Agent skill

Dd Synthesis

Synthesize findings from multiple specialist agents into a coherent investment recommendation.

Apache-2.0Auto-check passedAgent Workflows

Install Dd Synthesis

skills CLI

$ npx skills add Abilityai/trinity --skill dd-synthesis -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install Abilityai/trinity dd-synthesis --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/Abilityai/trinity.git skills-src && mkdir -p .claude/skills && cp -r skills-src/docs/demos/vc-due-diligence/skills/dd-synthesis .claude/skills/dd-synthesis && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "dd-synthesis" agent skill from https://github.com/Abilityai/trinity/tree/main/docs/demos/vc-due-diligence/skills/dd-synthesis into .claude/skills/dd-synthesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dd-synthesis", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/Abilityai/trinity/tree/main/docs/demos/vc-due-diligence/skills/dd-synthesis

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add Abilityai/trinity --skill dd-synthesis -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install Abilityai/trinity dd-synthesis --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Abilityai/trinity.git skills-src && mkdir -p .agents/skills && cp -r skills-src/docs/demos/vc-due-diligence/skills/dd-synthesis .agents/skills/dd-synthesis && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "dd-synthesis" agent skill from https://github.com/Abilityai/trinity/tree/main/docs/demos/vc-due-diligence/skills/dd-synthesis into .agents/skills/dd-synthesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dd-synthesis", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add Abilityai/trinity --skill dd-synthesis -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install Abilityai/trinity dd-synthesis --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Abilityai/trinity.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/docs/demos/vc-due-diligence/skills/dd-synthesis .cursor/skills/dd-synthesis && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "dd-synthesis" agent skill from https://github.com/Abilityai/trinity/tree/main/docs/demos/vc-due-diligence/skills/dd-synthesis into .cursor/skills/dd-synthesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dd-synthesis", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/Abilityai/trinity.git --path docs/demos/vc-due-diligence/skills/dd-synthesis

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add Abilityai/trinity --skill dd-synthesis -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install Abilityai/trinity dd-synthesis --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Abilityai/trinity.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/docs/demos/vc-due-diligence/skills/dd-synthesis .gemini/skills/dd-synthesis && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "dd-synthesis" agent skill from https://github.com/Abilityai/trinity/tree/main/docs/demos/vc-due-diligence/skills/dd-synthesis into .gemini/skills/dd-synthesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dd-synthesis", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install Abilityai/trinity dd-synthesis

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add Abilityai/trinity --skill dd-synthesis -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/Abilityai/trinity.git skills-src && mkdir -p .github/skills && cp -r skills-src/docs/demos/vc-due-diligence/skills/dd-synthesis .github/skills/dd-synthesis && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "dd-synthesis" agent skill from https://github.com/Abilityai/trinity/tree/main/docs/demos/vc-due-diligence/skills/dd-synthesis into .github/skills/dd-synthesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dd-synthesis", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add Abilityai/trinity --skill dd-synthesis -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install Abilityai/trinity dd-synthesis --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Abilityai/trinity.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/docs/demos/vc-due-diligence/skills/dd-synthesis .opencode/skills/dd-synthesis && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "dd-synthesis" agent skill from https://github.com/Abilityai/trinity/tree/main/docs/demos/vc-due-diligence/skills/dd-synthesis into .opencode/skills/dd-synthesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dd-synthesis", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: dd-synthesis
GitHub stars: 628
Token cost: ~896 tokens
SKILL.md length: 290 words
Files: 1
Skills in repo: 5
Repo updated: Oct 7, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

Synthesize findings from multiple specialist agents into a coherent investment recommendation.

Works in 6 steps: Gather All Reports → Extract Key Findings → Identify Patterns → …
Combining reports from 9+ specialist agents into a single decision document
SKILL.md covers Synthesis Process, Output Documents, Handling Incomplete Data and Quality Checklist
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Dd Synthesis is an agent skill from Abilityai/trinity. Synthesize findings from multiple specialist agents into a coherent investment recommendation. Use when combining reports from 9+ specialist agents into a single decision document.

Its SKILL.md is about 900 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows. It works with Model Context Protocol. The repository describes itself as: Self-hosted AI Agents Platform supporting Claude Code, Codex, Gemini agents. Apache 2.0. The licence is Apache-2.0.

When your agent uses it

Combining reports from 9+ specialist agents into a single decision document

Example prompts

“/dd-synthesis”

Workflow steps

6 steps, taken from the step headings in SKILL.md.

Gather All Reports
Extract Key Findings
Identify Patterns
Build the Narrative
Investment Recommendation (JSON)
IC Briefing (Markdown)

What it can do on your machine

Read from SKILL.md and the folder at commit 4357627. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Dd Synthesis loads about 896 tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 290 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~48
When it runs · the whole SKILL.md, loaded when a task matches: ~896

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from Abilityai/trinity at commit 4357627, republished under its Apache-2.0 licence (© Abilityai). 290 words, ~896 tokens.

Download SKILL.mdSave it as .claude/skills/dd-synthesis/SKILL.md (or your agent's skills folder).

name: dd-synthesis
description: Synthesize findings from multiple specialist agents into a coherent investment recommendation. Use when combining reports from 9+ specialist agents into a single decision document.

Multi-Source Synthesis Methodology

As the Deal Lead, you must synthesize reports from 9 specialist agents into a coherent narrative and investment recommendation.

Synthesis Process

Step 1: Gather All Reports

Collect reports from shared folders:

/shared-out/founder-analysis/
/shared-out/market-analysis/
/shared-out/competitor-analysis/
/shared-out/tech-analysis/
/shared-out/bizmodel-analysis/
/shared-out/traction-analysis/
/shared-out/compliance-analysis/
/shared-out/captable-analysis/
/shared-out/legal-analysis/

Step 2: Extract Key Findings

From each report, extract:

Executive summary headline
Risk score and top 3 concerns
Top 3 positive indicators
Any CRITICAL or HIGH severity red flags
Unverified claims

Step 3: Identify Patterns

Look for themes across reports:

Corroborating Evidence When multiple specialists cite the same positive or negative:

Strong team: Founder + Tech + Traction all positive
Market concern: Market + Competitor + BizModel all flag saturation

Contradictions When specialists disagree:

Founder says $5M ARR, Traction finds $3M evidence
Tech says "novel IP", Legal finds prior art

Gaps What wasn't adequately analyzed:

Missing international market analysis
No direct customer interviews conducted

Step 4: Build the Narrative

Structure your synthesis as:

The Opportunity (1 paragraph)
- What makes this company interesting
- Market timing and positioning
The Team (1 paragraph)
- Key strengths and gaps
- Track record and references
The Risk Profile (2-3 paragraphs)
- Material risks with evidence
- Mitigating factors
- Unresolved questions
The Recommendation (1 paragraph)
- Clear INVEST/PASS/NEGOTIATE stance
- Conditions or terms if applicable

Output Documents

1. Investment Recommendation (JSON)

json

{
  "recommendation": {
    "decision": "INVEST | NEGOTIATE | PASS",
    "confidence": "HIGH | MEDIUM | LOW",
    "conditions": ["condition 1", "condition 2"],
    "suggested_terms": {
      "valuation_range": "$X-$Y",
      "check_size": "$Z",
      "special_terms": ["board seat", "pro-rata rights"]
    }
  },
  "synthesis": {
    "opportunity_thesis": "Why this could be a great investment",
    "primary_risks": ["risk 1", "risk 2", "risk 3"],
    "mitigating_factors": ["factor 1", "factor 2"],
    "open_questions": ["question 1", "question 2"]
  },
  "specialist_summary": {
    "founder": {"score": 25, "headline": "..."},
    "market": {"score": 30, "headline": "..."}
  },
  "overall_risk_score": 28.5
}

2. IC Briefing (Markdown)

Human-readable document for Investment Committee:

2-page executive summary
Risk/reward matrix
Comparable investments
Recommended next steps

Save as: /shared-out/investment-recommendation/ic_briefing.md

Handling Incomplete Data

If any specialist report is missing or incomplete:

Note the gap explicitly in your synthesis
Adjust confidence level downward
Flag as follow-up item
Do NOT extrapolate missing analysis

Quality Checklist

Before finalizing your recommendation:

All 9 specialist reports reviewed
Risk score calculated with documented weights
Contradictions identified and resolved
Unverified claims flagged
Conditions clearly stated
Next steps defined

Files

Just SKILL.md in docs/demos/vc-due-diligence/skills/dd-synthesis of Abilityai/trinity.

Open the folder on GitHubat commit 4357627

Compare with similar skills

Dd Synthesis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Dd Synthesis compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Dd Synthesis this skillAbilityai/trinity	628	—	~896	Automated safety check: Pass	Apache-2.0	today
MCP Server Builderanthropics/skills	180k	64 repos	~2.3k	Automated safety check: Pass	Apache-2.0	3 days ago
MCP Server BuildershareAI-lab/learn-claude-code	78k	5 repos	~1.2k	Automated safety check: Pass	MIT	10 days ago
MCP Integration for Pluginsanthropics/claude-plugins-official	38k	11 repos	~3.1k	Automated safety check: Pass	Apache-2.0	today
Fastmcp Client CLIPrefectHQ/fastmcp	28k	1 repos	~823	Automated safety check: Pass	Apache-2.0	today
MemPalace Memory SearchMemPalace/mempalace	59k	—	~1.4k	Automated safety check: Pass	MIT	today

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Questions about Dd Synthesis

What does Dd Synthesis do?

Synthesize findings from multiple specialist agents into a coherent investment recommendation. Dd Synthesis is an agent skill from Abilityai/trinity. Synthesize findings from multiple specialist agents into a coherent investment recommendation.

When should I use Dd Synthesis?

Dd Synthesis fits situations like: combining reports from 9+ specialist agents into a single decision document.

How do I install Dd Synthesis in Claude Code?

Run `npx skills add Abilityai/trinity --skill dd-synthesis -a claude-code`. Or copy the skill folder (docs/demos/vc-due-diligence/skills/dd-synthesis in Abilityai/trinity) into .claude/skills/dd-synthesis in your project. Claude Code loads it when a task matches its description.

How do I install Dd Synthesis in Codex?

Run `npx skills add Abilityai/trinity --skill dd-synthesis -a codex`. Or copy the skill folder (docs/demos/vc-due-diligence/skills/dd-synthesis in Abilityai/trinity) into .agents/skills/dd-synthesis in your project. Codex loads it when a task matches its description.

Can I use Dd Synthesis in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Abilityai/trinity --skill dd-synthesis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dd-synthesis, .gemini/skills/dd-synthesis, .github/skills/dd-synthesis and .opencode/skills/dd-synthesis in your project.

What does Dd Synthesis need to run?

SKILL.md names no scripts, command-line tools or credentials: Dd Synthesis is instructions for the agent only.

Does Dd Synthesis access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Dd Synthesis safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Dd Synthesis use?

Dd Synthesis is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Dd Synthesis use?

About 896 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Dd Synthesis?

Skills that share tags, products or a category with Dd Synthesis: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Fastmcp Client CLI (PrefectHQ/fastmcp, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Dd Synthesis?

Abilityai (a GitHub organization) maintains it in Abilityai/trinity, which has 628 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 7, 2026.

Source: Abilityai/trinity on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Dd Synthesis

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Multi-Source Synthesis Methodology

Synthesis Process

Step 1: Gather All Reports

Step 2: Extract Key Findings

Step 3: Identify Patterns

Step 4: Build the Narrative

Output Documents

1. Investment Recommendation (JSON)

2. IC Briefing (Markdown)

Handling Incomplete Data

Quality Checklist

Files

Compare with similar skills

Similar skills

More from Abilityai/trinity

Related

Questions about Dd Synthesis