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Saffron Health/Summarize — measured AI agent skill | DecimalAI

saffron-health/summarize

NewSkillScoreMaintained

Summarize a spec or current changes into a format suitable for sharing on Slack. Use when creating a summary for team communication.

productivityby saffron-health

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

Automatic

Doc Ops pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/saffron-health-summarize/SKILL.md

decimalai skills pull saffron-health-summarize --out .claude/skills/

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/saffron-health-summarize/SKILL.md https://app.decimal.ai/s/saffron-health-summarize/SKILL.md

Raw file: /s/saffron-health-summarize/SKILL.md ↗ · machine-readable summary at /s/saffron-health-summarize.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

25 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 6h ago

Yes — +8% lift-4% tokens0% turns20% of whole cases pass with skill (5/25)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	287%	0%
case-08	✗→✓	▲ Improved	85%	0%
case-13	✗→✓	▲ Improved	-35%	0%
case-16	✗→✓	▲ Improved	-51%	0%
case-23	✓→✗	▼ Worse	-45%	0%

Showing 5 of 25 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

saffron-health / libretto

.agents/skills/summarize/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

Summarize the given spec or current changes into a format suitable for sharing on Slack.

Read the spec file or use git diff to understand the current changes if no spec is provided.

Output the summary in this exact format:

**Problem:** Right now, we ...
- <bullet point explaining issue>
- <bullet point explaining issue>
- ...

**Solution:** <one sentence explaining the solution>
- <bullet point explaining change>
- <bullet point explaining change>
- ...

Guidelines:

Write concisely using active voice
Focus on what matters to teammates who have no context
Do not reference "this spec" or "this PR" - explain the problem and solution directly
Keep bullet points short and scannable
Use technical terms appropriately but avoid jargon

Want to see if saffron-health/summarize 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.