticnotetaking/arscontexta# or add only this skill to Claude Code: copy the folder
skill-sources/ralph/
# into
~/.claude/skills/ralph/ (all projects)
.claude/skills/ralph/ (one project)
1## EXECUTE NOW23**Target: $ARGUMENTS**45Parse arguments:6- N (required unless --dry-run): number of tasks to process7- --parallel: concurrent claim workers (max 5) + cross-connect validation8- --batch [id]: process only tasks from specific batch9- --type [type]: process only tasks at a specific phase (extract, create, reflect, reweave, verify, enrich)10- --dry-run: show what would execute without running11- --handoff: output structured RALPH HANDOFF block at end (for pipeline chaining)1213### Step 0: Read Vocabulary1415Read `ops/derivation-manifest.md` (or fall back to `ops/derivation.md`) for domain vocabulary mapping. All output must use domain-native terms. If neither file exists, use universal terms.1617**START NOW.** Process queue tasks.1819---2021## MANDATORY CONSTRAINT: SUBAGENT SPAWNING IS NOT OPTIONAL2223**You MUST use the Task tool to spawn a subagent for EVERY task. No exceptions.**2425This is not a suggestion. This is not an optimization you can skip for "simple" tasks. The entire architecture depends on fresh context isolation per phase. Executing tasks inline in the lead session:26- Contaminates context (later tasks run on degraded attention)27- Skips the handoff protocol (learnings are not captured)28- Violates the ralph pattern (one phase per context window)2930**If you catch yourself about to execute a task directly instead of spawning a subagent, STOP.** Call the Task tool. Every time. For every task. Including create tasks. Including "simple" tasks.31…
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