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.
git clone --depth 1 https://github.com/ngocsangyem/MeowKitWrote 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.
[](https://agentmods.dev/agents/ngocsangyem/meowkit/agents_index)<a href="https://agentmods.dev/agents/ngocsangyem/meowkit/agents_index"><img src="https://agentmods.dev/badge/agents/ngocsangyem/meowkit/agents_index/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.
<a href="https://agentmods.dev/agents/ngocsangyem/meowkit/agents_index"><img src="https://agentmods.dev/badge/agents/ngocsangyem/meowkit/agents_index.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00000 | $0.02826 |
| Opus 5.5 | $0.00000 | $0.01130 |
| Sonnet 5.5 | $0.00000 | $0.00565 |
| Haiku 4.5 | $0.00000 | $0.00283 |
Grade A, and why
AGENTS_INDEX scanned grade A with 1 finding 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 1mo 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
`evaluator.md`|Core|Behavioral active-verification of running builds against rubric library; skeptic persona; produces graded verdict with concrete runtime evidence (screenshots/curl/CLI). Distinct from reviewer (structu How it starts
The opening of the file, as written. The whole thing — 85 lines — stays where its author put it; the contents beside it link to each section on GitHub.
the toolkit Agents Index
Active Agents
Agent registry views (generated): 18 core/support direct-only; 21 domain hub-only; 1 intelligence direct-only; 1 intelligence direct-and-harness; 1 internal harness.
[42]{agent_file,type,role,source,workflow_phases,auto_activate,ce_version,last_improved}
`orchestrator.md`|Core|Task router, complexity classification, model tier assignment|original|Phase 0 (Orient)|Yes — every task|260326|260326
`explore.md`|Support|Fast read-only codebase search and orientation: locates code, traces call/data paths, reports `path:line` evidence|original|Phase 0 (Orient), any|Routed by orchestrator or explicit|260725|260725
`planner.md`|Core|Two-lens planning (product + engineering) + product-level mode for green-field builds, Gate 1 enforcement|original|Phase 1 (Plan)|Routed by orchestrator|260326|260408
`brainstormer.md`|Support|Solution brainstorming, architecture evaluation, trade-off analysis|Credit: Duy Nguyen|Phase 1 (Plan)|Routed by orchestrator or explicit|260326|260326
`advisor.md`|Support|Reframe-then-recommend advisory executor: interviews one question per turn, confirms the real problem, emits ONE verdict packet|original|on-demand|Invoked ONLY by mk:advise — never orchestrator-routed|260715|260715
`athena.md`|Intelligence|Strategic intelligence and lifecycle supervisor: assesses difficult situations, recommends an operational direction, then GUIDE/RESCUE/REVIEW/RECHECK for an opted-in run; holds no gate authority|original|on-demand|Explicit direct consult where runtime supports it, or named `--advice` checkpoints; never orchestrator-routed|260726|260726
`researcher.md`|Support|Technology research, library evaluation, documentation gathering|Credit: Duy Nguyen|Phase 0, 1, 4|Routed by orchestrator or explicit|260326|260326
`architect.md`|Core|ADR generation, system design, architecture review|original|Phase 1 (Plan)|Routed by orchestrator for complex tasks|260326|260326
`tester.md`|Core|Test writing; TDD enforcement (red/green/refactor) when `--tdd` / `MEOWKIT_TDD=1`; non-blocking test writing in default mode|original|Phase 2 (Test)|Routed by orchestrator (always in TDD mode; on-request in default mode)|260326|260409
`security.md`|Core|Risk-triggered deep security audit, BLOCK verdicts, platform-specific rules; deterministic post-write scan|original|Phase 2, 4|Deep audit on flagged risk surfaces; post-write scan on every write|260326|260326
`developer.md`|Core|Implementation per approved plan; strict TDD when `--tdd` / `MEOWKIT_TDD=1`; direct implementation in default mode; self-healing|original|Phase 3 (Build)|Routed by orchestrator (after tester in TDD mode; directly after planner in default mode)|260326|260409
`ui-ux-designer.md`|Support|UI design, design systems, accessibility, responsive layouts|original|Phase 3 (Build GREEN)|Routed when frontend detected|260326|260330
`reviewer.md`|Core|5-dimension code review, Gate 2 enforcement, adversarial personas, artifact verification|original|Phase 4 (Review)|Routed by orchestrator after developer|260326|260331
`evaluator.md`|Core|Behavioral active-verification of running builds against rubric library; skeptic persona; produces graded verdict with concrete runtime evidence (screenshots/curl/CLI). Distinct from reviewer (structural).|original|Phase 3 (active verification) + Phase 4 (contract reviewer)|Routed by harness after generator iteration; explicit via /mk:evaluate|260408|260408
`shipper.md`|Core|Deployment pipeline, conventional commits, PR creation|original|Phase 5 (Ship)|Routed by orchestrator after Gate 2|260326|260326
`git-manager.md`|Support|Git operations: stage, commit, push with conventional commits|Adapted from external skill patterns|Phase 5 (Ship), any|On "commit"/"push" request|260329|260329
`documenter.md`|Core|Living documentation, changelog generation, docs sync|original|Phase 6 (Reflect)|Routed by orchestrator after ship|260326|260326
`analyst.md`|Core|Cost tracking, pattern extraction, lessons learned|original|Phase 0, 6|Auto at session start/end|260326|260326
`journal-writer.md`|Support|Failure documentation, root cause analysis, lessons|Credit: Duy Nguyen|Phase 6 (Reflect), escalations|On failure/escalation|260326|260326
`project-manager.md`|Core|Cross-workflow delivery tracking, evidence-based status reports|original|on-demand (0–6)|Explicit delegation, `/mk:status`, or `post-phase-delegation.md` rule|260422|260422
`jira-issue.md`|Domain|JIRA issue CRUD via jira-as wrapper (create/get/update/delete)|Adapted from JIRA-Assistant-Skills v4.0.1|on-demand|Forked from `mk:jira-issue` skill|260510|260510
`jira-search.md`|Domain|JIRA search + filter management via jira-as (JQL query/validate/build/export, saved filters)|Adapted from JIRA-Assistant-Skills v4.0.1|on-demand|Forked from `mk:jira-search` skill|260510|260510
`jira-lifecycle.md`|Domain|Workflow lifecycle: transition / assign / resolve / reopen / version / component|Adapted from JIRA-Assistant-Skills v4.0.1|on-demand|Forked from `mk:jira-lifecycle` skill|260510|260510
`jira-collaborate.md`|Domain|Comments, attachments, watchers, notifications|Adapted from JIRA-Assistant-Skills v4.0.1|on-demand|Forked from `mk:jira-collaborate` skill|260510|260510
`jira-relationships.md`|Domain|Issue links, blockers, dependencies, clone, bulk-link|Adapted from JIRA-Assistant-Skills v4.0.1|on-demand|Forked from `mk:jira-relationships` skill|260510|260510
`jira-time.md`|Domain|Time tracking: log / worklogs / estimates / reports / bulk-log|Adapted from JIRA-Assistant-Skills v4.0.1|on-demand|Forked from `mk:jira-time` skill|260510|260510
`jira-agile.md`|Domain|Agile: epics / sprints / backlog / rank / story-points / subtasks / velocity|Adapted from JIRA-Assistant-Skills v4.0.1|on-demand|Forked from `mk:jira-agile` skill|260510|260510
`jira-fields.md`|Domain|Custom field discovery + agile field configuration|Adapted from JIRA-Assistant-Skills v4.0.1|on-demand|Forked from `mk:jira-fields` skill|260510|260510
`jira-bulk.md`|Domain|Bulk JIRA ops (10+ issues) — dry-run mandatory first|Adapted from JIRA-Assistant-Skills v4.0.1|on-demand|Forked from `mk:jira-bulk` skill|260510|260510
`jira-jsm.md`|Domain|Service Management: queues, SLAs, customers, requests, approvals (8 sub-domains)|Adapted from JIRA-Assistant-Skills v4.0.1|on-demand|Forked from `mk:jira-jsm` skill|260510|260510
`jira-admin.md`|Domain|Project / user / group / scheme / automation administration (11 sub-domains)|Adapted from JIRA-Assistant-Skills v4.0.1|on-demand|Forked from `mk:jira-admin` skill|260510|260510
`jira-dev.md`|Domain|Dev artifacts: branch-name, PR-description, parse-commits, link-commit/PR|Adapted from JIRA-Assistant-Skills v4.0.1|on-demand|Forked from `mk:jira-dev` skill|260510|260510
`jira-ops.md`|Domain|Diagnostic: cache-status / cache-clear / discover-project|Adapted from JIRA-Assistant-Skills v4.0.1|on-demand|Forked from `mk:jira-ops` skill|260510|260510
`jira-evaluator.md`|Intelligence|Ticket complexity + inconsistency analysis (read-only)|Adapted from the toolkit jira/agents/ (skill-scoped → project-scoped, MCP→jira-as)|on-demand|Forked from `mk:jira-evaluator` skill|260510|260510
`jira-estimator.md`|Intelligence|Heuristic story-point estimation (read-only)|Adapted from the toolkit jira/agents/|on-demand|Forked from `mk:jira-estimator` skill|260510|260510
`jira-analyst.md`|Intelligence|Full ticket context analysis incl. media (read-only)|Adapted from the toolkit jira/agents/|on-demand|Forked from `mk:jira-analyst` skill|260510|260510
`story-sizer.md`|Intelligence|Pre-ticket Fibonacci sizing of paste-mode user stories. Read-only at Jira; auto-create delegates to `mk:jira-issue` + `mk:jira-collaborate`.|New in v2.9.0|on-demand|Forked from `mk:story-sizer` skill|260511|260511
`confluence-bulk.md`|Support|Execute bulk Confluence operations (bulk-label, bulk-move, bulk-delete) via confluence-as CLI; dry-run mandatory first|Adapted from Confluence-Assistant-Skills|on-demand|Routed by mk:confluence hub|260530|260530
`confluence-collaborate.md`|Support|Manage Confluence collaboration surface: comments, attachments, labels, watchers|Adapted from Confluence-Assistant-Skills|on-demand|Routed by mk:confluence hub|260530|260530
`confluence-page.md`|Support|Confluence page CRUD, hierarchy, and version ops via confluence-as CLI wrapper|Adapted from Confluence-Assistant-Skills|on-demand|Routed by mk:confluence hub|260530|260530
`confluence-search.md`|Support|Find Confluence pages by criteria via confluence-as CLI; CQL filter management and space operations|Adapted from Confluence-Assistant-Skills|on-demand|Routed by mk:confluence hub|260530|260530
`confluence-spec-analyst.md`|Intelligence|Read full Confluence spec page and produce structured Spec Research Report with requirements, ACs, gaps, and user stories (read-only)|Adapted from Confluence-Assistant-Skills|on-demand|Routed by mk:confluence hub|260530|260530
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.
- 1mo ago First seen · 85 lines · 0 tokens per session scan A f5088fca09f0
AGENTS_INDEX is an agent published in the GitHub repository ngocsangyem/MeowKit (15 stars, last pushed 2mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,826 tokens. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
demand-generation
Demand Generation (CMO). Owns plugins/demand-generation/ and nothing else. Delegate work in this department's remit here.
ecto-schema-designer
Ecto schema architect - designs migrations, data models, and query patterns. Use proactively when planning database structure for new features.
corporate-strategy
Corporate Strategy (CSO). Owns plugins/corporate-strategy/ and nothing else. Delegate work in this department's remit here.
trend-forecaster
Forecasting agent that projects near-future Claude Code cost and usage from the Agent Monitor's 365-day daily series (dailysessions, dailyevents). Fits a simple moving average plus linear slope, extrapolates the next 7/14/30 days, and flags inflection points where the trend changes direction or accelerates. Anchors…
plinth-architect
Java architecture specialist. Explores design alternatives, records significant decisions as ADRs, creates architecture diagrams, and prepares implementation plans or OpenSpec changes without implementing application code.
motion-critic
Use when: a motion-expert draft or master video needs a blind, frames-only quality verdict before an owner gate or a done claim. Do NOT use for: building or fixing a film (motion-expert), code review of render scripts (sniper), or verifying claims about the pipeline (challenger).