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AND/OR Decompose · yogsoth-ai | DecimalAI

agent toolingby yogsoth-ai

AND/OR Decompose

yogsoth-ai/and-or-decompose

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

KAOS-style recursive goal decomposition. AND decomposition for sub-goals that must ALL be satisfied. OR decomposition for alternative paths where any one suffices. Produces a GoalTree (DAG structure).

SkillScore70Maintained

Automatic

AI Engineer pack

Last verified 8/22/2026

What it changes

Passed 16 of 23 test cases with the skill, and 11 of 23 without it.

Without skill48%

With skill70%

Checks it passed that the model alone missed

Requires an ActorProfile input before completing decomposition.
Requires an ObstacleReport input before performing decomposition.
Defines terminal leaf nodes as actionable sub-goals representing SOPs.

and 3 more in the full report

6 fixed10 passed either way6 still failing1 broke

Pass-rate lift: +22 pp
Tokens: -41%
Agent turns: 0%
Response time: -48%

Model gemini-3.6-flashMeasured 8/22/2026v116 of 23 cases passed with skill

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-and-or-decompose/SKILL.md https://app.decimal.ai/s/yogsoth-ai-and-or-decompose/SKILL.md

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

decimalai skills add yogsoth-ai-and-or-decompose

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

curl -fsSL --create-dirs -o .claude/skills/yogsoth-ai-and-or-decompose/SKILL.md https://app.decimal.ai/s/yogsoth-ai-and-or-decompose/SKILL.md

Raw file: /s/yogsoth-ai-and-or-decompose/SKILL.md ↗ · machine-readable summary at /s/yogsoth-ai-and-or-decompose.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

We are executing an AND/OR decomposition task. Which agent handles the subagent spawning process when execution requires subagent delegation?

What was checked, without and with the skill
Checked	Without skill	With skill
Delegates subagent creation to the subagent-spawning/spawn-agent tool.	Missed	Passed

case-18 · gemini-3.6-flash · 8/22/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md29 linessingle file

AND/OR Decompose

Recursively decompose the top goal into a structured GoalTree.

Execution

Subagent — spawned via subagent-spawning/spawn-agent skill.

Input

Confirmed top goal
ActorProfile
ObstacleReport

Output

GoalTree — DAG with AND/OR nodes, leaf nodes representing actionable sub-goals.

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOP	When to use
spawn-agent	Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent.

Track record

Benchmark

16 / 23

test cases passed, vs 11 / 23 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/and-or-decompose/SKILL.md

View on GitHub ↗

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

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

yogsoth-ai/goal-decompositionStructure the user's chosen direction into a formal goal tree using KAOS-style AND/OR decomposition. Validate feasibility against ActorProfile and ObstacleReport. Use after obstacle-analysis confirms the direction is viable.Close match+22 pp pass-rate lift

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

AND/OR Decompose

Execution

Input

Output

Available SOPs

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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