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Opportunity Solution Tree (OST) · borghei | DecimalAI

productivityby borghei

Opportunity Solution Tree (OST)

borghei/opportunity-solution-tree

Source borghei/claude-skills ↗License NOASSERTION

Opportunity Solution Tree (Teresa Torres) mapping outcomes → opportunities → solutions → assumption tests.

SkillScore87Maintained

Automatic

Product Management pack

Last verified 8/20/2026

What it changes

Passed 20 of 23 test cases with the skill, and 17 of 23 without it.

Without skill74%

With skill87%

Checks it passed that the model alone missed

Includes at least 3 distinct solution ideas for each opportunity branch.
Explicitly lists the assumed inputs or evidence sources at the top of the generated artifact.
Applies the constraint question asking what the team would do if forbidden from building the proposed feature.

and 1 more in the full report

3 fixed17 passed either way3 still failing0 broke

Pass-rate lift: +13 pp
Tokens: +71%
Agent turns: 0%
Response time: -8%

Model gemini-3.6-flashMeasured 8/20/2026v1 · latest is v220 of 23 cases passed with skill

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

This benchmark measured an earlier version of the skill.

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/borghei-opportunity-solution-tree/SKILL.md https://app.decimal.ai/s/borghei-opportunity-solution-tree/SKILL.md

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

decimalai skills add borghei-opportunity-solution-tree

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

curl -fsSL --create-dirs -o .claude/skills/borghei-opportunity-solution-tree/SKILL.md https://app.decimal.ai/s/borghei-opportunity-solution-tree/SKILL.md

Raw file: /s/borghei-opportunity-solution-tree/SKILL.md ↗ · machine-readable summary at /s/borghei-opportunity-solution-tree.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

We formatted our tree structure into `ost.json`. What command line tool and parameters should we run to validate missing outcomes, solution-disguised opportunities, or single-solution branches into markdown format?

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies running `python3 project-management/discovery/opportunity-solution-tree/scripts/ost_validator.py --input ost.json --format markdown`.	Missed	Passed

case-11 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md228 lines5 filesincludes scripts

Opportunity Solution Tree (OST)

Teresa Torres' framework from Continuous Discovery Habits. An OST visualizes the path from a desired outcome to the assumption tests that will validate or invalidate candidate solutions.

When to use this skill

Prioritizing discovery work for a quarter
Structuring weekly customer touchpoints
Mapping multiple solutions to one problem (vs jumping to solution)
Auditing whether roadmap actually moves outcomes
Coaching a team into continuous discovery rhythm
Pivoting discovery away from a dead-end branch

The tree structure

                  [Outcome]
                      |
        +-------------+-------------+
        |             |             |
   Opportunity   Opportunity   Opportunity
        |             |             |
     +--+--+      +--+--+      +--+--+
     |     |      |     |      |     |
   Solution Solution ...
        |
   +----+----+
   |         |
 Assumption  Assumption
   Test        Test

Levels

Outcome — a single, specific, measurable business / product outcome
Opportunities — customer needs/pains/desires that, if addressed, drive the outcome
Solutions — candidate ways to address each opportunity
Assumption tests — experiments validating that the solution will deliver

Track record

Benchmark

20 / 23

test cases passed, vs 17 / 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 v5 — 9/25/2026

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

borghei / claude-skills

project-management/discovery/opportunity-solution-tree/SKILL.md

View on GitHub ↗

License MIT + Commons ClauseImported 9/25/2026Version v2Bundled 4 files · scripts

Other skills for the same job

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

Opportunity Solution Tree (OST)

When to use this skill

The tree structure

Levels

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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