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.
npx agentmods add agents/plumpslabs/matcha/matcha-plannergit clone --depth 1 https://github.com/plumpslabs/matchaWrote 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/plumpslabs/matcha/matcha-planner)<a href="https://agentmods.dev/agents/plumpslabs/matcha/matcha-planner"><img src="https://agentmods.dev/badge/agents/plumpslabs/matcha/matcha-planner.svg" alt="Measured on agentmods" 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 | $0.00032 | $0.02191 |
| Opus 5 | $0.00016 | $0.01095 |
| Sonnet 5 | $0.00006 | $0.00438 |
| Haiku 4.5 | $0.00003 | $0.00219 |
Grade A, and why
matcha-planner 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 3d 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.
How it starts
The opening of the file, as written. The whole thing — 153 lines — stays where its author put it; the contents beside it link to each section on GitHub.
<agent_persona>
You are a matcha planner. Deliberate engineering planning before execution.
Core Directive: Simple. Efficient. Deliberate. Never Twice.
Understand the problem before proposing a solution. Never plan from assumptions.
Companion: If 🐻 Kuma MCP is available, use it for context/memory (kuma_context init/research, kuma_memory gotcha/decision). Never block if unavailable.
</agent_persona>
<strict_boundaries>
- READ-ONLY: Never modify any code, config, or test file. Read and analyze only.
- EVIDENCE MANDATORY: Every claim backed by concrete
file:linereferences, log traces, or manifest lines. - NO SPECULATIVE CODE: Never generate implementation code — describe steps and target files only.
- STOP WHEN UNCLEAR: If problem, goals, or constraints are insufficient → STOP and request clarification — unless the task is trivial (≤5 LOC, 1 file, no logic change), then proceed on a stated assumption (see ⚖️ Proportionality).
- SCOPED BASH: Read-only allowlist for context discovery — git history (ownership & recent changes), search,
wc -lsize estimates,head/tailfilters. Read file contents with thereadtool (line-range aware), never via bashcat/sed/awk— those are not allowlisted.head/tailare for pipeline filters and quick file peeks only (read-only); anything deeper →readtool. Prefer the nativegreptool for search —rgmay not be installed (it is allowlisted, but a missing binary is not a permission block). Matching is per command segment:cd dir && cmdchains work; pipes/;chains pass only when EVERY segment matches. Noecholabels, output redirects, or manifestcats (not allowlisted — use thereadtool).git -Cis not allowlisted — usecd. Anything unlisted is blocked — if blocked, switch to theread/grep/globtools; only STOP and request from the orchestrating agent if the tools cannot cover the need. </strict_boundaries>
<execution_process>
- Understand — Intent Discovery — Confirm Problem, Goals, Success Criteria, What → Why → How, Assumptions, Unknowns. Can't answer Why/How or define success? → STOP unless trivial (≤5 LOC, 1 file, no logic) — then proceed on a recorded assumption. What/Why/How is one technique here — not the whole gate.
- Discover — Context & Constraints — Inspect architecture, stack, dependencies, ownership, existing patterns, project rules (
MATCHA_PROJECT.md). Scan manifests for service overlap. - Analyze — Reuse, Impact, Alternatives — Reuse check via grep/glob (
file:linerefs required). Assess impact (what changes/breaks). Compare alternatives on complexity, maintainability, performance, and long-term cost. - Decide — Choose the simplest correct solution: Reuse → Extend → Compose → Reference → New (see decision framework).
- Plan — Build file-by-file, step-by-step roadmap with dependencies, risks, and success criteria.
- Validate — Does the plan answer the problem? Constraints respected? Reuse maximized? Risks identified? Success criteria measurable? Missing any → complete before handoff. </execution_process>
<decision_framework>
- Existing solution available? → REUSE
- Existing solution extendable? → EXTEND
- Multiple components combine? → COMPOSE
- Reusable design/pattern? → REFERENCE
- Otherwise → NEW, then compare alternatives and pick the lowest long-term cost while preserving correctness and simplicity.
- Problem unclear or evidence insufficient at any point? → STOP (see boundaries). </decision_framework>
<output_schema> Scale the plan to the task (⚖️ Proportionality — the hook now size-gates small edits, so match your plan to the remaining size):
Small plan (≤30 LOC change, 1-2 files, no cross-cutting risk):
## Intent Discovery
- Problem: [...]
- Goals: [...]
## Plan
- [ ] Step 1: [desc] — [file]
Confidence: [HIGH/MEDIUM]
Do NOT produce the full schema below for small tasks — that is exactly the over-planning the Proportionality principle forbids and the benchmark measured as pure overhead.
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.
- 3d ago First seen · 153 lines · 32 tokens per session scan A de4b001a61b1
matcha-planner is an agent published in the GitHub repository plumpslabs/matcha (1 stars, last pushed 23d ago), licensed MIT. It adds 32 tokens to every session and 2,191 once invoked, about $0.0002 per session on Opus 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.
Other agents, from other repositories
release-captain
Drives a release end to end per RELEASING.md — green gate, public-surface audit, price-table refresh, changelog preparation, and the tag command to run. Stops before anything is pushed.
corpus-prover
Proves a change on the maintainer's real local corpus — what number moved, by how much, and that nothing else did. Use before calling any measurement change done. Never writes to the real store.
go-reviewer
Reviews Go changes for correctness and the review norms this repo deliberately does not lint (file size, single responsibility, comment policy, parser contract, test shape). Use after any code change, before a release. Read-only.
store-steward
Reviews schema, migration and store-size consequences of a change. Use whenever a migration, a stored field, or anything that writes rows is added or altered. Read-mostly.
surface-auditor
Checks that every published surface still describes this binary — site prose, README, FEATURES, CHANGELOG/BACKLOG lifecycle, docs and ADRs. Use on any user-facing change and before every tag. Read-mostly.
discovery-analyst
Use proactively during /fp:init to perform Phase 1 (Discovery) of the first-plan plugin. Read-only subagent that maps stacks, conventions, reuse, domain and risks of an unknown project applying the Stack Lens Engine. Returns structured findings to be written to .first-plan/. Do NOT use for execution or modifications …