SkillsAdd

zenithth/anibon-stream-synthesis

synthesizing-knowledge

Use when generating a comprehensive markdown knowledge document on a specific topic, where verified reference links and multi-source research are required.

First seen Jul 15, 2026

Installation

$ npx skills add zenithth/anibon-stream-synthesis --skill synthesizing-knowledge
View on skills.sh ↗ GitHub repository ↗

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Also in this package

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npx skills add zenithth/anibon-stream-synthesis
anibon-timestamper 75 anibon-timestamper-local 45 cleaning-auto-transcripts 37 creating-highlight-video 32 anibon-local-transcription 28 preparing-tools 27 anibon-world-identity 26 antigravity-vision-proxy 25 youtube-minutes-synthesis 25 whisper-corruption-recovery 22

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Declared

Repository health

Default branch main
Open issues 0
Status Active

Skill metadata

Parsed from SKILL.md frontmatter.

Declared agents claude-code opencode antigravity

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 5,271 B
  • docs SUMMARY.md 185 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 19 installs

SKILL.md

Synthesizing Knowledge

Deep-search a topic using web and video sources, then synthesize findings into a well-structured Markdown report with verified, accessible references.

When to Use

  • User wants a knowledge document, summary, or report on a specific topic
  • Up-to-date or in-depth information not in model memory is needed
  • Verified, clickable references are required for credibility
  • YouTube transcript / meeting minutes → use youtube-minutes-synthesis instead

Delegation Rule

3+ sub-topics or 5+ searches → dispatch parallel research subagents. Otherwise search directly.

Every subagent prompt must include: "Provide the full URL to the specific article (e.g., https://example.com/articles/foo), NOT the domain homepage."

REQUIRED for subagent prompt structure: Use parallel subagent dispatch (use whatever parallel mechanism the current tool supports).

STRICT Process

CRITICAL DIRECTIVE: You are REQUIRED to follow this process strictly, step-by-step.

  • You MUST execute ONE step at a time.
  • DO NOT skip ahead under any circumstances.
  1. Environment Check — check first if the OS is Linux, macOS, or Windows, and if the shell is Bash, Zsh, or PowerShell. Adapt all scripts and commands to match the environment. (Run echo $SHELL and uname -a for Unix, or $PSVersionTable for Windows. Verify required tools exist via command -v <tool> for Unix or Get-Command <tool> for Windows).
  2. Analyze — identify main topic, sub-topics, search keywords
  3. Research — search web + video; dispatch parallel subagents if threshold met
  4. Scratchpad — write <workingdir>/bibliographydraft.md with all URLs and facts before the final report (In Antigravity this is the scratch/ dir; in Claude Code or OpenCode pick any session-scoped temp directory)
  5. Verify URLs — run resolve script; re-search any homepage-only results
  6. Synthesize — write report using only scratchpad-defined indices; append ## References

URL Quality

URL type Action
Specific article path ✅ Accept
Webcache / Smart redirect ✅ Accept — run resolve script. It automatically extracts canonical URLs from webcache and vertexaisearch links and replaces them cleanly.
Homepage-only (https://example.com) ❌ Re-search site:example.com [keyword]; after 2 failed attempts, annotate [Homepage fallback]

Never reconstruct or guess URL subpaths.

Resolve Script

Run synchronously (wait for the script to complete — mechanism depends on tool; allow at least links × 10 s, min 60 s):

python <skill_folder>/scripts/resolve_markdown_links.py <path-to-report.md>

Wait for === SCRIPT COMPLETE ===. Act on any [HOMEPAGE WARNING] or [BROKEN LINK WARNING] before finalizing.

⚠️ Never run as a background task — the file will not be updated in time.

Citation Rules

  • Write bibliography first; use only those indices inline
  • Never cite [N] where N > total entries in bibliography
  • Reuse the same index for multiple facts from one source
  • Every direct quote, statistic, or key fact needs an inline [N]
  • 90% fidelity: don't distort, exaggerate, or misrepresent sources

Template

# [Topic Title]

> **Summary**: [2–3 sentences]
> **Last Updated**: [date]

## 1. Overview
[High-level intro]

## 2. [Sub-topic]
[Details with citations, e.g. "78% of users prefer dark mode [1]."]

## References

### Websites & Articles
- [1] [Article Name](URL) — brief description

### Videos & Media
- [2] [Video Title](YouTube URL) — brief description

Common Mistakes

Mistake Fix
Hallucinated links Only use URLs returned by actual search results. Never guess or fabricate links.
Guessing Canonical URLs If you get a webcache or vertexaisearch link, do not try to guess the real link. Provide the exact cache link you found and let resolvemarkdownlinks.py extract it safely.
Homepage citations Find the specific article URL or use smart redirect. Homepage = last resort.
5+ sequential searches in parent Delegate to parallel subagents. Don't search sequentially yourself.
Skipping scratchpad Write bibliography_draft.md before the report. Every time.
Out-of-range [N] Finalize bibliography first; never cite an index you haven't defined.
Mixed languages Headings, body, and references must all be one consistent language.
Resolve script in background Always synchronous. Wait for === SCRIPT COMPLETE ===.

Iron Rules

  • No report before scratchpad. The file write tool (writetofile in Antigravity, Write in Claude Code, native file write in OpenCode) for the final report is forbidden until bibliography draft is saved.
  • No homepage citations without annotation. Annotate [Homepage fallback] if no article URL found after two searches.
  • No background resolve script. Always synchronous — wait for === SCRIPT COMPLETE === before proceeding (mechanism depends on tool).