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Catwoe Analysis · yogsoth-ai | DecimalAI

researchby yogsoth-ai

Catwoe Analysis

yogsoth-ai/catwoe-analysis

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

Apply Checkland's CATWOE analysis from a specific stakeholder perspective to reveal how the problem looks from that viewpoint.

NewMaintained

Automatic

Product Management pack

Last verified 8/22/2026

What it changes

Passed 4 of 21 test cases with the skill, and 4 of 21 without it.

Without skill18%

With skill18%

0 fixed4 passed either way18 still failing0 broke

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

Model gemini-3.6-flashMeasured 8/22/2026v14 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/yogsoth-ai-catwoe-analysis/SKILL.md https://app.decimal.ai/s/yogsoth-ai-catwoe-analysis/SKILL.md

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

decimalai skills add yogsoth-ai-catwoe-analysis

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

What's inside

The instructions your model reads when the skill loads.

SKILL.md19 linessingle file

Execution

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

Budget

One unit = one CATWOE analysis from one stakeholder perspective.

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

4 / 21

test cases passed, vs 4 / 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

yogsoth-ai / de-anthropocentric-research-engine

skills/catwoe-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.