Let your coding agent iterate by seeing the browser is a skill AI agent for Enable AI agents to refine web automation code by observing browser behavior directly, improving accuracy and adaptability. Pricing: not stated on the product page. As of 2026-11-05, KanonAgent records 6 upvotes. First indexed by KanonAgent on 2026-07-13.
This AI coding agent improves web automation by observing browser behavior in real time, enabling it to iteratively refine code based on visual feedback.
6 upvotes
Tracked by Kanon since Jul 13, 2026
Status basis: npm_downloads_7d gained 6 in the last 3d vs 2 in the 3d before (ratio 3.0x, threshold 1.5x)
📈 Timelinewhat changed, and when
- Accelerating npm_downloads_7d gained 6 in the last 3d vs 2 in the 3d before (ratio 3.0x, threshold 1.5x)
- Cooling npm_downloads_7d momentum fell to -214 per 3d from 211 (<= 40% of the prior window)
- Anomaly daily change -214.0 is -22.0 standard deviations from this entity's own prior mean (3.7±9.9, baseline excludes this point) — unusual, not necessarily adoption
- Anomaly daily change -214.0 is -22.0 standard deviations from this entity's own prior mean (3.7±9.9, baseline excludes this point) — unusual, not necessarily adoption
- Cooling npm_downloads_7d momentum fell to -214 per 3d from 211 (<= 40% of the prior window)
- Anomaly daily change -214.0 is -22.0 standard deviations from this entity's own prior mean (3.7±9.9, baseline excludes this point) — unusual, not necessarily adoption
- Accelerating npm_downloads_7d gained 211 in the last 3d after a flat 3d baseline (no prior movement to compare a ratio against)
- Anomaly daily change -214.0 is -22.0 standard deviations from this entity's own prior mean (3.7±9.9, baseline excludes this point) — unusual, not necessarily adoption
- Accelerating npm_downloads_7d gained 211 in the last 3d after a flat 3d baseline (no prior movement to compare a ratio against)
- Accelerating npm_downloads_7d gained 6 in the last 3d after a flat 3d baseline (no prior movement to compare a ratio against)
- Reactivated npm_downloads_7d did not move for 7d, then gained 6 in the last 3d
- Accelerating npm_downloads_7d gained 6 in the last 3d after a flat 3d baseline (no prior movement to compare a ratio against)
- Accelerating npm_downloads_7d gained 6 in the last 3d after a flat 3d baseline (no prior movement to compare a ratio against)
- Cooling npm_downloads_7d momentum fell to -9 per 3d from 11 (<= 40% of the prior window)
- Cooling npm_downloads_7d momentum fell to -9 per 3d from 11 (<= 40% of the prior window)
- Cooling npm_downloads_7d momentum fell to -6 per 3d from 10 (<= 40% of the prior window)
- Accelerating npm_downloads_7d gained 11 in the last 3d after a flat 3d baseline (no prior movement to compare a ratio against)
- Cooling npm_downloads_7d momentum fell to 1 per 3d from 10 (<= 40% of the prior window)
- Accelerating npm_downloads_7d gained 11 in the last 3d after a flat 3d baseline (no prior movement to compare a ratio against)
- Accelerating npm_downloads_7d gained 10 in the last 3d after a flat 3d baseline (no prior movement to compare a ratio against)
- Accelerating npm_downloads_7d gained 10 in the last 3d vs 1 in the 3d before (ratio 10.0x, threshold 1.5x)
- first observed Kanon started keeping permanent history for this agent
🔎 Known / Unknown
14 of 23 fields unknown
| Machine-callable | — | unknown | — |
| Open source | 1 | inferred | 1 quote(s) |
| Self-hostable | — | unknown | — |
| Bring your own key | — | unknown | — |
| Autonomy level | 2 | inferred | 1 quote(s) |
| Pricing model | — | unknown | — |
| Integrations | claudecode,codex,copilot,chrome | inferred | 1 quote(s) |
“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.
🤖 Agent teardown · skill
Job to be doneEnable AI agents to refine web automation code by observing browser behavior directly, improving accuracy and adaptability.
AutonomyL2 · tool-calling(evidence: "capture a screenshot of any open tab in your browser…")
Who it is forDevelopers and technical teams building web automation workflows.
Prerequisitesopen source
Integrationsclaudecode · codex · copilot · chrome
Traction · why it is rising6
Why it matters
By letting the AI 'see' the browser, it overcomes the limitations of static scripts, introducing a new, more adaptive paradigm for automation.
Evidence quotesverbatim, from the product’s own materials
“public GitHub repository (README fetched)”— structural
“capture a screenshot of any open tab in your browser”— readme
“Works with Claude Code, Codex, Copilot and many more...”— readme
Signal source: Show HN
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FAQ
What is Let your coding agent iterate by seeing the browser?
This AI coding agent improves web automation by observing browser behavior in real time, enabling it to iteratively refine code based on visual feedback.
What does Let your coding agent iterate by seeing the browser do?
Enable AI agents to refine web automation code by observing browser behavior directly, improving accuracy and adaptability.
Why does Let your coding agent iterate by seeing the browser matter?
By letting the AI 'see' the browser, it overcomes the limitations of static scripts, introducing a new, more adaptive paradigm for automation.
Is Let your coding agent iterate by seeing the browser open source?
Yes — Let your coding agent iterate by seeing the browser is open source.
What does Let your coding agent iterate by seeing the browser integrate with?
claudecode,codex,copilot,chrome
How popular is Let your coding agent iterate by seeing the browser?
As tracked by KanonAgent: 6 upvotes (first indexed 2026-07-13).
What are the best Let your coding agent iterate by seeing the browser alternatives?
Similar AI agents tracked by KanonAgent: Stealth Venture, archify, open-design, deer-flow, ruflo, career-ops.