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Sustainability Summary

skill-tiangong-ai-agent-skills-sustainability-summary · by tiangong-ai

Retrieve time-windowed relevant sustainability RSS evidence from the RSS metadata SQLite database and optionally join DOI-keyed enriched content from a separate fulltext SQLite database. Use when generating grounded daily, weekly, monthly, or custom-range digests after relevance labeling.

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Install

$ agentstack add skill-tiangong-ai-agent-skills-sustainability-summary

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

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● 12d ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

Sustainability Summary

Core Goal

  • Read only relevant (is_relevant=1) records from RSS DB.
  • Build compact RAG context from DOI-keyed entries.
  • Include optional enriched content from separate fulltext DB entry_content when available.
  • Let the agent synthesize final summary text with evidence anchors.

Triggering Conditions

  • Receive requests for daily/weekly/monthly sustainability digests.
  • Receive requests for custom date-range summaries.
  • Need evidence-grounded output from labeled RSS entries and enriched content.

Input Requirements

  • Required tables: feeds, entries (from sustainability-rss-fetch).
  • entries must be DOI-keyed and relevance-labeled.
  • Optional fulltext DB table: entry_content (from sustainability-fulltext-fetch).
  • RSS DB and fulltext DB must be different files.

Workflow

  1. Build retrieval context by time window.
export SUSTAIN_RSS_DB_PATH="/absolute/path/to/workspace-rss-bot/sustainability_rss.db"
export SUSTAIN_FULLTEXT_DB_PATH="/absolute/path/to/workspace-rss-bot/sustainability_fulltext.db"

python3 scripts/time_report.py \
  --rss-db "$SUSTAIN_RSS_DB_PATH" \
  --content-db "$SUSTAIN_FULLTEXT_DB_PATH" \
  --period weekly \
  --date 2026-02-10 \
  --max-records 120 \
  --max-per-feed 20 \
  --summary-chars 8192 \
  --fulltext-chars 8192 \
  --pretty \
  --output /tmp/sustainability-weekly-context.json
  1. Generate final summary from returned records + aggregates.
  1. Cite evidence using DOI + URL for key claims.

Time Window Modes

  • --period daily --date YYYY-MM-DD
  • --period weekly --date YYYY-MM-DD
  • --period monthly --date YYYY-MM-DD
  • --period custom --start ... --end ...

Default Fields

  • doi,timestamp_utc,timestamp_source,feed_title,feed_url,title,url,summary,fulltext_status,fulltext_length,fulltext_excerpt

Configurable Parameters

  • --rss-db
  • --content-db
  • SUSTAIN_RSS_DB_PATH
  • SUSTAIN_FULLTEXT_DB_PATH
  • --period
  • --date
  • --start
  • --end
  • --max-records
  • --max-per-feed
  • --summary-chars
  • --fulltext-chars
  • --top-feeds
  • --top-keywords
  • --fields
  • --output
  • --pretty
  • --fail-on-empty

Error Handling

  • Missing required DOI-based tables: fail fast with setup guidance.
  • RSS DB and fulltext DB path collision: fail fast and require separate files.
  • Invalid date/time/field list: return parse errors.
  • Missing entry_content: continue in metadata-only mode.
  • Empty relevant set: return empty context; optional failure with --fail-on-empty.

References

  • references/time-window-rules.md
  • references/report-format.md

Assets

  • assets/config.example.json

Scripts

  • scripts/time_report.py

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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