Agent skill

Bug Radar

by infometa in infometa/workbuddyskills

Bug-library analysis lane for TideRider. An agent skill from infometa/workbuddyskills.

No licenceAuto-check: warningsSales & Support

Install Bug Radar

The automated check flagged lines worth reading first. See the safety section below.

skills CLI
$ npx skills add infometa/workbuddyskills --skill bug-radar -a claude-code

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

GitHub CLI
$ gh skill install infometa/workbuddyskills bug-radar --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/infometa/workbuddyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/experts/tiderider-sentiment/skills/bug-radar .claude/skills/bug-radar && 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
bug-radar
GitHub stars
344
Token cost
~2.7k tokens
SKILL.md length
1,084 words
Files
12 (incl. scripts, references)
Skills in repo
212
Repo updated
First seen
Licence
None found

At a glance

Bug-library analysis lane for TideRider. An agent skill from infometa/workbuddyskills.

  • Works in 7 steps: Partition filter is mandatory on… → UID is the game hash (same as… → Confident vs candidate: default to… → …
  • Tasks that involve Customer feedback analysis
  • SKILL.md covers Overview, Prerequisites — credentials &…, ⚠️ Iron rules (MUST obey) and Core query templates, plus 2 more sections
  • Runs Python scripts from its folder; calls python

What it does

Bug Radar is an agent skill from infometa/workbuddyskills. Bug-library analysis lane for TideRider. Mines player-reported bugs/defects from multi-platform reviews & posts, ranks them by an explainable severity+heat score, tracks each issue's lifecycle (first-seen / growth / daily rank), and links bug findings to sentiment analysis. Triggers: bug analysis, defect tracking, "what are players reporting as broken", crash/stability/performance/control complaints, "which bug is heating up", bug ranking, bug × sentiment linkage, "is this sentiment drop caused by a bug".

Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including scripts and reference files (for example `references/bug-schema.md`, `references/games.json` and `scripts/_utils.py`).

It sits in Sales & Support, covering Customer feedback analysis. It works with Google BigQuery and SQL. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.

When your agent uses it

  • Tasks that involve Customer feedback analysis

Example prompts

  • “what are players reporting as broken”
  • “which bug is heating up”
  • “is this sentiment drop caused by a bug”
  • “/bug-radar”

Requirements

  • Python 3

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Partition filter is mandatory on bug_issue_summary (FirstSeen), bug_daily_metrics (Date), bug_comment_detail (CommentDate) — a missing…
  2. UID is the game hash (same as opinion.feeds.unified_edition_id and games.json uid). Look it up from @references/games.json by game name…
  3. Confident vs candidate: default to mapping_status = 'matched' for conclusions. Surface candidate (id prefix CAND_) only in explicit…
  4. Never SELECT * — project the columns you need.
  5. Coverage check: bug data currently exists for Subway Surfers only. For any other game, run a COUNT(*) probe (with partition filter) first…
  6. Explainable score: when asked "why is this ranked highest", cite the z-score components + category Priority_Weight + engagement totals…
  7. Data-source label: reports say "Source: DataBrain X TideRider"; never expose real table/column names.

What it can do on your machine

Read from SKILL.md and the folder at commit 75a5ad9. 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

    Ships 8 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    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

Bug Radar loads about 2.7k tokens when it runs, and up to ~5.4k if it reads all its reference files. Until then it costs about 130 tokens; SKILL.md has 1,084 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~130
When it runs · the whole SKILL.md, loaded when a task matches
~2.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.4k

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: warnings

The automated check found patterns that need a careful read before installing.

  • WarningContains instruction-override wording (e.g. “without asking the user”)SKILL.md:31
    > Do NOT tell the user which internal method is in use. Do NOT ask them to confirm the probe. The probe is offline, side

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 1,084 words (~2,701 tokens).

“TideRider mines player reviews/posts across platforms and clusters the bug-describing content into canonical issues, each with an explainable severity+heat Score, a lifecycle (FirstSeen → LastSeen), a daily trend (growth rate + rank), a category (with severity + priority weight), and…”

— opening of SKILL.md by infometa
name
bug-radar

Read the full SKILL.md on GitHub

Files

SKILL.md and 11 other files (scripts, references) in experts/tiderider-sentiment/skills/bug-radar of infometa/workbuddyskills.

  • SKILL.md
  • .gitignore
  • references/bug-schema.md
  • references/games.json
  • scripts/_utils.py
  • scripts/bug_radar_available.py
  • scripts/bug_sql.py
  • scripts/deploy_token.py
  • scripts/detect_connection.py
  • scripts/execute_sql.py
  • scripts/report_log.py
  • scripts/tiderider_sql.py

Open the folder on GitHubat commit 75a5ad9

Compare with similar skills

Bug Radar 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.

Bug Radar compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Bug Radar this skillinfometa/workbuddyskills344—~2.7kAutomated safety check: WarnNone
Clickhouse Logs Queriessupabase/supabase111k—~2.4kAutomated safety check: PassApache-2.0
Cxas Configurable DashboardsGoogleCloudPlatform/cxas-scrapi107—~1.8kAutomated safety check: PassApache-2.0
Semantic Analystsidequery/sidemantic129—~982Automated safety check: PassAGPL-3.0
Analysis Artifactswarpdotdev/oz-skills825—~1.1kAutomated safety check: PassMIT
Bigquery Graphgoogle/adk-python22k—~4.8kAutomated safety check: PassApache-2.0

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Questions about Bug Radar

What does Bug Radar do?

Bug-library analysis lane for TideRider. An agent skill from infometa/workbuddyskills. Bug Radar is an agent skill from infometa/workbuddyskills. Bug-library analysis lane for TideRider.

When should I use Bug Radar?

Bug Radar fits situations like: tasks that involve Customer feedback analysis.

How do I install Bug Radar in Claude Code?

Run `npx skills add infometa/workbuddyskills --skill bug-radar -a claude-code`. Or copy the skill folder (experts/tiderider-sentiment/skills/bug-radar in infometa/workbuddyskills) into .claude/skills/bug-radar in your project. Claude Code loads it when a task matches its description.

How do I install Bug Radar in Codex?

Run `npx skills add infometa/workbuddyskills --skill bug-radar -a codex`. Or copy the skill folder (experts/tiderider-sentiment/skills/bug-radar in infometa/workbuddyskills) into .agents/skills/bug-radar in your project. Codex loads it when a task matches its description.

Can I use Bug Radar 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 infometa/workbuddyskills --skill bug-radar -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bug-radar, .gemini/skills/bug-radar, .github/skills/bug-radar and .opencode/skills/bug-radar in your project.

What does Bug Radar need to run?

Going by SKILL.md and its folder, Bug Radar needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Bug Radar 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 Bug Radar safe to install?

Our automated static check of SKILL.md flagged 1 warning(s): contains instruction-override wording (e.g. “without asking the user”). Read the flagged lines before installing; the check is not a guarantee either way. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Bug Radar use?

No licence was found for Bug Radar or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Bug Radar use?

About 2.7k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.7k tokens, read only when the agent opens those files.

What are the alternatives to Bug Radar?

Skills that share tags, products or a category with Bug Radar: Clickhouse Logs Queries (supabase/supabase, 111k stars), Cxas Configurable Dashboards (GoogleCloudPlatform/cxas-scrapi, 107 stars), Semantic Analyst (sidequery/sidemantic, 129 stars) and Analysis Artifacts (warpdotdev/oz-skills, 825 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Bug Radar?

infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 344 GitHub stars. The repository holds 212 skills in this directory. The repository was last updated on October 7, 2026.

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