Cross-Channel Daily Review#

Overview#

Use this skill to run a reusable, channel-agnostic daily review workflow:

1. Discover or accept a set of channels.
2. Create one raw review file per channel.
3. Generate one synthesized cross-channel review.
4. Update a machine-readable index.
5. Generate a boss-mode summary for one primary delivery channel.
6. Verify outputs before claiming success.

Default design:

• Primary destination: use the configured preferred destination if present
• Delivery mode: boss-primary
• Review window: last 24 hours
• Missing sources: record explicitly; never silently skip them.

When to use this skill#

Use this skill when the user asks for any of the following:

• “做全渠道每日复盘 / daily cross-channel review”
• “把不同渠道分别复盘，再统一汇总”
• “老板模式摘要 / boss summary / management summary”
• “把 raw、synthesized、index 都生成出来”
• “让这个流程可复用、可发布、可适配不同渠道”
• “每天固定时间自动复盘并推送”

Workflow#

Step 1 — Resolve channels#

First decide the channel set:

• Prefer auto-discovery from available sessions, delivery contexts, or user-provided channel list.
• If the user explicitly names channels, trust that list.
• Do not hardcode a small fixed list of apps as the only valid sources.
• Normalize source names to lowercase slugs that match the environment.

Read references/channel-adapter-spec.md before implementing or extending channel handling.

Step 2 — Collect and normalize channel evidence#

For each candidate channel, gather:

• time window
• source references (session path, session key, channel id, or equivalent)
• conversational scope inside the channel (DM / group / thread / room / topic)
• participant shape (single bot, multi-bot, workflow group chat, etc.) when knowable
• a concise raw excerpt or evidence summary
• collection status: active | configured | missing | collection_failed

Normalize each channel into the common object shape described in references/channel-adapter-spec.md.

Important:

• do not assume one channel has only one bot
• do not assume one channel maps to one conversation
• support multiple bots and multiple sessions inside the same channel scope

Step 3 — Write raw review files#

Write one file per channel under:

text

memory/daily-review/raw/YYYY/MM/<channel>_YYYY-MM-DD.md

Use scripts/write_raw_reviews.py with normalized JSON when possible.

Rules:

• Always write one file per resolved channel.
• If a channel has no confirmed data, still write a file with 状态：未检出 or failure reason.
• Include the checked sources. Do not silently omit missing channels.

Template: assets/raw-template.md

Step 4 — Generate the synthesized review#

Create exactly one synthesized report for the date:

text

memory/daily-review/synthesized/YYYY/MM/YYYY-MM-DD.md

The report must cover these 5 dimensions:

1. ❌ 做错了什么
2. ⚠️ 没做好的地方
3. ✅ 做得好的地方
4. 📝 遗漏事项
5. 💡 改进建议

Use assets/synthesized-template.md and references/review-dimensions.md.

Step 5 — Update the index#

Update or append the record in:

text

memory/daily-review/index.json

Prefer scripts/update_index.py.

Index records should capture at least:

• date
• active channels
• missing channels
• synthesized file path
• boss summary path (if built)
• verification status

Step 6 — Build boss-mode summary#

Build a shorter management summary from the synthesized report.

Default behavior:

• delivery_mode = boss-primary
• boss_channel = primary

If the user configured a preferred destination, use it. If that destination is unavailable, fallback to the first verified available destination and state that clearly.

Use scripts/build_boss_summary.py and assets/boss-summary-template.md.

Step 7 — Verify before reporting success#

Run verification with scripts/verify_outputs.py before claiming completion.

Minimum checks:

• raw files exist for all resolved channels
• synthesized file exists and is non-empty
• index updated successfully
• boss summary exists if requested
• delivery target resolved successfully

Never report “done” without verification output.

Delivery modes#

Read references/delivery-modes.md when choosing output behavior.

Supported modes:

• boss-primary — send only to one primary channel; default
• broadcast — send to multiple channels
• generate-only — write outputs but do not push externally

Formatting rules#

Read references/formatting-standard.md when generating user-visible summaries.

Hard rules:

• Keep sections clearly separated.
• One major numbered point per paragraph block.
• Do not collapse everything into one dense wall of text.
• Put the final action checklist in a standalone text code block when needed.

Failure handling#

Read references/failure-handling.md when anything is missing or degraded.

Important:

• Distinguish missing from collection_failed.
• Distinguish “no recent data” from “channel not configured”.
• If delivery falls back from a preferred destination to another verified destination, state it explicitly.

Resources#

scripts/#

• discover_channels.py — scan real OpenClaw session transcripts and produce channel candidates
• score_discovery_confidence.py — attach confidence scores to channel/scope inference results
• normalize_channel_data.py — normalize channel metadata to one schema
• write_raw_reviews.py — write per-channel raw review markdown files
• update_index.py — create/update index.json (daily / weekly / monthly)
• synthesize_review.py — generate one synthesized cross-channel review from normalized scope-aware data
• render_periodic_summary.py — generate weekly or monthly rollup summaries
• plan_retention.py — produce retention/archive candidates from index policy
• verify_retention_readiness.py — check whether a month is ready for archive/cleanup
• archive_daily_layer.py — archive eligible daily raw / synthesized / boss outputs into archive tree
• mark_archived_records.py — mark archived daily records inside index metadata
• render_cron_plan.py — render the recommended cron automation chain for this skill
• run_retention_cycle.py — run planner + readiness + archive + mark as one lifecycle step
• build_boss_summary.py — render management summary markdown from synthesized metadata
• resolve_delivery_target.py — resolve requested destination with safe fallback
• verify_outputs.py — verify expected outputs exist and are non-empty

references/#

• architecture.md — system model and data flow
• channel-adapter-spec.md — normalized channel schema and adapter contract
• review-dimensions.md — criteria for the 5 review dimensions
• delivery-modes.md — boss-primary / broadcast / generate-only
• formatting-standard.md — user-visible formatting rules
• failure-handling.md — status model and fallback behavior
• lifecycle-automation.md — archive-first lifecycle stages and recommended automation chain
• release-readiness.md — what is strong now vs what is still pre-release
• known-limitations.md — current gaps and intentionally disabled behavior
• validation-report.md — verified behaviors and remaining checks before public upload

assets/#

• raw-template.md
• synthesized-template.md
• boss-summary-template.md
• index-template.json