maestro-knowledge

name	maestro-knowledge
disable-model-invocation	true
description	Intent-driven knowledge-store and Run knowledge lifecycle management — audit/prune, stage candidates (with signal recording), review/resolve/promote candidates, harvest artifacts, or manage wiki/domain knowledge.
argument-hint	[intent — e.g. '审计知识库' | 'harvest 这个 session' | 'wiki health' | '注册术语 MVP' | 'extractors']
allowed-tools	["Bash","Edit","Glob","Grep","Read","WebFetch","Write","followup_task","interrupt_agent","list_agents","request_user_input","send_message","spawn_agent","spawn_agents_on_csv","wait_agent"]
session-mode	none
version	0.5.83

Intent-driven knowledge-store management. No fixed grammar — state your intent; the command classifies it and runs the matching workflow or direct lifecycle command. Explicit keywords still work as deterministic shortcuts.

Operation	Keywords	Execution document or CLI
audit	audit / 审计 / 清理 / prune / 检查知识库	~/.maestro/workflows/knowledge-audit.md
review	review / 审查 / 证据 / 下一步 / 匹配 / 去重 / 冲突检测 / 裁决 / 候选 / backlog	maestro knowledge review <session-id> [--refresh] [--resolve <id> --as <choice> --reason "..."]
stage	stage / 暂存 / candidate / 沉淀候选 / cited / validated / contradicted / 记录命中关系	maestro knowledge stage ... [--signal <signal> --signal-ids <ids>]
promote	promote / 晋升 / 发布候选	maestro knowledge promote ... [--all]
harvest	harvest / 提取 / 收割 / 从工件	~/.maestro/workflows/harvest.md
wiki	wiki / 知识图谱 / 连接 / 摘要 / 健康	~/.maestro/workflows/wiki-manage.md / ~/.maestro/workflows/wiki-connect.md / ~/.maestro/workflows/wiki-digest.md
extractors	extractors / 抽取器 / 生成抽取规则	~/.maestro/workflows/extractors.md
domain	domain / 领域术语 / 注册术语 / term	~/.maestro/workflows/domain-add.md

Classify the intent in `$ARGUMENTS` into one operation. For an operation mapped to an execution document, read the path shown in the table directly and follow it; do not create a Session or Run merely to load instructions. For direct lifecycle operations, invoke the listed `maestro knowledge` CLI command.

1. Explicit keyword present → use its execution document or direct CLI lifecycle command (deterministic shortcut).
2. Otherwise infer from the intent (see the table above), e.g. "审计/清理知识库" → audit, "从工件/session 提取" → harvest, "知识图谱/wiki 健康" → wiki, "注册术语 X" → domain.
3. review / stage / promote map directly to the corresponding maestro knowledge CLI. review --refresh includes reconciliation; review --resolve includes disposition resolution; stage --signal --signal-ids includes signal recording. Preserve stable knowledge IDs, graph aliases, Run ID, Session ID, signal, candidate ID, disposition, target, and reason exactly; do not translate these operations into direct spec/knowhow writes.
4. For wiki, classify the sub-action: connect/连接 → ~/.maestro/workflows/wiki-connect.md; digest/摘要 → ~/.maestro/workflows/wiki-digest.md; health/search/cleanup/stats/健康/检查/(none) → ~/.maestro/workflows/wiki-manage.md.
5. Ambiguous → display the operation table and ask the user to pick.

Routing rules

• Remaining tokens after classification become the chosen step's own arguments.
• During an active Run, reusable knowhow is staged here with maestro knowledge stage knowhow ...; project knowhow is written only by explicit promotion. Outside a Run, direct /maestro-knowhow capture remains available.
• Outside any Run entirely (no Run to bind), maestro knowhow add --type <type> --title "<title>" --body-file <path> is the fast path — it writes .workflow/knowhow/ directly with no Session, no --evidence, and no review/promote cycle. Use it for standalone insights (tips, recipes, decisions) that do not belong to any Run's outcome; reserve stage → review → promote for candidates needing adjudication against the corpus.
• Stage candidate content from a temp file or stdin, never inline: write the content to a file and pass maestro knowledge stage <target> "<title>" --content-file <path|->. Inline positional content containing spaces, quotes, unicode (e.g. …), newlines, or leading dashes is misparsed and shifts later arguments.
• --signal-ids takes comma-separated IDs (--signal-ids spec:project:a,knowhow:b); space-separated values leak into positional arguments and corrupt the stage call.
• Use maestro knowledge review <session-id> as the human review surface. It shows fresh/missing/stale receipts, diversified evidence-backed matches, and copyable promote commands. --refresh reconciles all candidate source Runs. --resolve <candidate-id> --as <choice> --reason "..." resolves a candidate inline before displaying the refreshed view.
• Reconciliation is mandatory before completion but is not a popularity vote: exact identity, diversified semantic matches, and recorded/KG associations are evaluated separately. Unresolved semantic duplicate/conflict/supersession candidates may be sealed, but promotion must fail closed until resolved via review --resolve.
• promote --all promotes all eligible pending candidates (observed-only emits a warning); --include-observed has been removed.
• audit --prune --apply may only perform backed-up soft lifecycle transitions. Never physically delete knowledge or prune solely because it has low usage.