Agent skill

Factory Collect

by BuilderIO in BuilderIO/skills

Experimental workflow for collecting and triaging product feedback, product telemetry, runtime errors, and issue reports.

MITAuto-check passed

Install Factory Collect

skills CLI
$ npx skills add BuilderIO/skills --skill factory-collect -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install BuilderIO/skills factory-collect --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/BuilderIO/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/factory-collect .claude/skills/factory-collect && rm -rf skills-src

Use ~/.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/

Facts

Skill name
factory-collect
GitHub stars
4.5k
Token cost
~807 tokens
SKILL.md length
402 words
Files
1
Skills in repo
25
Repo updated
First seen
Licence
MIT

At a glance

Experimental workflow for collecting and triaging product feedback, product telemetry, runtime errors, and issue reports.

  • Scanning configured signal sources and applying separate fix
  • SKILL.md covers Collect and verify coverage, Triage and act and Report
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Factory Collect is an agent skill from BuilderIO/skills. Experimental workflow for collecting and triaging product feedback, product telemetry, runtime errors, and issue reports. Use when scanning configured signal sources and applying separate fix, reply, or close rules.

Its SKILL.md is about 810 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The licence is MIT.

When your agent uses it

  • Scanning configured signal sources and applying separate fix

Example prompts

  • “/factory-collect”

What it can do on your machine

Read from SKILL.md and the folder at commit 530d9ee. 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

Factory Collect loads about 807 tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 402 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~58
When it runs · the whole SKILL.md, loaded when a task matches
~807

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 BuilderIO/skills at commit 530d9ee, republished under its MIT licence (© BuilderIO). 402 words, ~807 tokens.

Download SKILL.mdSave it as .claude/skills/factory-collect/SKILL.md (or your agent's skills folder).
name
factory-collect
description
Experimental workflow for collecting and triaging product feedback, product telemetry, runtime errors, and issue reports. Use when scanning configured signal sources and applying separate fix, reply, or close rules.
installer-group
factory

Factory Collect

Read .agent-factory/config.yaml and apply the optional skill_prompts.factory-collect entry as additional project guidance. Collect only the sources named by workflows.collect.sources. For repeated patterns across time or sources, use factory-lookback.

Collect and verify coverage

  • Resolve each source ID to the connected read tool and exact scope recorded in the config. Sources may include support or chat feedback, issue trackers, product analytics or telemetry, and error monitoring.
  • Use the configured time range or source cursor. Follow pagination to the end and record the filters, range, cursor/page coverage, and source counts.
  • Keep empty, unavailable, and truncated distinct. A missing connector, partial page, or failed query is not an empty source.
  • Preserve source links, timestamps, useful version or environment dimensions, and relevant discussion. Avoid copying secrets or unnecessary personal data.
  • For telemetry, report the metric and aggregation window. Distinguish event counts from unique users or affected sessions unless the source provides a reliable identity definition.

Triage and act

Classify each item as a verified defect, repeated symptom, feature request, subjective feedback, duplicate, out of scope, or needing more evidence. Group related reports while retaining each source record and reporter.

Implement only when workflows.collect.implement allows the change and the repository is in scope. Stop for configured risk conditions, unclear product intent, or evidence that cannot be reproduced. Verify the changed behavior with the configured checks and a representative reproduction.

ActionGate
ReplyWhen missing information blocks triage or verification, ask one targeted question only if workflows.collect.reply allows it; follow configured tone and guidance. never means no public reply.
Close or mark fixedFollow workflows.collect.close and wait for its proof point. Do not imply an unverified release.
Publish, approve, merge, or deployRequires its own workflow authorization; collection does not grant it.
Show full SKILL.md (115 more words)Show less

When an item needs more information, keep it unresolved and retain the source thread link and the exact question. If replies are disabled, include that question in the report for a person to send. On later collection runs, check whether an answer arrived. Re-triage the original report together with the answer, then apply the implementation and verification rules again; receiving an answer does not itself authorize a fix or external action. Use factory-lookback to compare these follow-ups with prior reports and fixes.

Report

Summarize coverage by source, including unavailable or truncated reads. For each item or related group, give its links, classification, evidence, disposition, checks, any external action, and the exact human decision still needed.

© BuilderIO, 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/factory-collect of BuilderIO/skills.

Open the folder on GitHubat commit 530d9ee

Compare with similar skills

Factory Collect 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.

Factory Collect compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Factory Collect this skillBuilderIO/skills4.5k—~807Automated safety check: PassMIT
Factory Triagemastra-ai/mastra29k—~4.5kAutomated safety check: PassCustom licence
Omh Feedback Triagerlaope/oh-my-hermes3.2k—~1.5kAutomated safety check: PassMIT
Triaging Issuespytorch/pytorch104k—~4.2kAutomated safety check: PassCustom licence
Sentry Triage FeedbackisHarryh/Ark-Pets1.1k—~2.1kAutomated safety check: PassGPL-3.0
Issue Triagepaperclipai/paperclip98k—~1kAutomated safety check: PassMIT

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Questions about Factory Collect

What does Factory Collect do?

Experimental workflow for collecting and triaging product feedback, product telemetry, runtime errors, and issue reports. Factory Collect is an agent skill from BuilderIO/skills. Experimental workflow for collecting and triaging product feedback, product telemetry, runtime errors, and issue reports.

When should I use Factory Collect?

Factory Collect fits situations like: scanning configured signal sources and applying separate fix.

How do I install Factory Collect in Claude Code?

Run `npx skills add BuilderIO/skills --skill factory-collect -a claude-code`. Or copy the skill folder (skills/factory-collect in BuilderIO/skills) into .claude/skills/factory-collect in your project. Claude Code loads it when a task matches its description.

How do I install Factory Collect in Codex?

Run `npx skills add BuilderIO/skills --skill factory-collect -a codex`. Or copy the skill folder (skills/factory-collect in BuilderIO/skills) into .agents/skills/factory-collect in your project. Codex loads it when a task matches its description.

Can I use Factory Collect 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 BuilderIO/skills --skill factory-collect -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/factory-collect, .gemini/skills/factory-collect, .github/skills/factory-collect and .opencode/skills/factory-collect in your project.

What does Factory Collect need to run?

SKILL.md names no scripts, command-line tools or credentials: Factory Collect is instructions for the agent only.

Does Factory Collect 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 Factory Collect 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 Factory Collect use?

Factory Collect 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 Factory Collect use?

About 807 tokens (SKILL.md is roughly 3.2k 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 Factory Collect?

Skills that share tags, products or a category with Factory Collect: Factory Triage (mastra-ai/mastra, 29k stars), Omh Feedback Triage (rlaope/oh-my-hermes, 3.2k stars), Triaging Issues (pytorch/pytorch, 104k stars) and Sentry Triage Feedback (isHarryh/Ark-Pets, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Factory Collect?

BuilderIO (a GitHub organization) maintains it in BuilderIO/skills, which has 4,528 GitHub stars. The repository holds 25 skills in this directory. The repository was last updated on October 7, 2026.

Source: BuilderIO/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.