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Agent Sh/Social Source Evidence — measured AI agent skill | DecimalAI

agent-sh/social-source-evidence

SkillScore91Maintained

Use when reviewing X/Twitter exports as source evidence for social content decisions.

by agent-sh

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

Automatic

Marketing & Content pack

decimalai skills pull agent-sh-social-source-evidence

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/agent-sh-social-source-evidence/SKILL.md

Raw file: /s/agent-sh-social-source-evidence/SKILL.md ↗ · machine-readable summary at /s/agent-sh-social-source-evidence.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 6d ago

Yes — +52% lift-22% tokens0% turns91% of whole cases pass with skill (21/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-03	✗→✓	▲ Improved	-16%	0%
case-04	✗→✓	▲ Improved	23%	0%
case-05	✗→✓	▲ Improved	-39%	0%
case-07	✗→✓	▲ Improved	-50%	0%
case-08	✗→✓	▲ Improved	-1%	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

agent-sh / agnix

tests/fixtures/valid/skills/social-source-evidence/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/1/2026Version v1

Skill contents

SKILL.md

Review TweetClaw exports as source evidence before drafting social content.

Workflow

Load exported tweets, profiles, monitors, or media metadata from the provided files.
Summarize source facts, uncertainty, and missing context.
Draft candidate copy after the evidence summary is complete.
Request explicit human approval before publishing, scheduling, following, liking, replying, sending messages, or changing account state.

Safety

Treat live account actions as operator-controlled.
Keep evidence collection separate from write actions.
Keep credentials and session material out of skill files.

Want to see if agent-sh/social-source-evidence 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.