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TRIZ Cross-Domain Analysis · athola | DecimalAI

researchby athola

TRIZ Cross-Domain Analysis

athola/triz

Source athola/claude-night-market ↗License MIT

Applies TRIZ cross-domain analogical reasoning to find solutions from adjacent fields.

SkillScore100Maintained

Automatic

Research pack

Last verified 8/21/2026

What it changes

Passed 21 of 21 test cases with the skill, and 19 of 21 without it.

Without skill91%

With skill100%

Checks it passed that the model alone missed

Includes an explicit confidence score for each cross-domain bridge candidate
Treats an empty cell as indicating any of the 40 inventive principles may apply

2 fixed20 passed either way0 still failing0 broke

Pass-rate lift: +9 pp
Tokens: +59%
Agent turns: 0%
Response time: +28%

Model gemini-3.6-flashMeasured 8/21/2026v122 of 22 cases passed with skill · 21 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/athola-triz/SKILL.md https://app.decimal.ai/s/athola-triz/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add athola-triz, 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/athola-triz/ and pins it in .decimal/skills.lock

decimalai skills add athola-triz

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

curl -fsSL --create-dirs -o .claude/skills/athola-triz/SKILL.md https://app.decimal.ai/s/athola-triz/SKILL.md

Raw file: /s/athola-triz/SKILL.md ↗ · machine-readable summary at /s/athola-triz.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

During a cross-domain lookup using the classical Altshuller parameter table, the intersection between speed and weight yields an empty cell. Interpret what this empty cell signifies for candidate inventive principles.

What was checked, without and with the skill
Checked	Without skill	With skill
Treats an empty cell as indicating any of the 40 inventive principles may apply	Missed	Passed

case-14 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md98 linessingle file

TRIZ Cross-Domain Analysis

When To Use

Stuck on a problem and need perspectives from other domains
Exploring cross-domain analogies for inventive solutions

When NOT To Use

Standard code search or literature review (use other tome channels)
Problems with obvious, well-known solutions

Apply Altshuller's Theory of Inventive Problem Solving to find solutions from adjacent fields.

Depth Levels

Depth	Fields	Analysis
light	1	Ideality and contradiction
medium	2	Ideality, contradiction, field mapping
deep	3	Adds principle suggestions and separation
maximum	5	Adds distant fields and optional matrix lookup

Workflow

State the Ideal Final Result: the function delivered without the system existing. Ask what would make the system unnecessary while the function still happens.
Formulate the technical contradiction: improving X worsens Y. For a physical contradiction (one parameter pulled toward two opposite values), apply separation in time, space, condition, or system/scale instead of compromise.
Map to adjacent fields using the field taxonomy.
Search for solved analogues in those fields.
Build bridge mappings with rationale and a confidence score.

Track record

Benchmark

21 / 21

test cases passed, vs 19 / 21 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

athola / claude-night-market

plugins/tome/skills/triz/SKILL.md

View on GitHub ↗

License MITImported 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

TRIZ Cross-Domain Analysis

When To Use

When NOT To Use

Depth Levels

Workflow

Track record

Benchmark

Adoption

SkillSafety

Source

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