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Report Blocks (bundled support) — measured AI agent skill | DecimalAI

tsinghua-fib-lab/report-blocks

SkillScore86Maintained

Composable HTML block patterns for agentsociety-analysis reports — KPI strips, figure cards, Mermaid, EDA tabs, optional interactive chart iframes. Use during Stage 5 produce when authoring report_zh.html / report_en.html.

Documentationby tsinghua-fib-lab

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Data Analyst pack

decimalai skills pull tsinghua-fib-lab-report-blocks

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/tsinghua-fib-lab-report-blocks/SKILL.md

Raw file: /s/tsinghua-fib-lab-report-blocks/SKILL.md ↗ · machine-readable summary at /s/tsinghua-fib-lab-report-blocks.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 3h ago

Yes — +36% lift+4% tokens0% turns86% of whole cases pass with skill (19/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	73%	0%
case-03	✗→✓	▲ Improved	45%	0%
case-04	✗→✓	▲ Improved	-21%	0%
case-12	✗→✓	▲ Improved	-60%	0%
case-13	✗→✓	▲ Improved	-55%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

tsinghua-fib-lab / agentsociety

extension/skills/agentsociety-analysis/v1.0.0/support/report-blocks/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

Skill contents

SKILL.md

Report Blocks (bundled support)

Read references/reports.md at the agentsociety-analysis skill root first.

Files

| File | Purpose | | ------------------------------------------ | ------------------------ | | ../../references/reports.md | Blocks, embeds, workflow | | ../../assets/report-shell.reference.html | Working HTML/CSS/JS |

External inspiration absorbed

folio / datainpane — block composition, KPI strips, offline HTML
report-creator — Mermaid diagrams-as-code, metric groups
Evidence.dev — value-box hierarchy (KPI → prose → charts)
Cursor canvas — mandatory plot labeling (title, axes, source)

Guardrails

Evidence-first, scientific tone, navy/slate shell. See support/frontend-design/references/analysis-reports.md for typography only.

Want to see if tsinghua-fib-lab/report-blocks would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.