LLM Torch Profiler Analysis
sgl-project/sglang
Unified LLM torch-profiler triage skill for sglang, vllm, TensorRT-LLM, and TokenSpeed.
A skill your agent uses when explicit manual re-discovery of team context modules is wanted beyond the injected CDR index (/team-discover) — produces a structured match table with relevance…
Install Team Discover
$ npx skills add tikalk/adlc-team-skills --skill team-discover -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install tikalk/adlc-team-skills team-discover --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/tikalk/adlc-team-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/team/team-discover .claude/skills/team-discover && 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 "team-discover" agent skill from https://github.com/tikalk/adlc-team-skills/tree/main/skills/team/team-discover into .claude/skills/team-discover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "team-discover", 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/tikalk/adlc-team-skills/tree/main/skills/team/team-discoverType 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 tikalk/adlc-team-skills --skill team-discover -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install tikalk/adlc-team-skills team-discover --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tikalk/adlc-team-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/team/team-discover .agents/skills/team-discover && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "team-discover" agent skill from https://github.com/tikalk/adlc-team-skills/tree/main/skills/team/team-discover into .agents/skills/team-discover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "team-discover", 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 tikalk/adlc-team-skills --skill team-discover -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install tikalk/adlc-team-skills team-discover --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tikalk/adlc-team-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/team/team-discover .cursor/skills/team-discover && 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 "team-discover" agent skill from https://github.com/tikalk/adlc-team-skills/tree/main/skills/team/team-discover into .cursor/skills/team-discover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "team-discover", 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/tikalk/adlc-team-skills.git --path skills/team/team-discover--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 tikalk/adlc-team-skills --skill team-discover -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install tikalk/adlc-team-skills team-discover --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tikalk/adlc-team-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/team/team-discover .gemini/skills/team-discover && 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 "team-discover" agent skill from https://github.com/tikalk/adlc-team-skills/tree/main/skills/team/team-discover into .gemini/skills/team-discover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "team-discover", 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 tikalk/adlc-team-skills team-discoverInstalls 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 tikalk/adlc-team-skills --skill team-discover -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/tikalk/adlc-team-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/team/team-discover .github/skills/team-discover && 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 "team-discover" agent skill from https://github.com/tikalk/adlc-team-skills/tree/main/skills/team/team-discover into .github/skills/team-discover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "team-discover", 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 tikalk/adlc-team-skills --skill team-discover -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install tikalk/adlc-team-skills team-discover --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tikalk/adlc-team-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/team/team-discover .opencode/skills/team-discover && 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 "team-discover" agent skill from https://github.com/tikalk/adlc-team-skills/tree/main/skills/team/team-discover into .opencode/skills/team-discover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "team-discover", 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
team-discover- GitHub stars
- 141
- Used in
- 1 other repo
- Token cost
- ~568 tokens
- SKILL.md length
- 280 words
- Files
- 1
- Skills in repo
- 44
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when explicit manual re-discovery of team context modules is wanted beyond the injected CDR index (/team-discover) — produces a structured match table with relevance…
- Works in 5 steps: Extract domain, technology, patterns,… → Scan the CDR index for matching entries. → Assess relevance: High / Medium / Low. → …
- Development work in your project
- SKILL.md covers Overview, Relationship to team-boot, Process and Absent Context, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Team Discover is an agent skill from tikalk/adlc-team-skills. Use when explicit manual re-discovery of team context modules is wanted beyond the injected CDR index (/team-discover) — produces a structured match table with relevance assessments.
Its SKILL.md is about 570 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 Development. The repository describes itself as: Agent skills for the Agentic SDLC: team lifecycle (team-boot, team-learn, team-init, team-repair), software factory, evals, CDR lifecycle with confidence scoring, and… The licence is MIT.
When your agent uses it
- Development work in your project
Example prompts
- “/team-discover”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Extract domain, technology, patterns, and actions from the task.
- Scan the CDR index for matching entries.
- Assess relevance: High / Medium / Low.
- Read full module bodies for High-relevance entries.
- Output
What it can do on your machine
Read from SKILL.md and the folder at commit 2dbed36. 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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Team Discover loads about 568 tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 280 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 tikalk/adlc-team-skills at commit 2dbed36, republished under its MIT licence (© tikalk). 280 words, ~568 tokens.
Download SKILL.mdSave it as
.claude/skills/team-discover/SKILL.md (or your agent's skills folder).- name
- team-discover
- description
- Use when explicit manual re-discovery of team context modules is wanted beyond the injected CDR index (/team-discover) — produces a structured match table with relevance assessments.
team-discover
Overview
The CDR index is injected into the system prompt at session start by team-boot. The LLM natively matches CDR descriptors against the current task and reads full module bodies on demand. This native matching happens per prompt without invoking this skill.
Use /team-discover when you want a structured discovery table with
explicit relevance assessments — for example, when starting a complex
feature or verifying which directives apply.
Relationship to team-boot
team-boot is the session bootstrap: it injects the CDR index into the
system prompt via the session_start event hook. Per-prompt discovery
matching is native — the LLM matches the injected CDR index against the
current message on its own, so team-boot does not invoke this skill
as part of its bootstrap loop.
/team-discover is user-invoked: run it when you want an explicit,
structured re-scan with a relevance-rated table (complex features, audits, or
verifying which directives apply). It is not required for normal operation.
Process
- Extract domain, technology, patterns, and actions from the task.
- Scan the CDR index for matching entries.
- Assess relevance: High / Medium / Low.
- Read full module bodies for High-relevance entries.
- Output:
| ID | Module | Type | Descriptor | Relevance |
|---|---|---|---|---|
| CDR-2026-003 | context_modules/personas/admin.md | Persona | Admin persona | High |
- Include PDR/ADR/ChDR matches from project indexes if relevant.
- Include:
_Searched N CDRs, M PDRs, K ADRs, C ChDRs, J matches found._
Absent Context
If no CDR index was injected at session start: report Searched 0 CDRs — index not injected (unconfigured project or hook failure), reading workspace memory directly, proceed against docs/adlc/memory/ on disk, and continue the task. Never present on-disk fallback rows as injected context. Recovery: run /team-diagnose.
Unconfigured projects
If team AI directives are not configured, invoke team-setup.
© tikalk, 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 skills/team/team-discover of tikalk/adlc-team-skills.
Open the folder on GitHubat commit 2dbed36
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 tikalk/adlc-team-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Team Discover 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 |
|---|---|---|---|---|---|---|
| Team Discover this skilltikalk/adlc-team-skills | 141 | 1 repos | ~568 | Automated safety check: Pass | MIT | |
| LLM Torch Profiler Analysissgl-project/sglang | 37k | 2 repos | ~6.4k | Automated safety check: Pass | Apache-2.0 | |
| Get API Docs with chubandrewyng/context-hub | 14k | 2 repos | ~775 | Automated safety check: Pass | MIT | |
| Aoti Debugpytorch/pytorch | 104k | 1 repos | ~1.7k | Automated safety check: Pass | Custom licence | |
| Debug Distributed Hangsgl-project/sglang | 37k | 2 repos | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Adk Sample Creatorgoogle/adk-python | 22k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Team Discover
What does Team Discover do?
A skill your agent uses when explicit manual re-discovery of team context modules is wanted beyond the injected CDR index (/team-discover) — produces a structured match table with relevance…. Team Discover is an agent skill from tikalk/adlc-team-skills. Use when explicit manual re-discovery of team context modules is wanted beyond the injected CDR index (/team-discover) — produces a structured match table with relevance assessments.
When should I use Team Discover?
Team Discover fits situations like: development work in your project.
How do I install Team Discover in Claude Code?
Run `npx skills add tikalk/adlc-team-skills --skill team-discover -a claude-code`. Or copy the skill folder (skills/team/team-discover in tikalk/adlc-team-skills) into .claude/skills/team-discover in your project. Claude Code loads it when a task matches its description.
How do I install Team Discover in Codex?
Run `npx skills add tikalk/adlc-team-skills --skill team-discover -a codex`. Or copy the skill folder (skills/team/team-discover in tikalk/adlc-team-skills) into .agents/skills/team-discover in your project. Codex loads it when a task matches its description.
Can I use Team Discover 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 tikalk/adlc-team-skills --skill team-discover -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/team-discover, .gemini/skills/team-discover, .github/skills/team-discover and .opencode/skills/team-discover in your project.
What does Team Discover need to run?
SKILL.md names no scripts, command-line tools or credentials: Team Discover is instructions for the agent only.
Does Team Discover 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 Team Discover 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 Team Discover use?
Team Discover 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 Team Discover use?
About 568 tokens (SKILL.md is roughly 2.3k 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 Team Discover?
Skills that share tags, products or a category with Team Discover: LLM Torch Profiler Analysis (sgl-project/sglang, 37k stars), Get API Docs with chub (andrewyng/context-hub, 14k stars), Aoti Debug (pytorch/pytorch, 104k stars) and Debug Distributed Hang (sgl-project/sglang, 37k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Team Discover?
tikalk (a GitHub organization) maintains it in tikalk/adlc-team-skills, which has 141 GitHub stars. The repository holds 44 skills in this directory. The repository was last updated on October 6, 2026.
Source: tikalk/adlc-team-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.