OpenClaw: Create knowledge base for AI robot by winlinvip · Pull Request #4636 · ossrs/srs

winlinvip · 2026-02-14T13:18:02Z

No description provided.

Add foundational SRS knowledge: what SRS is, publisher/player workflow, supported protocols (RTMP, SRT, WebRTC, HLS/HTTP-FLV), and ecosystem tools. Reorganize memory structure: - memory/srs-*.md for detailed SRS knowledge (accessed via search) - MEMORY.md stays small with pointers to knowledge files - Daily files (YYYY-MM-DD.md) for conversation logs only This structure scales as more SRS knowledge is added without bloating the always-loaded MEMORY.md.

Document SRS YouTube channel and podcast series "Running Open Source with AI". - Channel details: YouTube, Twitter/X, created Nov 2021, English, podcast format - Playlist: Running Open Source with AI - Video 1: After 12 Years of Maintaining SRS, I Let AI Run the Project (2026-01-10) - Video 2: How I Used AI to Improve My English for Open Source Collaboration (2026-01-21) This documents the official SRS content covering tutorials and AI-assisted open source development research.

Document how to handle YouTube channel transcripts in the knowledge base. - Add Content Preferences section with problem-solving structure for creating new YouTube videos (title, description, scripts) - Add warnings that transcript files are point-in-time snapshots, not authoritative sources — always verify against current codebase/docs - Add metadata headers (author, date, URL) and warning banners to existing transcript files

New video script: "The Real Bottleneck Stopping AI From Managing Open Source Projects" Argues that AI can't manage large open source projects not because models aren't smart enough, but because the knowledge (the *why* behind code) was never written down. Proposes building AI-native knowledge bases through conversation rather than relying on black-box indexing. Follows the problem-solving structure for YouTube content.

…l info

…nsmuxing, clustering, maintenance, and others

…, and Configuration sections to SRS overview

…er concept

Copilot

Pull request overview

This pull request establishes the OpenClaw knowledge base infrastructure for an AI agent (SRSBot) to help maintain the SRS open source project. The PR creates a comprehensive AI workspace with memory management, personality configuration, and detailed SRS project knowledge.

Changes:

Creates an AI agent workspace with identity, personality, and behavioral guidelines
Migrates the SRS feature list from trunk/doc/Features.md to a structured knowledge base in openclaw/memory/srs-overview.md
Establishes a memory organization system with daily logs and long-term memory files
Documents YouTube channel content and transcripts for historical context
Sets up an SRS support skill definition for AI-assisted user support

Reviewed changes

Copilot reviewed 16 out of 16 changed files in this pull request and generated 5 comments.

Show a summary per file

File	Description
trunk/doc/Features.md	Removed detailed feature list, replaced with reference to OpenClaw memory
openclaw/skills/srs-support/SKILL.md	Defines SRS support skill with knowledge loading workflow
openclaw/memory/srs-overview.md	Comprehensive SRS knowledge base covering protocols, codecs, architecture, ecosystem
openclaw/memory/2026-02-06.md	Daily log documenting initial knowledge base creation session
openclaw/docs/youtube/youtube-channel.md	YouTube channel metadata and video index
openclaw/docs/youtube/the-real-bottleneck-ai-open-source.md	Transcript on AI maintainer bottlenecks
openclaw/docs/youtube/how-i-used-ai-to-improve-my-english-for-open-source-collaboration.md	Transcript on language learning with AI
openclaw/docs/youtube/after-12-years-of-maintaining-srs-i-let-ai-run-the-project.md	Transcript on AI-managed open source
openclaw/docs/ideas.md	Ideas collection for SRS development
openclaw/USER.md	User profile for William
openclaw/TOOLS.md	Local tools configuration template with Telegram settings
openclaw/SOUL.md	AI agent personality and behavioral guidelines
openclaw/MEMORY.md	Long-term memory file with SRS knowledge pointers
openclaw/IDENTITY.md	AI agent identity definition (SRSBot)
openclaw/HEARTBEAT.md	Empty heartbeat configuration file
openclaw/AGENTS.md	Comprehensive agent workspace documentation and conventions

Copilot · 2026-02-14T13:23:26Z

openclaw/docs/youtube/youtube-channel.md

+2. **AI-assisted development** — Research on using AI to manage open source projects
+
+## Meta-Purpose
+The channel documents William training an AI (Max) with his knowledge base. This serves as:


The file states "The channel documents William training an AI (Max) with his knowledge base", but the AI identity is defined as "SRSBot" in IDENTITY.md, not "Max". This inconsistency should be corrected to maintain consistency across the documentation.

Suggested change

The channel documents William training an AI (Max) with his knowledge base. This serves as:

The channel documents William training an AI (SRSBot) with his knowledge base. This serves as:

Copilot · 2026-02-14T13:23:27Z

openclaw/AGENTS.md

+
+**When to reach out:**
+
+- Important email arrived


The link structure includes "<" and ">" as HTML entities instead of the actual angle brackets. This appears to be an encoding issue. The text should use actual angle brackets or be properly formatted for the markdown context.

Copilot · 2026-02-14T13:23:27Z

openclaw/docs/youtube/how-i-used-ai-to-improve-my-english-for-open-source-collaboration.md

+
+For content I found especially interesting, I combined extensive and intensive listening. I listened first for overall meaning, then revisited parts with subtitles or AI assistance. Because the topic already made sense, details became easier to absorb without frustration.
+
+Over time, listening stopped feeling like training and became a nature habit. I was no longer practicing English; I was simply listening to things I wanted to understand. The biggest value of AI was not intelligence or accuracy, but patience. It allowed me to stay in English longer, with less stress, until my listening ability finally caught up.


The line contains "nature habit" which should be "natural habit" for correct grammar.

Suggested change

Over time, listening stopped feeling like training and became a nature habit. I was no longer practicing English; I was simply listening to things I wanted to understand. The biggest value of AI was not intelligence or accuracy, but patience. It allowed me to stay in English longer, with less stress, until my listening ability finally caught up.

Over time, listening stopped feeling like training and became a natural habit. I was no longer practicing English; I was simply listening to things I wanted to understand. The biggest value of AI was not intelligence or accuracy, but patience. It allowed me to stay in English longer, with less stress, until my listening ability finally caught up.

Copilot · 2026-02-14T13:23:27Z

openclaw/memory/srs-overview.md

+┌──────────────────────────────────────────────────────────────----───┐
+│                          PLAYERS                                    │
+│ FFmpeg, VLC, ffplay, ExoPlayer, IJKPlayer, browsers, hardware, apps │
+└────────────────────────────────────────────────────────────────----─┘


The line contains "----───" which appears to be an inconsistent mix of hyphens and em-dashes. For consistency, the border should use only one type of character (likely all hyphens).

Suggested change

┌──────────────────────────────────────────────────────────────----───┐

│ PLAYERS │

│ FFmpeg, VLC, ffplay, ExoPlayer, IJKPlayer, browsers, hardware, apps │

└────────────────────────────────────────────────────────────────----─┘

┌─────────────────────────────────────────────────────────────────┐

│ PLAYERS │

│ FFmpeg, VLC, ffplay, ExoPlayer, IJKPlayer, browsers, hardware, apps │

└─────────────────────────────────────────────────────────────────┘

Copilot · 2026-02-14T13:23:27Z

openclaw/memory/srs-overview.md

+┌──────────────────────────────────────────────────────────────----───┐
+│                          PLAYERS                                    │
+│ FFmpeg, VLC, ffplay, ExoPlayer, IJKPlayer, browsers, hardware, apps │
+└────────────────────────────────────────────────────────────────----─┘


The line contains "----─" with an inconsistent mix of hyphens and em-dashes. For consistency, the border should use only one type of character (likely all hyphens).

Suggested change

┌──────────────────────────────────────────────────────────────----───┐

│ PLAYERS │

│ FFmpeg, VLC, ffplay, ExoPlayer, IJKPlayer, browsers, hardware, apps │

└────────────────────────────────────────────────────────────────----─┘

┌─────────────────────────────────────────────────────────────────────┐

│ PLAYERS │

│ FFmpeg, VLC, ffplay, ExoPlayer, IJKPlayer, browsers, hardware, apps │

└─────────────────────────────────────────────────────────────────────┘

winlinvip added 13 commits February 5, 2026 09:25

Openclaw: Installed without bootstrap.

5c66f47

Openclaw: Bootstrap with basic information.

3d59890

Openclaw: Rename to SRSBot

efadfad

Openclaw: Add detailed publisher/player tool lists and update protoco…

8887c3d

…l info

Openclaw: Add codecs and transport sections to srs-overview.md

8972ab1

Openclaw: Add Features section to srs-overview.md with protocols, tra…

2fc5606

…nsmuxing, clustering, maintenance, and others

Openclaw: Add Vision, Ecosystem, Comparison, Limitations, Performance…

881ecab

…, and Configuration sections to SRS overview

Openclaw: flatten subsections in srs-overview.md

40f2f7a

Openclaw: Add SRS skill and update ideas with skill-as-knowledge-load…

d5ccf69

…er concept

winlinvip requested a review from Copilot February 14, 2026 13:20

Copilot started reviewing on behalf of winlinvip February 14, 2026 13:20 View session

Copilot AI reviewed Feb 14, 2026

View reviewed changes

Openclaw: Remove personal Telegram ID from TOOLS.md

bf36dc5

winlinvip force-pushed the develop branch from 4e58e64 to bf36dc5 Compare February 14, 2026 13:37

Openclaw: Fix typos and formatting inconsistencies in docs and memory

0548e8f

winlinvip merged commit a86cd7c into ossrs:develop Feb 14, 2026
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OpenClaw: Create knowledge base for AI robot#4636

OpenClaw: Create knowledge base for AI robot#4636
winlinvip merged 15 commits intoossrs:developfrom
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	The channel documents William training an AI (Max) with his knowledge base. This serves as:
	The channel documents William training an AI (SRSBot) with his knowledge base. This serves as:


		For content I found especially interesting, I combined extensive and intensive listening. I listened first for overall meaning, then revisited parts with subtitles or AI assistance. Because the topic already made sense, details became easier to absorb without frustration.

		Over time, listening stopped feeling like training and became a nature habit. I was no longer practicing English; I was simply listening to things I wanted to understand. The biggest value of AI was not intelligence or accuracy, but patience. It allowed me to stay in English longer, with less stress, until my listening ability finally caught up.

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