plan-md-evolution

plan-md-evolution is a skill for Claude Code, Codex from kitchen-engineer42/joharnessburg. It costs 124 tokens per session (1,799 once invoked), scanned A, original, MIT.

A maintenance guide for keeping PLAN.md aligned with what a John project is actually doing. It covers changing phases, recording decisions, and documenting blockers as the project develops.

In plain words
What is it for?
Use it after phases, decisions, or blockers to update the plan, adjust the work breakdown, and record the project's current state.
Why use it?
It prevents the written plan from becoming outdated when the source material, project scope, or work sequence changes. This keeps decisions and progress auditable.

Skill for Claude CodeCodex

Part of the john plugin — 28 skills, 5 commands, 5 agents, 3 hooks shipped together

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.

agentmods
npx agentmods add skills/kitchen-engineer42/joharnessburg/plan-md-evolution
Any agent
npx skills add kitchen-engineer42/joharnessburg --skill plan-md-evolution
Clone the repo
git clone --depth 1 https://github.com/kitchen-engineer42/joharnessburg

Made for: Claude Code, Codex.

Or install john, the plugin that ships this one along with the rest of its 28 skills, 5 commands, 5 agents, 3 hooks.

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.

agentmods badge for plan-md-evolution

README.md
[![agentmods](https://agentmods.dev/badge/skills/kitchen-engineer42/joharnessburg/plan-md-evolution.svg)](https://agentmods.dev/skills/kitchen-engineer42/joharnessburg/plan-md-evolution)
Your own site
<a href="https://agentmods.dev/skills/kitchen-engineer42/joharnessburg/plan-md-evolution"><img src="https://agentmods.dev/badge/skills/kitchen-engineer42/joharnessburg/plan-md-evolution.svg" alt="Measured on agentmods" height="20"></a>
Per session 124 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,799 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00124 $0.01799
Opus 5 $0.00062 $0.00899
Sonnet 5 $0.00025 $0.00360
Haiku 4.5 $0.00012 $0.00180

Measured 5d ago against content hash 2a1dd67fc3c3, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

plan-md-evolution 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 5d 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.

plugins/joharnessburg/skills/plan-md-evolution/SKILL.md · 92 lines

How it starts

The opening of the file, as written. The whole thing — 92 lines — stays where its author put it; the contents beside it link to each section on GitHub.

plan-md-evolution

[[plan-md-authoring]] bootstraps PLAN.md at project start. This skill takes over for the entire rest of the project lifecycle — every phase advance, every decision, every blocker, every iteration. PLAN.md is the durable contract; evolution is what keeps it durable.

This skill fires every time [[ralph-loop]] step 5 runs ("update PLAN.md after each phase"). It's not optional — drift between PLAN.md and disk truth is what KC's hard-tracking principle was designed to prevent (KC: a sibling verification harness). Disk is truth; PLAN.md is the human-readable summary of the truth.

Soft enforcement. The six patterns below are John's defaults — suggestions grounded in real project experience. If a template ships its own evolution patterns (different Log format, different renumbering convention, different Open-Decisions schema), follow that instead. The load-bearing principles are: stay auditable (disk is truth, append-only Log), don't silently corrupt PLAN.md, and surface blockers to the user. The specific forms are flexible.

Relationship to [[phase-design]]. Phase-design teaches the design judgment ("when is iteration the right move? what makes a good phase?"); this skill teaches the maintenance mechanics ("how to subdivide in PLAN.md, what to log, how to renumber"). When you're deciding whether to subdivide, consult phase-design. When you're doing the actual subdivide, this skill drives.

The maintenance jobs

Seven recurring patterns. Use the right one for the situation:

  1. Mark a phase done. When a phase's done criteria are met (verified via [[workspace-discipline]] disk checks), update its section header and append to the Log.
  2. Subdivide a phase. When you discover mid-flight that a phase has too much in it ("extract knowledge from corpus" turns out to need both summary-extraction and structured-extraction as separate sub-phases). Append a Log entry, split the phase into N sub-phases, keep the original's Done criteria as the union of the children's.
  3. Merge phases. When two phases turn out to be tightly coupled and can't run independently. Less common than subdivide; collapses two sections into one.
  4. Drop a phase. When a phase's intent no longer applies (the active template's "research images" phase isn't needed because this corpus is text-only). Mark it dropped in the Log with rationale; keep the section as a struck-through stub for traceability.
  5. Insert a phase. When you discover a phase you didn't anticipate (the corpus turned out to need a coreference-resolution step). Append a Log entry; insert the new phase at the right position; renumber subsequent ones.
  6. Promote a TBD to concrete. When you wrote "Phase 5: TBD — decide after Phase 4 ships" and now Phase 4 is done. Settle Phase 5's intent + skills + artifacts + done criteria with the user.
  7. Distill lessons. The phase boundary is also where the run's learning gets captured: write what fought reality this phase into <project>/.john/lessons/ (per [[skill-evolution]] — conditional form, evidence pointers, scope guess), and present any project-local skill-override drafts for sign-off alongside the phase summary. The Log references lesson files; it doesn't duplicate them.

Read the full file on GitHub · 92 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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.

  1. 5d ago First seen · 92 lines · 124 tokens per session scan A 2a1dd67fc3c3

Subscribe to this mod's changes

plan-md-evolution is a skill published in the GitHub repository kitchen-engineer42/joharnessburg (9 stars, last pushed 1mo ago), licensed MIT. It adds 124 tokens to every session and 1,799 once invoked, about $0.0006 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.