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marshail-delegate-to-learn

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UpdatedJuly 9, 2026 at 15:59

MARSHAIL Learn / improve stage. Delegate when the user asks to "merge the phase learnings", "produce learning-rollup.md", "promote learnings into AGENTS.md / README / rules / skills / subagents / prompts / checklists", "draft a new rule from the learnings", "draft a new skill / subagent from the learnings", "promote durable items into the knowledge layer", "close the loop on this change", "what should we keep from this change?". Also delegate after the Rollout stage (or the PR stage if rollout was skipped) for any change with phase learning files worth promoting. The subagent merges and dedupes learnings, groups them into buckets, proposes per-bucket diffs (human-approved), and routes the knowledge bucket via marshail-knowledge-curator mode from-learning.

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crestreach

crestreach/marshail

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Software DevelopersComputer and Mathematical Occupations·SOC 15-1252

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name

marshail-delegate-to-learn

description

marshail-delegate-to-learn

Delegate this to the marshail-learner subagent. Do not inline the workflow — the agent owns it.

Call contract

Subagent: marshail-learner
Pass: all learning/phase-*.learning.md files for the change; pointers to update targets (AGENTS.md, README.md, .marshail/rules/, .marshail/skills/, .marshail/agents/, .marshail/knowledge/).
Expect back: learning-rollup.md; per-bucket proposed diffs (human-approved before applying); files dropped into .marshail/knowledge/learn/inbox/ for the knowledge bucket.
On result: for the knowledge bucket, hand off to marshail-delegate-to-knowledge-maintain (from-learning) with paths to the inbox files just added. For new skills / subagents / rules drafted under .marshail/, run the agent-config sync afterwards.

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Run a whole MARSHAIL change end-to-end. Delegate when the user asks to "run MARSHAIL on this", "do a full MARSHAIL change for X", "orchestrate this change end-to-end", "drive this through MARSHAIL stages", "manage stage transitions for me", "resume this MARSHAIL change", "pick up where the change left off", "I want one orchestrator instead of juggling stages", or any high-level "do the whole thing under MARSHAIL" intent. Also delegate when starting a new change in a MARSHAIL repo (with `.marshail/` initialized) and the user wants per-stage approval gates managed automatically. The subagent agrees scope, detects current stage from on-disk artifacts, dispatches per-stage agents, and surfaces approval gates.

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name

marshail-delegate-to-learn

description

marshail-delegate-to-learn

Delegate this to the marshail-learner subagent. Do not inline the workflow — the agent owns it.

Call contract

Subagent: marshail-learner
Pass: all learning/phase-*.learning.md files for the change; pointers to update targets (AGENTS.md, README.md, .marshail/rules/, .marshail/skills/, .marshail/agents/, .marshail/knowledge/).
Expect back: learning-rollup.md; per-bucket proposed diffs (human-approved before applying); files dropped into .marshail/knowledge/learn/inbox/ for the knowledge bucket.
On result: for the knowledge bucket, hand off to marshail-delegate-to-knowledge-maintain (from-learning) with paths to the inbox files just added. For new skills / subagents / rules drafted under .marshail/, run the agent-config sync afterwards.