A search command for finding saved coding sessions by keyword. It ranks matches using TF-IDF, a text-search method that gives more weight to words that are distinctive in a document.

Use it to locate earlier work about a bug or feature, optionally limit results to a branch, and review the most relevant saved sessions.

It avoids manually opening saved sessions one by one. Results include context such as the session, branch, task, and matching fields.

search — Skill for Claude Code by himanshuskukla/ai-context-bridge

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add himanshuskukla/ai-context-bridge --skill search

Clone the repo

git clone --depth 1 https://github.com/himanshuskukla/ai-context-bridge

Made for: Claude Code.

Or install ctx, the plugin that ships this one along with the rest of its 4 skills, 1 MCP server.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/himanshuskukla/ai-context-bridge/search/github.svg)](https://agentmods.dev/skills/himanshuskukla/ai-context-bridge/search)

Your own site

<a href="https://agentmods.dev/skills/himanshuskukla/ai-context-bridge/search"><img src="https://agentmods.dev/badge/skills/himanshuskukla/ai-context-bridge/search/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/himanshuskukla/ai-context-bridge/search"><img src="https://agentmods.dev/badge/skills/himanshuskukla/ai-context-bridge/search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 13 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 178 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.00013	$0.00178
Opus 5.5	$0.00005	$0.00071
Sonnet 5.5	$0.00003	$0.00036
Haiku 4.5	$0.00001	$0.00018

Measured 2mo ago against content hash 25c1ad5f58a3, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

search 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 2mo 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.

plugin/skills/search/SKILL.md · 29 lines

What it actually says

/ctx:search — Search Saved Sessions

Search across all saved sessions using TF-IDF keyword matching. Results are ranked by relevance.

What to do

Use the ctx_search MCP tool with the user's search query
Present results ranked by relevance score
Show session ID, task, branch, and which fields matched

Parameters

query (required): Keywords to search for
limit (optional): Max results to return (default: 5)
branch (optional): Filter results to a specific branch

Example

When the user says "/ctx:search auth middleware", call:

ctx_search(query: "auth middleware", limit: 5)

Changes

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.

2mo ago First seen · 29 lines · 13 tokens per session scan A 25c1ad5f58a3

Subscribe to this mod's changes

search is a skill published in the GitHub repository himanshuskukla/ai-context-bridge (9 stars, last pushed 8mo ago), licensed MIT. It adds 13 tokens to every session and 178 once invoked, about $0.0001 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 2026-08-31.

Productivity

search next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
searchhimanshuskukla/ai-context-bridge	Skill	9	8mo ago	MIT	A	13	Claude Code
orbit-notionnexu-io/open-design	Skill	106k	yesterday	Apache-2.0	A	117	Claude Code, Codex
agentmailpaperclipai/paperclip	Skill	111k	yesterday	MIT	A	30	Claude Code, Codex
Cortexdanielmiessler/LifeOS	Skill	20k	yesterday	MIT	A	184	Claude Code
rowboat-spacesrowboatlabs/rowboat	Skill	18k	yesterday	Apache-2.0	A	60	Claude Code, Codex
feishuHmbown/CodeWhale	Skill	41k	6d ago	MIT	A	33	Claude Code, Codex
pinchtab-mcppinchtab/pinchtab	Skill	11k	10d ago	MIT	A	52	Claude Code, Codex