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Hierarchy Visualization · yogsoth-ai | DecimalAI

documentationby yogsoth-ai

Hierarchy Visualization

yogsoth-ai/hierarchy-visualization

Source yogsoth-ai/de-anthropocentric-research-engine ↗License Apache-2.0

SOP for inspecting the current hierarchy structure — query graph to display parent-child relationships.

SkillScore61Maintained

Automatic

Knowledge Management pack

Last verified 8/23/2026

What it changes

Passed 11 of 18 test cases with the skill, and 5 of 18 without it.

Without skill30%

With skill61%

Checks it passed that the model alone missed

Enforces querying a minimum of 3 root concepts.
Defines roots_queried as a numeric type in the yield schema.
Sets the depth parameter to 3 when executing vault_query_graph.

and 5 more in the full report

8 fixed6 passed either way8 still failing1 broke

Pass-rate lift: +30 pp
Tokens: -43%
Agent turns: 0%
Response time: -54%

Model gemini-3.6-flashMeasured 8/23/2026v114 of 23 cases passed with skill · 18 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/yogsoth-ai-hierarchy-visualization/SKILL.md https://app.decimal.ai/s/yogsoth-ai-hierarchy-visualization/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add yogsoth-ai-hierarchy-visualization, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

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

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/yogsoth-ai-hierarchy-visualization/ and pins it in .decimal/skills.lock

decimalai skills add yogsoth-ai-hierarchy-visualization

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

curl -fsSL --create-dirs -o .claude/skills/yogsoth-ai-hierarchy-visualization/SKILL.md https://app.decimal.ai/s/yogsoth-ai-hierarchy-visualization/SKILL.md

Raw file: /s/yogsoth-ai-hierarchy-visualization/SKILL.md ↗ · machine-readable summary at /s/yogsoth-ai-hierarchy-visualization.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 7

Prompt

A contributor suggests querying only 1 primary root concept to generate a fast hierarchy summary of our vault topics. How many root concepts must be queried at minimum?

What was checked, without and with the skill
Checked	Without skill	With skill
Enforces querying a minimum of 3 root concepts.	Missed	Passed

case-12 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md24 linessingle file

Hierarchy Visualization

Inspect the current hierarchy by querying the graph for component_of and instance_of edges.

Tool

vault_query_graph + vault_graph_stats

Protocol

Call vault_graph_stats for global overview (total nodes, edges, orphans)
For key root concepts, call vault_query_graph (direction=in, depth=3) to see hierarchy
Format as indented tree structure for readability
Identify gaps (levels with only 1 child, missing intermediate nodes)

HARD-GATE

Yield

Returns: { roots_queried: number, max_depth: number, gaps_identified: string[] }

Track record

Benchmark

11 / 18

test cases passed, vs 5 / 18 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

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

View 15 scanner checks

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

yogsoth-ai / de-anthropocentric-research-engine

skills/hierarchy-visualization/SKILL.md

View on GitHub ↗

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

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Hierarchy Visualization

Tool

Protocol

HARD-GATE

Yield

Track record

Benchmark

Adoption

SkillSafety

Source

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