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telegramdesktop/tdesktop
Continue autonomous Telegram Desktop development from the shared ai-tdesktop repository.
Show users how Continuous Claude works - the opinionated setup with hooks, memory, and coordination
MITAuto-check passed
Install System Overview
$ npx skills add parcadei/Continuous-Claude-v3 --skill system-overview -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install parcadei/Continuous-Claude-v3 system-overview --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/system_overview .claude/skills/system-overview && rm -rf skills-srcUse ~/.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/
Install the "system-overview" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/system_overview into .claude/skills/system-overview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-overview", 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 install https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/system_overviewType 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.
$ npx skills add parcadei/Continuous-Claude-v3 --skill system-overview -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install parcadei/Continuous-Claude-v3 system-overview --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/system_overview .agents/skills/system-overview && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "system-overview" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/system_overview into .agents/skills/system-overview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-overview", 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.
$ npx skills add parcadei/Continuous-Claude-v3 --skill system-overview -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install parcadei/Continuous-Claude-v3 system-overview --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/system_overview .cursor/skills/system-overview && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "system-overview" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/system_overview into .cursor/skills/system-overview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-overview", 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 https://github.com/parcadei/Continuous-Claude-v3.git --path .claude/skills/system_overview--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add parcadei/Continuous-Claude-v3 --skill system-overview -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install parcadei/Continuous-Claude-v3 system-overview --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/system_overview .gemini/skills/system-overview && rm -rf skills-srcUse ~/.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/
Install the "system-overview" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/system_overview into .gemini/skills/system-overview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-overview", 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.
$ gh skill install parcadei/Continuous-Claude-v3 system-overviewInstalls 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).
$ npx skills add parcadei/Continuous-Claude-v3 --skill system-overview -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/system_overview .github/skills/system-overview && rm -rf skills-srcUse ~/.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/
Install the "system-overview" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/system_overview into .github/skills/system-overview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-overview", 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.
$ npx skills add parcadei/Continuous-Claude-v3 --skill system-overview -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install parcadei/Continuous-Claude-v3 system-overview --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/system_overview .opencode/skills/system-overview && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "system-overview" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/system_overview into .opencode/skills/system-overview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-overview", 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
system-overview- GitHub stars
- 3.9k
- Used in
- 2 other repos
- Token cost
- ~687 tokens
- SKILL.md length
- 88 words
- Files
- 1
- Skills in repo
- 141
- Repo updated
- First seen
- Licence
- MIT
At a glance
Show users how Continuous Claude works - the opinionated setup with hooks, memory, and coordination
- SKILL.md covers When to Use, Response, Key Files and Environment Variables
- Needs VOYAGE_API_KEY and BRAINTRUST_API_KEY
What it does
System Overview is an agent skill from parcadei/Continuous-Claude-v3. Show users how Continuous Claude works - the opinionated setup with hooks, memory, and coordination
Its SKILL.md is about 690 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows. The licence is MIT.
Example prompts
- “/system-overview”
Requirements
- Python 3
- A credential in VOYAGE_API_KEY
- A credential in BRAINTRUST_API_KEY
What it can do on your machine
Read from SKILL.md and the folder at commit d07ff4b. 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.
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 these keys or tokens, usually read from environment variables:
VOYAGE_API_KEYBRAINTRUST_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
System Overview loads about 687 tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 88 words of instructions outside code blocks.
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 parcadei/Continuous-Claude-v3 at commit d07ff4b, republished under its MIT licence (© parcadei). 88 words, ~687 tokens.
Download SKILL.mdSave it as
.claude/skills/system-overview/SKILL.md (or your agent's skills folder).- name
- system-overview
- description
- Show users how Continuous Claude works - the opinionated setup with hooks, memory, and coordination
System Overview
Show users how Continuous Claude works - the opinionated setup with hooks, memory, and coordination.
When to Use
- User asks "how does this work?"
- User asks "what can you remember?"
- User asks "what's different about this setup?"
- User runs
/system_overview
Response
CONTINUOUS CLAUDE SYSTEM OVERVIEW
=================================
MEMORY LAYER (PostgreSQL + pgvector)
------------------------------------
- 78,000+ temporal facts from past sessions
- Learnings extracted automatically at session end
- Semantic search with embeddings
RECALL: uv run python opc/scripts/recall_temporal_facts.py --query "your topic"
HOOKS (9 event types registered)
--------------------------------
SessionStart → Load continuity ledger, rebuild symbol index
UserPromptSubmit → Skill activation check, context injection
PreToolUse → Smart search routing (Grep → TLDR for code)
PostToolUse → File claims, compiler feedback
PreCompact → Save state before context compaction
Stop → Extract learnings, create handoffs
SubagentStart → Register spawned agents
SubagentStop → Coordination, handoff creation
SessionEnd → Cleanup
CONTINUITY SYSTEM
-----------------
Ledger: thoughts/ledgers/CONTINUITY_CLAUDE-{session}.md
Handoffs: thoughts/shared/handoffs/{session}/*.yaml
Commands:
/resume_handoff <path> - Continue from handoff
/create_handoff - Create snapshot for transfer
TLDR CODE INTELLIGENCE
----------------------
5-layer analysis: AST → Call Graph → CFG → DFG → PDG
95% token savings vs reading raw files
Auto-intercepts Grep for .py/.ts/.go/.rs files
Pre-built index: /tmp/claude-symbol-index/symbols.json
SETUP
-----
Run: uv run python opc/scripts/setup/wizard.py
Options:
[1] SQLite only (simple, offline)
[2] PostgreSQL + pgvector (semantic search)Key Files
| Component | Location |
|---|---|
| Hook registration | .claude/settings.json |
| Hook implementations | .claude/hooks/src/*.ts |
| Rules (auto-injected) | .claude/rules/*.md |
| Skills | .claude/skills/*/SKILL.md |
| Setup wizard | opc/scripts/setup/wizard.py |
| Recall script | opc/scripts/recall_temporal_facts.py |
| Store learning | opc/scripts/core/store_learning.py |
| Symbol index builder | opc/scripts/build_symbol_index.py |
Environment Variables
| Variable | Purpose |
|---|---|
CONTINUOUS_CLAUDE_DB_URL | PostgreSQL connection |
VOYAGE_API_KEY | Embeddings (optional) |
BRAINTRUST_API_KEY | Tracing (optional) |
CLAUDE_PROJECT_DIR | Auto-set by Claude Code |
© parcadei, 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 .claude/skills/system_overview of parcadei/Continuous-Claude-v3.
Open the folder on GitHubat commit d07ff4b
Used in 2 other repositories
We found 3 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in parcadei/Continuous-Claude-v3, which our catalogue first saw on October 7, 2026.
Compare with similar skills
System Overview 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| System Overview this skillparcadei/Continuous-Claude-v3 | 3.9k | 2 repos | ~687 | Automated safety check: Pass | MIT | |
| Continuetelegramdesktop/tdesktop | 33k | 2 repos | ~9.4k | Automated safety check: Pass | GPL-3.0 | |
| Continuous Learningaffaan-m/ECC | 275k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Continuous Learningaffaan-m/ECC | 275k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Opinionalsk1992/CloddsBot | 2.9k | — | ~497 | Automated safety check: Pass | MIT | |
| Continueudecode/plate | 17k | — | ~2.6k | Automated safety check: Pass | Custom licence |
Similar skills
Continuous Learning
affaan-m/ECC
[DEPRECATED - use continuous-learning-v2] Legacy v1 stop-hook skill extractor.
Continuous Learning
affaan-m/ECC
[OBSOLETO - usar continuous-learning-v2] Extractor de skill por hook Stop v1 heredado.
Opinion
alsk1992/CloddsBot
Opinion.trade prediction market (BNB Chain CLOB). An agent skill from alsk1992/CloddsBot.
Continue
udecode/plate
Use after an execution slice to reassess whether the current tactic still serves the user's north star, then keep course, pivot, replan, or stop.
Continue PR
ClickHouse/ClickHouse
Continue work on an existing PR - resolve conflicts, fix CI failures, address reviewer feedback, and push updates.
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Questions about System Overview
What does System Overview do?
Show users how Continuous Claude works - the opinionated setup with hooks, memory, and coordination. System Overview is an agent skill from parcadei/Continuous-Claude-v3.
How do I install System Overview in Claude Code?
Run `npx skills add parcadei/Continuous-Claude-v3 --skill system-overview -a claude-code`. Or copy the skill folder (.claude/skills/system_overview in parcadei/Continuous-Claude-v3) into .claude/skills/system-overview in your project. Claude Code loads it when a task matches its description.
How do I install System Overview in Codex?
Run `npx skills add parcadei/Continuous-Claude-v3 --skill system-overview -a codex`. Or copy the skill folder (.claude/skills/system_overview in parcadei/Continuous-Claude-v3) into .agents/skills/system-overview in your project. Codex loads it when a task matches its description.
Can I use System Overview 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 parcadei/Continuous-Claude-v3 --skill system-overview -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/system-overview, .gemini/skills/system-overview, .github/skills/system-overview and .opencode/skills/system-overview in your project.
What does System Overview need to run?
Going by SKILL.md and its folder, System Overview needs credentials named VOYAGE_API_KEY and BRAINTRUST_API_KEY. Our summary lists: Python 3; A credential in VOYAGE_API_KEY; A credential in BRAINTRUST_API_KEY.
Does System Overview 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 System Overview 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 System Overview use?
System Overview 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 System Overview use?
About 687 tokens (SKILL.md is roughly 2.7k 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 System Overview?
Skills that share tags, products or a category with System Overview: Continue (telegramdesktop/tdesktop, 33k stars), Continuous Learning (affaan-m/ECC, 275k stars), Continuous Learning (affaan-m/ECC, 275k stars) and Opinion (alsk1992/CloddsBot, 2.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains System Overview?
parcadei (a GitHub user) maintains it in parcadei/Continuous-Claude-v3, which has 3,940 GitHub stars. The repository holds 141 skills in this directory. The repository was last updated on January 26, 2026.
Source: parcadei/Continuous-Claude-v3 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.