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Graphiti Knowledge Graph — measured AI agent skill | DecimalAI

sundial-org/graphiti

NewSkillScoreMaintained

Knowledge graph operations via Graphiti API. Search facts, add episodes, and extract entities/relationships.

agent-toolingby sundial-org

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

Automatic

Knowledge Management pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/sundial-org-graphiti/SKILL.md

decimalai skills pull sundial-org-graphiti --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/sundial-org-graphiti/SKILL.md https://app.decimal.ai/s/sundial-org-graphiti/SKILL.md

Raw file: /s/sundial-org-graphiti/SKILL.md ↗ · machine-readable summary at /s/sundial-org-graphiti.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

—-18% tokens0% turns68% of whole cases pass with skill (15/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-06	✗→✓	▲ Improved	-22%	0%
case-08	✗→✓	▲ Improved	-46%	0%
case-09	✗→✓	▲ Improved	-34%	0%
case-10	✗→✓	▲ Improved	15%	0%
case-11	✗→✓	▲ Improved	-53%	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

sundial-org / awesome-openclaw-skills

skills/graphiti/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1Bundled 1 file

Skill contents

references/

SKILL.md

Graphiti Knowledge Graph

Query and manage your knowledge graph using Graphiti's REST API with dynamic service discovery.

Prerequisites

Neo4j database (graph storage)
Qdrant (vector search)
Graphiti service running (default: http://localhost:8001)

Tools

graphiti_search

Search the knowledge graph for relevant facts.

Usage:

bash
bash command:"
GRAPHITI_URL=\$({baseDir}/references/env-check.sh)
curl -s -X POST \"\$GRAPHITI_URL/facts/search\" \
  -H 'Content-Type: application/json' \
  -d '{\"query\": \"YOUR_QUERY\", \"max_facts\": 10}' | jq .
"

graphiti_add

Add a new episode/memory to the knowledge graph.

Usage:

bash
bash command:"
GRAPHITI_URL=\$({baseDir}/references/env-check.sh)
curl -s -X POST \"\$GRAPHITI_URL/messages\" \
  -H 'Content-Type: application/json' \
  -d '{\"name\": \"EPISODE_NAME\", \"content\": \"EPISODE_CONTENT\"}' | jq .
"

Dynamic Configuration

The skill uses environment discovery to find Graphiti automatically:

Clawdbot config: clawdbot config get skills.graphiti.baseUrl
Environment variable: $GRAPHITI_URL
Default fallback: http://localhost:8001

To change the Graphiti URL:

bash
export GRAPHITI_URL="http://10.0.0.10:8001"
# OR
clawdbot config set skills.graphiti.baseUrl "http://10.0.0.10:8001"

Examples

Search for information:

bash
bash command:"
GRAPHITI_URL=\$({baseDir}/references/env-check.sh)
curl -s -X POST \"\$GRAPHITI_URL/facts/search\" \
  -H 'Content-Type: application/json' \
  -d '{\"query\": \"Tell me about Essam Masoudy\", \"max_facts\": 5}'
"

Add a memory:

bash
bash command:"
GRAPHITI_URL=\$({baseDir}/references/env-check.sh)
curl -s -X POST \"\$GRAPHITI_URL/messages\" \
  -H 'Content-Type: application/json' \
  -d '{\"name\": \"Project Update\", \"content\": \"Completed Phase 1 of Clawdbot integration\"}'
"

Want to see if sundial-org/graphiti 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.