td-feature-synthesize

td-feature-synthesize is a skill for Claude Code, Codex from lucasmaher-hash/touch-designer-mcp. It costs 105 tokens per session (1,379 once invoked), scanned A, a copy of td-feature-synthesize, MIT.

A synthesis process that combines tdmcp feature-survey reports into a prioritised FEATUREBACKLOG.md. It removes duplicates, checks ideas against the roadmap, and groups them by project area.

In plain words
What is it for?
Use it to consolidate survey files, deduplicate feature ideas, record missing coverage, classify roadmap status, and organise candidates into P0, P1, and P2 priorities.
Why use it?
It turns several independent discovery reports into one usable backlog while keeping new, planned, and existing ideas distinct. Ranking by impact and effort helps decide what to build first.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents); mentions AGENTS.md.

Good fit Use it to consolidate survey files, deduplicate feature ideas, record missing coverage, classify roadmap status, and organise candidates into P0, P1, and P2 priorities.

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Install with agentmods
npx agentmods add skills/lucasmaher-hash/touch-designer-mcp/td-feature-synthesize
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add lucasmaher-hash/touch-designer-mcp --skill td-feature-synthesize
Clone the repo
git clone --depth 1 https://github.com/lucasmaher-hash/touch-designer-mcp

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for td-feature-synthesize

README.md
[![agentmods](https://agentmods.dev/badge/skills/lucasmaher-hash/touch-designer-mcp/td-feature-synthesize/github.svg)](https://agentmods.dev/skills/lucasmaher-hash/touch-designer-mcp/td-feature-synthesize)
Your own site
<a href="https://agentmods.dev/skills/lucasmaher-hash/touch-designer-mcp/td-feature-synthesize"><img src="https://agentmods.dev/badge/skills/lucasmaher-hash/touch-designer-mcp/td-feature-synthesize/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for td-feature-synthesize

Your own site · 80×15
<a href="https://agentmods.dev/skills/lucasmaher-hash/touch-designer-mcp/td-feature-synthesize"><img src="https://agentmods.dev/badge/skills/lucasmaher-hash/touch-designer-mcp/td-feature-synthesize.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 105 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,379 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00105 $0.01379
Opus 5 $0.00053 $0.00690
Sonnet 5 $0.00021 $0.00276
Haiku 4.5 $0.00011 $0.00138

Measured 12d ago against content hash 701693543835, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

td-feature-synthesize scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to td-feature-synthesize — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.agents/skills/td-feature-synthesize/SKILL.md · 94 lines

How it starts

The opening of the file, as written. The whole thing — 94 lines — stays where its author put it; the contents beside it link to each section on GitHub.

td-feature-synthesize — merge, reconcile, prioritize

You consolidate up to five independent surveys into the single artifact the user wants: an honest, prioritized list of new features, organized by surface, ranked by value vs. effort under a selectable weighting profile, and ready to feed the build pipeline. Surveyors brought vetted depth; you bring judgment.

Procedure

1. Gather inputs

Read every _workspace/discovery/01_survey_{controls,library,cli,ai,td-depth}.md that exists, plus docs/ROADMAP.md, AGENTS.md, CHANGELOG.md, and the project-td-mcp-competitive-landscape memory if present. If a survey is missing, proceed and record the gap in a coverage line.

2. Dedupe

Merge duplicates and near-duplicates into one entry under its best-fit surface, with a (also raised under <surface>) cross-ref. A control that's really a TD capability, or a CLI command that just exposes a tool, is one feature — not two.

3. Reconcile against the roadmap (honestly)

Sort every surviving candidate into three buckets and keep all three visible:

  • NEW / unlisted — the headline value. These are what the user can't already see in the roadmap.
  • Already planned — cite the phase (Phase 13 / deferred-v0.6.0+). Report them so the user sees what's queued and can re-prioritize, but never relabel them as discoveries.
  • Extensions — concrete extensions of shipped tools/commands/prompts.

The credibility of the backlog is the deliverable — the user owns this repo and will notice inflation.

4. Prioritize

Score each item on impact (High/Med/Low) × effort (S/M/L), then assign a single priority:

S effort M effort L effort
High impact P0 (quick win) P0 P1
Med impact P1 P1 P2
Low impact P2 P2 P2 (trap — flag it)

Weighting profile. How you weight impact is the most consequential call you make. Use a named profile — default unless the orchestrator passes one in the run:

Read the full file on GitHub · 94 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 94 lines · 105 tokens per session scan A 701693543835

Subscribe to this mod's changes

td-feature-synthesize is a skill published in the GitHub repository lucasmaher-hash/touch-designer-mcp (0 stars, last pushed 1mo ago), licensed MIT. It adds 105 tokens to every session and 1,379 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to td-feature-synthesize, differing in 0 lines, and is treated as a copy.

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