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Context Mode Insight — measured AI agent skill | DecimalAI

mksglu/ctx-insight

NewSkillScoreMaintained

Open the context-mode Insight dashboard in your default browser. Insight is the hosted analytics layer for AI-assisted engineering teams — per-engineer productive rate, retry waste, blocker detection, role-narrowed views. Trigger: /context-mode:ctx-insight

productivityby mksglu

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

AI Engineer pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/mksglu-ctx-insight/SKILL.md

decimalai skills pull mksglu-ctx-insight --out .claude/skills/

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/mksglu-ctx-insight/SKILL.md https://app.decimal.ai/s/mksglu-ctx-insight/SKILL.md

Raw file: /s/mksglu-ctx-insight/SKILL.md ↗ · machine-readable summary at /s/mksglu-ctx-insight.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

25 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 29h ago

—-43% tokens0% turns4% of whole cases pass with skill (1/25)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-04	✓→✗	▼ Worse	-68%	0%
case-05	✓→✗	▼ Worse	-60%	0%
case-06	✓→✓	＝ Same ✓	16%	0%
case-13	✗→✗	＝ Same ✗	-45%	0%
case-01	✗→✗	＝ Same ✗	-19%	0%

Showing 5 of 25 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

mksglu / context-mode

skills/ctx-insight/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/3/2026Version v1

Skill contents

SKILL.md

Context Mode Insight

Open the hosted Insight dashboard in the user's default browser.

Instructions

Call the ctx_insight MCP tool (no parameters). It opens

<https://context-mode.com/insight> in the default browser and returns a confirmation line.

Display the tool's output to the user.
Tell the user:

"Insight opened at https://context-mode.com/insight"
The landing page at context-mode.com/insight is the single source of truth for sign-in and pricing details.
If the browser did not open automatically, share the URL so they can open it manually.

Want to see if mksglu/ctx-insight would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.