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Function Analysis · yogsoth-ai | DecimalAI

industryby yogsoth-ai

Function Analysis

yogsoth-ai/function-analysis

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

FMEA Step 3: Decompose artifact into function tree — identify what each component is supposed to do before analyzing how it can fail.

SkillScore82Maintained

Automatic

QA & Test Engineering pack

Last verified 8/23/2026

What it changes

Passed 18 of 22 test cases with the skill, and 14 of 22 without it.

Without skill64%

With skill82%

Checks it passed that the model alone missed

Categorizes functions clearly into primary functions and supporting secondary functions.
Identifies subagent spawning as the execution method for isolated analytical decomposition.
Establishes a hierarchical function tree defining primary and sub-functions before identifying failure modes.

and 1 more in the full report

4 fixed14 passed either way4 still failing0 broke

Pass-rate lift: +18 pp
Tokens: +9%
Agent turns: 0%
Response time: -1%

Model gemini-3.6-flashMeasured 8/23/2026v118 of 22 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-function-analysis/SKILL.md https://app.decimal.ai/s/yogsoth-ai-function-analysis/SKILL.md

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

decimalai skills add yogsoth-ai-function-analysis

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

Define the function requirements for a smart thermostat temperature sensing circuit. Express requirements as vague goals like 'good sensing accuracy'.

What was checked, without and with the skill
Checked	Without skill	With skill
Phrases function requirements using measurable action-verb and noun structures paired with quantifiable thresholds.	Missed	Passed

case-09 · 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.md34 linessingle file

Function Analysis

Decomposes artifact into a hierarchical function tree per FMEA Step 3.

Execution

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

Why Subagent

Function decomposition requires systematic analytical thinking without premature failure identification. Isolated context prevents jumping to conclusions.

Input

artifact: The artifact to decompose
artifact_type: Type for tailored decomposition
analysis_mode: "design" (what it should do) or "process" (how it executes)

Output

function_tree: Hierarchical list of functions and sub-functions
function_requirements: What each function must achieve to succeed

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

18 / 22

test cases passed, vs 14 / 22 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/function-analysis/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.

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See it in action

What's inside

Function Analysis

Execution

Why Subagent

Input

Output

Available SOPs

Track record

Benchmark

Adoption

SkillSafety

Source

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