Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/upex-galaxy/agentic-qa-boilerplatenpx agentmods add skills/upex-galaxy/agentic-qa-boilerplate/bug-screenshot-annotationWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/upex-galaxy/agentic-qa-boilerplate/bug-screenshot-annotation)<a href="https://agentmods.dev/skills/upex-galaxy/agentic-qa-boilerplate/bug-screenshot-annotation"><img src="https://agentmods.dev/badge/skills/upex-galaxy/agentic-qa-boilerplate/bug-screenshot-annotation/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/upex-galaxy/agentic-qa-boilerplate/bug-screenshot-annotation"><img src="https://agentmods.dev/badge/skills/upex-galaxy/agentic-qa-boilerplate/bug-screenshot-annotation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00285 | $0.02532 |
| Opus 5.5 | $0.00114 | $0.01013 |
| Sonnet 5.5 | $0.00057 | $0.00506 |
| Haiku 4.5 | $0.00028 | $0.00253 |
Grade A, and why
bug-screenshot-annotation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 101 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Bug Screenshot Annotation
A workflow skill (metadata.kind: workflow) with no dispatch of its own: it is loaded INSIDE the subagent that is already executing a testing stage, spawns no agents, and is not a stage owner. Typical caller: /sprint-testing Execution, when a bug found during exploration is visual/positional (see ../sprint-testing/references/exploration-patterns.md §"Bugs found during exploration").
Compact Rules
- DO NOT route a QA screenshot through ANY external image service, generative or otherwise — real product/customer data is in the frame. Explicit user authorization in chat does NOT lift this; everything renders locally over a loopback HTTP server and a local browser capture.
- WHEN a bug is visual or positional (overlap, misalignment, wrong date/offset on an axis, an element in the wrong place) and a raw screenshot would need a paragraph to explain: annotate it. DO NOT use this skill to file the bug itself, or on before/after shots that already read clearly raw.
- DO: work from a screenshot that already exists on disk. This skill overlays shapes on an existing image; it never generates or edits an image from a text description.
- DO: produce exactly ONE evidence file — the final annotated PNG in the ticket's
evidence/folder, named{KEY}-BUG-{BUG-KEY}-annotated.png. The crop and the annotation HTML are scratchpad working files, never written toevidence/and never cited from a ticket. - DO: copy the commented overlay blocks from
references/shapes.htmlinstead of designing from scratch, and keep both its z-index scale (base image → shapes → callout boxes → corner badge topmost) and its utf-8 meta tag; a copied block that drops either produces a hidden badge or mojibake. - DO NOT: load the annotation HTML over
file://— the browser-automation CLI refuses it before rendering. Serve over loopback HTTP, and kill that server before the session ends. - DO: size the capture viewport equal to or larger than the HTML canvas. A smaller viewport clips callouts.
- DO: read the rendered PNG back and expect at least one adjustment pass (move a circle, rewrap callout text, nudge the badge out of a collision). It is not one-shot.
- DO: state the final PNG's repo-relative path in chat the moment it lands, unprompted, and repeat it leading the "Bug annotations" group in the session-close screenshot list.
- WHEN embedding the annotated PNG into the bug issue: offer it and let the human confirm first; once published it leads the bug's Evidence section, ahead of the raw capture.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago Changed · +2 lines 376a665eae4f
- 1mo ago Changed · -3 lines c9adad024a25
- 1mo ago Changed · -2 tokens per session b2f3cbcd4f0d
- 1mo ago Changed fb5a124c6633
- 1mo ago Changed · +2 lines 3302d6d43234
- 1mo ago Changed · +17 lines 344edd1f63ec
- 2mo ago First seen · 83 lines · 287 tokens per session scan A b41448c7f13d
bug-screenshot-annotation is a skill published in the GitHub repository upex-galaxy/agentic-qa-boilerplate (26 stars, last pushed 2d ago), licensed MIT. It adds 285 tokens to every session and 2,532 once invoked, about $0.0011 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
bug-screenshot-annotation compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| bug-screenshot-annotationupex-galaxy/agentic-qa-boilerplate | Skill | 26 | 2d ago | MIT | A | 285 | Claude Code, Codex |
| agent-checkpointinglatestaiagents/agent-skills | Skill | 6 | 2d ago | MIT | A | 67 | Claude Code |
| error-pattern-analyzerlatestaiagents/agent-skills | Skill | 6 | 2d ago | MIT | A | 51 | Claude Code |
| log-forensicslatestaiagents/agent-skills | Skill | 6 | 2d ago | MIT | A | 47 | Claude Code |
| performance-profilerlatestaiagents/agent-skills | Skill | 6 | 2d ago | MIT | A | 45 | Claude Code |
| debug-with-ailatestaiagents/agent-skills | Skill | 6 | 2d ago | MIT | A | 49 | Claude Code |
| stack-trace-decoderlatestaiagents/agent-skills | Skill | 6 | 2d ago | MIT | A | 53 | Claude Code |