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Context Mode Search — measured AI agent skill | DecimalAI

mksglu/ctx-search

NewSkillScoreMaintained

Search context-mode's persistent FTS5 knowledge base for previously indexed local project content, documentation, or session memory. Trigger: /context-mode:ctx-search

agent-toolingby mksglu

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

Automatic

Knowledge Management pack

decimalai skills pull mksglu-ctx-search

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/mksglu-ctx-search/SKILL.md

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

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 3h ago

—-50% tokens0% turns45% of whole cases pass with skill (10/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-07	✗→✓	▲ Improved	-48%	0%
case-08	✗→✓	▲ Improved	-82%	0%
case-09	✗→✓	▲ Improved	-63%	0%
case-10	✗→✓	▲ Improved	-54%	0%
case-15	✗→✓	▲ Improved	-44%	0%

Showing 5 of 22 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-search/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/3/2026Version v1

Skill contents

SKILL.md

Context Mode Search

Search indexed content without rereading raw sources into conversation context.

Instructions

Prefer the ctx_search MCP tool when it is available.
Batch all related questions in one queries array.
Scope with source when the user names a project or indexed label.
Use short, specific queries of two to four technical terms.

javascript
ctx_search({
  source: "project:<name>",
  queries: ["authentication middleware", "token refresh"],
  limit: 5
})

If MCP tools are unavailable, fall back to the CLI:

bash
context-mode search "authentication middleware" --source project:<name> --limit 5

If the index is empty, tell the user to run /context-mode:ctx-index or context-mode index <path> first.

Want to see if mksglu/ctx-search 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.