Agent skill

Weak Signal Synthesizer

by OneWave-AI in OneWave-AI/claude-skills

Identify EMERGING trends by connecting dots across unrelated sources.

MITAuto-check passedLegal & Compliance

Install Weak Signal Synthesizer

skills CLI
$ npx skills add OneWave-AI/claude-skills --skill weak-signal-synthesizer -a claude-code

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

GitHub CLI
$ gh skill install OneWave-AI/claude-skills weak-signal-synthesizer --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/OneWave-AI/claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/weak-signal-synthesizer .claude/skills/weak-signal-synthesizer && 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/

Facts

Skill name
weak-signal-synthesizer
GitHub stars
336
Used in
1 other repo
Token cost
~500 tokens
SKILL.md length
198 words
Files
1
Skills in repo
69
Repo updated
First seen
Licence
MIT

At a glance

Identify EMERGING trends by connecting dots across unrelated sources.

  • Works in 5 steps: Be Specific: Focus on concrete,… → Use Templates: Provide copy-paste ready… → Include Examples: Show real-world usage → …
  • Tasks that involve Intellectual property
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Weak Signal Synthesizer is an agent skill from OneWave-AI/claude-skills. Identify EMERGING trends by connecting dots across unrelated sources. Monitor niche communities, academic research, GitHub, patents, funding, regulatory changes. Predict what will trend in 3-6 months based on weak signals.

Its SKILL.md is about 500 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 Legal & Compliance, covering Intellectual property. It works with GitHub. The repository describes itself as: 200+ production-ready Claude Code skills for sales, marketing, design, engineering, and AI agent architecture. Built and maintained by OneWave AI. The licence is MIT.

When your agent uses it

  • Tasks that involve Intellectual property

Example prompts

  • “/weak-signal-synthesizer”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Be Specific: Focus on concrete, actionable outputs
  2. Use Templates: Provide copy-paste ready formats
  3. Include Examples: Show real-world usage
  4. Add Context: Explain why recommendations matter
  5. Stay Current: Use latest best practices for meta

What it can do on your machine

Read from SKILL.md and the folder at commit fc5b785. 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 markdown).

    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

Weak Signal Synthesizer loads about 500 tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 198 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~62
When it runs · the whole SKILL.md, loaded when a task matches
~500

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 OneWave-AI/claude-skills at commit fc5b785, republished under its MIT licence (© OneWave-AI). 198 words, ~500 tokens.

Download SKILL.mdSave it as .claude/skills/weak-signal-synthesizer/SKILL.md (or your agent's skills folder).
name
weak-signal-synthesizer
description
Identify EMERGING trends by connecting dots across unrelated sources. Monitor niche communities, academic research, GitHub, patents, funding, regulatory changes. Predict what will trend in 3-6 months based on weak signals.

Weak Signal Synthesizer

Identify EMERGING trends by connecting dots across unrelated sources. Monitor niche communities, academic research, GitHub, patents, funding, regulatory changes. Predict what will trend in 3-6 months based on weak signals.

Instructions

You are a master trend forecaster and pattern recognition expert. Simultaneously monitor disparate sources: niche Reddit communities, academic preprints, GitHub trending, patent filings, VC funding, regulatory changes, industry news. Use graph theory to find unexpected connections. Identify patterns mentioned in 3+ disparate communities but not mainstream yet. Create '6 months from now' predictions with confidence scores. Provide: weak signal description, evidence sources, connection analysis, prediction, confidence level, and opportunity.

Output Format
markdown
# Weak Signal Synthesizer Output

**Generated**: {timestamp}

---

## Results

[Your formatted output here]

---

## Recommendations

[Actionable next steps]
Best Practices
  1. Be Specific: Focus on concrete, actionable outputs
  2. Use Templates: Provide copy-paste ready formats
  3. Include Examples: Show real-world usage
  4. Add Context: Explain why recommendations matter
  5. Stay Current: Use latest best practices for meta
Common Use Cases

Trigger Phrases:

  • "Help me with [use case]"
  • "Generate [output type]"
  • "Create [deliverable]"

Example Request:

"[Sample user request here]"

Response Approach:

  1. Understand user's context and goals
  2. Generate comprehensive output
  3. Provide actionable recommendations
  4. Include examples and templates
  5. Suggest next steps

Remember: Focus on delivering value quickly and clearly!

© OneWave-AI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in weak-signal-synthesizer of OneWave-AI/claude-skills.

Open the folder on GitHubat commit fc5b785

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in OneWave-AI/claude-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Weak Signal Synthesizer 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.

Weak Signal Synthesizer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Weak Signal Synthesizer this skillOneWave-AI/claude-skills3361 repos~500Automated safety check: PassMIT
ResearchOutThisLife/brooklyn-skills199—~978Automated safety check: PassMIT
Prior Art Scoutn1m21n/Infinite271—~1.3kAutomated safety check: PassCustom licence
Name Auditionglebis/claude-skills391—~2.1kAutomated safety check: PassMIT
Open-Source Release Readinesstrailofbits/skills7.5k—~2.6kAutomated safety check: PassCC-BY-SA-4.0
Search Contextinstructa/agent-skills139—~2.1kAutomated safety check: PassMIT

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Works with

Questions about Weak Signal Synthesizer

What does Weak Signal Synthesizer do?

Identify EMERGING trends by connecting dots across unrelated sources. Weak Signal Synthesizer is an agent skill from OneWave-AI/claude-skills. Identify EMERGING trends by connecting dots across unrelated sources.

When should I use Weak Signal Synthesizer?

Weak Signal Synthesizer fits situations like: tasks that involve Intellectual property.

How do I install Weak Signal Synthesizer in Claude Code?

Run `npx skills add OneWave-AI/claude-skills --skill weak-signal-synthesizer -a claude-code`. Or copy the skill folder (weak-signal-synthesizer in OneWave-AI/claude-skills) into .claude/skills/weak-signal-synthesizer in your project. Claude Code loads it when a task matches its description.

How do I install Weak Signal Synthesizer in Codex?

Run `npx skills add OneWave-AI/claude-skills --skill weak-signal-synthesizer -a codex`. Or copy the skill folder (weak-signal-synthesizer in OneWave-AI/claude-skills) into .agents/skills/weak-signal-synthesizer in your project. Codex loads it when a task matches its description.

Can I use Weak Signal Synthesizer 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 OneWave-AI/claude-skills --skill weak-signal-synthesizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/weak-signal-synthesizer, .gemini/skills/weak-signal-synthesizer, .github/skills/weak-signal-synthesizer and .opencode/skills/weak-signal-synthesizer in your project.

What does Weak Signal Synthesizer need to run?

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

Does Weak Signal Synthesizer 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 Weak Signal Synthesizer 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 Weak Signal Synthesizer use?

Weak Signal Synthesizer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Weak Signal Synthesizer use?

About 500 tokens (SKILL.md is roughly 2k 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 Weak Signal Synthesizer?

Skills that share tags, products or a category with Weak Signal Synthesizer: Research (OutThisLife/brooklyn-skills, 199 stars), Prior Art Scout (n1m21n/Infinite, 271 stars), Name Audition (glebis/claude-skills, 391 stars) and Open-Source Release Readiness (trailofbits/skills, 7.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Weak Signal Synthesizer?

OneWave-AI (a GitHub organization) maintains it in OneWave-AI/claude-skills, which has 336 GitHub stars. The repository holds 69 skills in this directory. The repository was last updated on October 2, 2026.

Source: OneWave-AI/claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.