interagency-marketplace

Agent-as-operator runtime diagnostics — teaches agents to observe and control running applications via diagnostic HTTP servers and CLI tools. 3 skills, 1 reviewer agent, 3 PostToolUse hooks, Rust templates.

interlab

Recursive AGENTS.md generator with structural auto-fix, CLAUDE.md harmonization, incremental updates, diff previews, and smart monorepo scoping. Cross-AI compatible.

Token-efficient code reconnaissance for LLMs. Autonomous skills save 48-85% tokens via diff-context, semantic search, structural patterns, and symbol analysis. Includes MCP server for direct tool integration.

TUI automation and visual testing - Playwright for terminal applications. Spawn, interact with, and screenshot TUI apps via MCP.

Tool usage analytics for Claude Code and Codex CLI. Tracks tool patterns via hooks, detects inefficiencies, and offers opt-in community comparison with anonymized data.

Self-improving agent rig — codifies product and engineering discipline into composable workflows from brainstorm to ship. Compounds knowledge, generates domain agents, and monitors its own docs. Orchestrates Claude, Codex, and GPT-5.2 Pro through 4 agents, 54 commands, 16 skills, 1 MCP servers. Companions: interphase, interline, interflux, interpath, interwatch, interslack, interform, intercraft, interdev, interpeer, intertest.

Safe plugin publishing — bumps all version locations, validates sync, commits and pushes with confirmation.

Analyze your writing style and adapt Claude's output to sound like you. Ingest writing samples, build a voice profile, and apply it to any human-facing documentation or copy.

Dynamic statusline for Claude Code — shows active beads with priority and title, workflow phase, coordination status, and Codex dispatch state. Integrates with Clavain, interphase, interlock, and beads.

Phase tracking, gate validation, and work discovery for the Beads issue tracker. Companion plugin for Clavain — adds lifecycle state management on top of the core beads plugin.

Multi-agent review and research with scored triage, content slicing, and intermediate finding sharing. 17 agents (12 review + 5 research), 4 commands, 1 skill, 1 MCP server. Domain detection via intersense, knowledge via interknow.

Product artifact generator — roadmaps, PRDs, vision docs, changelogs, and status reports from beads state, brainstorms, and project context. Companion plugin for Clavain.

Doc freshness and correctness monitoring — auto-discovers watchable docs, detects drift via 17 signal types, scores confidence, dispatches generators for auto-refresh, and runs stranger-perspective correctness audits with cross-document consistency checking. Companion plugin for Clavain.

Multi-agent file coordination — reserve files before editing, detect conflicts, exchange messages between agents. MCP server wrapping intermute with hooks, commands, skills, and git pre-commit enforcement. Companion plugin for Clavain.

Slack integration for Claude Code — send messages, read channels, test integrations.

Design patterns and visual quality for Claude Code — distinctive, production-grade interfaces.

Agent-native architecture patterns — design, review, and audit for agent-first applications.

Developer tooling for Claude Code — MCP CLI interaction and Claude Code reference. Skill authoring moved to interskill, plugin development moved to interplug.

Work prioritization and next-task analysis — tradeoff-aware recommendations from beads state and project context.

Ambient discovery and research engine — scans arXiv, HN, GitHub, Anthropic docs, Exa for new capabilities. MCP server with embedding-based recommendation engine, confidence-tiered output pipeline, and learned interest profiles.

Bidirectional Notion sync for Claude Code. Three-way merge conflict resolution, beads issue tracking, and 21 MCP tools for project lifecycle and sync control.

Token efficiency benchmarking for agent workflows — PostToolUse:Task hook captures real-time events to SQLite, SessionEnd hook backfills token data from JSONL, report shows percentiles and decision gate.

Code quality guards — syntax validation for 8 languages and auto-formatting via ruff/shfmt/gofmt/jq/prettier. Session monitoring extracted to interpulse.

288 FLUX cognitive lenses for structured thinking — MCP server with lens search, thinking mode workflows, belief statement generation, quality evaluation, and solution synthesis.

Agent activity visibility — tmux monitoring, activity feeds, health detection. Enriches intermute with live context. 7 MCP tools for cross-agent observability.

Shared embedding and search infrastructure — nomic-embed-text-v1.5 embeddings with persistent SQLite vector store, and Exa web search. MCP server for semantic indexing and querying.

Project-level code mapping MCP server: project registry, call graphs, impact analysis, agent overlay. Go + Python bridge.

Cross-AI peer review with 4 escalation modes — quick (Claude/Codex), deep (Oracle/GPT), council (multi-model consensus), mine (disagreement extraction into tests and specs).

Multi-agent synthesis engine — collects findings from parallel review/research agents, deduplicates, writes structured verdicts, produces compact summaries.

Engineering quality disciplines — systematic debugging (4-phase root-cause investigation), test-driven development (strict RED-GREEN-REFACTOR), and verification gates (iron-law evidence checks).

Memory synthesis — graduates stable auto-memory facts to AGENTS.md/CLAUDE.md with stability detection, deduplication, interactive approval, and atomic pruning.

Culture ship names as Claude Code spinner verbs. 237 curated names -- 56 canonical Banks originals marked with *asterisks*, 181 generated Banksian originals. Toggle canonical/generated sets via config. Includes v6 generator prompt for creating more.

Deterministic Skeleton with LLM Islands — token-efficient document generation via template-then-fill, where scripts render predictable sections and LLM subagents fill semantic placeholders.

Domain detection — classifies projects by signals (directories, manifests, dependencies, keywords) into domains for review and research targeting.

Knowledge compounding — durable pattern repository with provenance tracking, temporal decay, and semantic retrieval via qmd MCP server.

Project hierarchy management — filesystem discovery, parent-child relationships, tagging, and layout orchestration. Extracted from interkasten.

Skill authoring toolkit — unified skill creation with TDD-adapted testing and audit. Extracted from interdev.

Plugin development toolkit — lifecycle management, structure validation, and troubleshooting for Claude Code plugins. Extracted from interdev.

Agent trust scoring — severity-weighted time-decayed reputation tracking. Records finding acceptance/rejection, computes blended project/global trust scores, identifies suppression candidates.

Session context monitoring — pressure tracking with time-decay, token estimation, and threshold warnings. Extracted from intercheck.

Documentation quality toolkit — enforces CLAUDE.md/AGENTS.md boundaries, applies progressive disclosure, deduplicates across doc hierarchy. 1 skill with audit, refactor, and consolidate modes.

Agent performance profiler and routing optimizer. Collects evidence about flux-drive agent accuracy, proposes routing overrides for underperforming agents, and monitors canary periods. Companion plugin for Clavain.

Agent and agency naming for legible orchestration — deterministic, memorable identities across all surfaces. 4 themes: Culture (Banks-style), Demarch (diplomatic), NATO (phonetic), custom.

Feature-level success metric tracking for Demarch

intercache

interlearn

interchart

Snapshot-backed model/benchmark ranking MCP server for AgMoDB

Cross-module integration gap tracer — traces data flows from shipped features to find unverified consumer edges.

Deep research plugin — content extraction and research orchestration via MCP tools.

intermonk

Automated UI/UX design analysis — extracts W3C DTCG tokens, component inventory, and layout analysis from any URL using Dembrandt + Playwright MCP + Claude vision.