Pudu Task Telemetry
davila7/claude-code-templates
Measure local AI task latency, token usage, errors and verified outcomes using Pudu AI hardware evidence and installed Ollama models.
Delegates tasks to a locally served Muse Glimmer via ollama.
Install Glimmer Delegation
$ npx skills add athola/claude-night-market --skill glimmer-delegation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install athola/claude-night-market glimmer-delegation --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/athola/claude-night-market.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/conjure/skills/glimmer-delegation .claude/skills/glimmer-delegation && 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 "glimmer-delegation" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/conjure/skills/glimmer-delegation into .claude/skills/glimmer-delegation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "glimmer-delegation", 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/athola/claude-night-market/tree/master/plugins/conjure/skills/glimmer-delegationType 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 athola/claude-night-market --skill glimmer-delegation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install athola/claude-night-market glimmer-delegation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/athola/claude-night-market.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/conjure/skills/glimmer-delegation .agents/skills/glimmer-delegation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "glimmer-delegation" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/conjure/skills/glimmer-delegation into .agents/skills/glimmer-delegation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "glimmer-delegation", 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 athola/claude-night-market --skill glimmer-delegation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install athola/claude-night-market glimmer-delegation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/athola/claude-night-market.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/conjure/skills/glimmer-delegation .cursor/skills/glimmer-delegation && 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 "glimmer-delegation" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/conjure/skills/glimmer-delegation into .cursor/skills/glimmer-delegation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "glimmer-delegation", 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/athola/claude-night-market.git --path plugins/conjure/skills/glimmer-delegation--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 athola/claude-night-market --skill glimmer-delegation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install athola/claude-night-market glimmer-delegation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/athola/claude-night-market.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/conjure/skills/glimmer-delegation .gemini/skills/glimmer-delegation && 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 "glimmer-delegation" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/conjure/skills/glimmer-delegation into .gemini/skills/glimmer-delegation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "glimmer-delegation", 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 athola/claude-night-market glimmer-delegationInstalls 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 athola/claude-night-market --skill glimmer-delegation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/athola/claude-night-market.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/conjure/skills/glimmer-delegation .github/skills/glimmer-delegation && 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 "glimmer-delegation" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/conjure/skills/glimmer-delegation into .github/skills/glimmer-delegation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "glimmer-delegation", 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 athola/claude-night-market --skill glimmer-delegation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install athola/claude-night-market glimmer-delegation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/athola/claude-night-market.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/conjure/skills/glimmer-delegation .opencode/skills/glimmer-delegation && 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 "glimmer-delegation" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/conjure/skills/glimmer-delegation into .opencode/skills/glimmer-delegation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "glimmer-delegation", 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
glimmer-delegation- GitHub stars
- 341
- Token cost
- ~988 tokens
- SKILL.md length
- 440 words
- Files
- 1
- Skills in repo
- 152
- Repo updated
- First seen
- Licence
- MIT
At a glance
Delegates tasks to a locally served Muse Glimmer via ollama.
- Delegation-core selects glimmer
- SKILL.md covers Overview, When To Use, When NOT To Use and Prerequisites, plus 4 more sections
- Calls ollama, curl and sh; reaches ollama.com
- The prompt must not leave the machine
What it does
Glimmer Delegation is an agent skill from athola/claude-night-market. Delegates tasks to a locally served Muse Glimmer via ollama. Use when delegation-core selects glimmer or the prompt must not leave the machine.
Its SKILL.md is about 990 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 AI & LLM Engineering, covering LLM inference and serving. It works with Ollama. The repository describes itself as: 23 Claude Code plugins: TDD enforcement hooks, git/PR workflows, spec-driven development, code review, project lifecycle, fix-from-error, maintenance automation, context… The licence is MIT.
When your agent uses it
- Delegation-core selects glimmer
- The prompt must not leave the machine
Example prompts
- “Use the glimmer-delegation skill to delegate tasks to a locally served Muse Glimmer via ollama”
- “/glimmer-delegation”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 9f3eb00. 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
Shell commands in SKILL.md call:
ollamacurlshuvmake
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
ollama.com
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
Glimmer Delegation loads about 988 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 440 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePipes a well-known installer script into a shellSKILL.md:55
curl -fsSL https://ollama.com/install.sh | sh
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 athola/claude-night-market at commit 9f3eb00, republished under its MIT licence (© athola). 440 words, ~988 tokens.
Download SKILL.mdSave it as
.claude/skills/glimmer-delegation/SKILL.md (or your agent's skills folder).- name
- glimmer-delegation
- description
- Delegates tasks to a locally served Muse Glimmer via ollama. Use when delegation-core selects glimmer or the prompt must not leave the machine.
- alwaysApply
- false
- category
- delegation-implementation
- tags
- glimmer, ollama, local, delegation
- dependencies
- delegation-core
- tools
- ollama, delegation_executor.py
- usage_patterns
- local-model-delegation, offline-fallback
- complexity
- intermediate
- model_hint
- standard
- estimated_tokens
- 550
- references
- delegation-core/shared-shell-execution.md
Glimmer Delegation
Overview
Glimmer is Meta's Muse Glimmer served locally through ollama, so a delegation to it spends no quota and sends no prompt off the machine. It is the last entry in the candidate order for the same reason it is the safe one: a local 30B model is slower and weaker than any of the network providers ahead of it.
When To Use
delegation-coreselectedglimmerfor the task- Every network provider is exhausted and the work still has to happen
- The prompt must not leave the machine, whatever the cost in quality
When NOT To Use
- The task needs the strongest available model. Glimmer is the floor, not a peer of the network providers
ollama listshows nomuse-glimmer:30b. A registered provider whose model was never pulled fails at the first delegation, not at registration
Prerequisites
Installation
curl -fsSL https://ollama.com/install.sh | sh
ollama pull muse-glimmer:30bBoth steps are required. Installing ollama registers the binary and
pulls nothing, so ollama --version answering is not evidence that a
delegation will succeed.
Authentication
None. auth_method is "none" and the auth probe is empty, because a
local server has no credential to check.
Quick Start
Using the shared delegation executor
uv run python scripts/delegation_executor.py glimmer "Summarize" \
--files src/Through the Makefile
make -C plugins/conjure delegate-glimmer PROMPT='Summarize' FILES='src/'Direct CLI usage
ollama run muse-glimmer:30b "Explain this module"Smart Delegation
glimmer carries priority=80, the highest number in the registry,
which places it last in the candidate order. It declares no model ids,
because the model is fixed by the subcommand rather than chosen per
call.
Show full SKILL.md (206 more words)Show less
Glimmer-Specific Details
| Property | Value |
|---|---|
| Binary | ollama |
| Headless form | ollama run muse-glimmer:30b |
| Prompt delivery | stdin |
| File context | inlined into the prompt |
| Version probe | ollama --version |
| Auth probe | none |
| Output format flag | --format |
| Model flag | none |
Read off ollama run --help at 0.13.1: the usage line is ollama run MODEL [PROMPT] [flags], so the model is positional and is carried by
the subcommand. The flag list has no --model, which is why this
service declares model_flag=None; passing one exits 1 on an unknown
flag. --format string is documented there and is the reason
output_format_flag is --format rather than the registry default
--output-format, which the same CLI rejects.
No temperature flag is declared. ollama run --help documents none,
and inventing one is the error class install_hint and login_hint
already guard against.
Exit Criteria
-
ollamaresolves on PATH and answersollama --version -
ollama listincludesmuse-glimmer:30bbefore a task is delegated; an absent model stops execution with the pull command rather than failing inside the delegation - The built command is
ollama run muse-glimmer:30bwith the prompt on stdin and no prompt flag - No
--modelflag appears in the built command - Output saved to
delegations/glimmer/YYYYMMDD_HHMMSS.md - This skill ran because
delegation-coreselectedglimmer, or because the prompt was required to stay local
© athola, 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 plugins/conjure/skills/glimmer-delegation of athola/claude-night-market.
Open the folder on GitHubat commit 9f3eb00
Compare with similar skills
Glimmer Delegation 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 |
|---|---|---|---|---|---|---|
| Glimmer Delegation this skillathola/claude-night-market | 341 | — | ~988 | Automated safety check: Notes | MIT | |
| Pudu Task Telemetrydavila7/claude-code-templates | 33k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Agent Frameworkjihadkhawaja/Egroo | 178 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| QuorumDetrol/quorum-cli | 119 | — | ~807 | Automated safety check: Notes | Custom licence | |
| Ollama MCP Tool for NanoClawnanocoai/nanoclaw | 31k | — | ~3k | Automated safety check: Notes | MIT | |
| Open Weightsericrisco/rsc-harness | 180 | — | ~4.1k | Automated safety check: Pass | MIT |
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Works with
Categories
Questions about Glimmer Delegation
What does Glimmer Delegation do?
Delegates tasks to a locally served Muse Glimmer via ollama. Glimmer Delegation is an agent skill from athola/claude-night-market. Delegates tasks to a locally served Muse Glimmer via ollama.
When should I use Glimmer Delegation?
Glimmer Delegation fits situations like: delegation-core selects glimmer; the prompt must not leave the machine.
How do I install Glimmer Delegation in Claude Code?
Run `npx skills add athola/claude-night-market --skill glimmer-delegation -a claude-code`. Or copy the skill folder (plugins/conjure/skills/glimmer-delegation in athola/claude-night-market) into .claude/skills/glimmer-delegation in your project. Claude Code loads it when a task matches its description.
How do I install Glimmer Delegation in Codex?
Run `npx skills add athola/claude-night-market --skill glimmer-delegation -a codex`. Or copy the skill folder (plugins/conjure/skills/glimmer-delegation in athola/claude-night-market) into .agents/skills/glimmer-delegation in your project. Codex loads it when a task matches its description.
Can I use Glimmer Delegation 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 athola/claude-night-market --skill glimmer-delegation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/glimmer-delegation, .gemini/skills/glimmer-delegation, .github/skills/glimmer-delegation and .opencode/skills/glimmer-delegation in your project.
What does Glimmer Delegation need to run?
Going by SKILL.md and its folder, Glimmer Delegation needs the command-line tools its instructions call (ollama, curl, sh, uv and make). Our summary lists: Python 3.
Does Glimmer Delegation access the network?
SKILL.md names 1 domain. In commands or code: ollama.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Glimmer Delegation safe to install?
Our automated static check of SKILL.md found notes only (pipes a well-known installer script into a shell), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Glimmer Delegation use?
Glimmer Delegation 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 Glimmer Delegation use?
About 988 tokens (SKILL.md is roughly 4k 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 Glimmer Delegation?
Skills that share tags, products or a category with Glimmer Delegation: Pudu Task Telemetry (davila7/claude-code-templates, 33k stars), Agent Framework (jihadkhawaja/Egroo, 178 stars), Quorum (Detrol/quorum-cli, 119 stars) and Ollama MCP Tool for NanoClaw (nanocoai/nanoclaw, 31k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Glimmer Delegation?
athola (a GitHub user) maintains it in athola/claude-night-market, which has 341 GitHub stars. The repository holds 152 skills in this directory. The repository was last updated on October 9, 2026.
Source: athola/claude-night-market on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.