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Insight Synthesizer — measured AI agent skill | DecimalAI

stijnman/insight-synthesizer

SkillScore83Maintained

Synthesizes findings from multiple sources into actionable insights. Use aft erresearch or user says synthesize, key takeaways, summarize findings. Use w henthe user needs this capability. Triggers: synthesize, key takeaways, summ arize findings, insight report.

by stijnman

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

Automatic

Research pack

decimalai skills pull stijnman-insight-synthesizer

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/stijnman-insight-synthesizer/SKILL.md

Raw file: /s/stijnman-insight-synthesizer/SKILL.md ↗ · machine-readable summary at /s/stijnman-insight-synthesizer.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

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 7d ago

Yes — +43% lift+3% tokens0% turns83% of whole cases pass with skill (19/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-11%	0%
case-02	✗→✓	▲ Improved	7%	0%
case-04	✗→✓	▲ Improved	-3%	0%
case-09	✗→✓	▲ Improved	41%	0%
case-12	✗→✓	▲ Improved	-26%	0%

Showing 5 of 23 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

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

stijnman / grok-custom-skills

.grok/skills/insight-synthesizer/SKILL.md

View on GitHub ↗

License MITImported 8/1/2026Version v1

Skill contents

SKILL.md

Insight Synthesizer

When to Use

User says synthesize or task matches this capability
User says key takeaways or task matches this capability
User says summarize findings or task matches this capability
User says insight report or task matches this capability

Workflow

Collect inputs: search results, logs, conversation.
Cluster themes; rank by impact and confidence.
Output: 3-5 insights, each with evidence and action.
Tag uncertainties for agentic-uncertainty-quantifier.

Integrations

deep-search-enabler
knowledge-graph-builder
ai-share-extractor-v4

Error Handling

| Failure | Response | |---------|----------| | Contradictory sources | Present both sides; do not merge blindly. |

Gotchas

Insights must be actionable, not restatements.

Example

Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.

Want to see if stijnman/insight-synthesizer 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.