implement-change

implement-change is a skill for Claude Code from leifericf/agentic-sdk. It costs 20 tokens per session (1,553 once invoked), scanned A, original, MIT.

A process for building one software change from its specification through review-ready commits. It uses Jujutsu, a version-control tool, with a linear stack of changes rather than development branches.

In plain words
What is it for?
Use it to start a change on the current code tip, implement a feature slice, follow the repository's worktree and collaboration rules, and prepare a review-clean result.
Why use it?
It gives the work a repeatable structure and reduces confusion about where changes belong, how they are ordered, and when they are ready to land.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Good fit Use it to start a change on the current code tip, implement a feature slice, follow the repository's worktree and collaboration rules, and prepare a review-clean result.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/leifericf/agentic-sdk/implement-change
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 leifericf/agentic-sdk --skill implement-change
Clone the repo
git clone --depth 1 https://github.com/leifericf/agentic-sdk

Made for: Claude Code.

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 implement-change

README.md
[![agentmods](https://agentmods.dev/badge/skills/leifericf/agentic-sdk/implement-change/github.svg)](https://agentmods.dev/skills/leifericf/agentic-sdk/implement-change)
Your own site
<a href="https://agentmods.dev/skills/leifericf/agentic-sdk/implement-change"><img src="https://agentmods.dev/badge/skills/leifericf/agentic-sdk/implement-change/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.

agentmods 80×15 button for implement-change

Your own site · 80×15
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Per session 20 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,553 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00020 $0.01553
Opus 5.5 $0.00008 $0.00621
Sonnet 5.5 $0.00004 $0.00311
Haiku 4.5 $0.00002 $0.00155

Measured 1mo ago against content hash 9ffba397f993, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

implement-change 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 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.

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.

skills/implement-change/SKILL.md · 120 lines

How it starts

The opening of the file, as written. The whole thing — 120 lines — stays where its author put it; the contents beside it link to each section on GitHub.

implement-change

Role: the phase driver. Builds one change or slice from spec to a review-clean linear stack on the tip, ready for the maintainer to land.

Prerequisites

~/.agentic-sdk/<project>/project.edn exists with :lanes and :vcs. A spec (argument or conversation), or an approved feature plan to pick the next slice.

Procedure

Conforms to skills/shared/references/orchestration.md (dispatch, context budget, autonomy, resumption, runtime adaptation) and skills/shared/references/worktree-model.md (topology, ordering law, conflict law).

jj-first. Work is a linear stack of commits on the current tip; @ is the working-copy commit (describe it, jj new to advance). No development branches. The protected main line is a bookmark trailing the tip, advanced only at land time by the maintainer. Never base work on it: it forks history when main lags the tip.

  1. Initialize. Pick a slug. Start the next commit on the current tip, never on the main bookmark: jj new on the tip, then jj describe -m "<slug>: <one-line summary>". The change is the next commit (or commits) on the stack, referenced by change id and description, not a bookmark. Hold the one-paragraph change summary in context for the rest of the run to cite. A long run may keep a minimal, gitignored resume checkpoint under ~/.agentic-sdk/<project>/runs/<slug>/ recording what is done (units landed, rounds completed, findings still open); never committed, never the hand-off medium.
  2. Plan units. Scan the decision index (the ADR store from the descriptor) for records the spec touches first: a plan that contradicts an ADR goes to the maintainer before any dispatch. Record a real choice (where the rejected alternative was reasonable) via record-decision. With no explicit spec, the spec is the next runnable slice from the approved feature plan: respect the dependency graph, take its planned commits as the starting unit breakdown. Split the spec into units, each owning one module. Dispatch gather-module-context once per module for the whole phase and hold the brief, to embed into the writer dispatches in step 3 and every review-round-runner dispatch in step 6. Every unit gets a test unit and an implementation unit. State each unit's spec in three to six lines. Size every unit to one agent in one sitting: if it needs a second dispatch to finish, it was two units.
  3. Write. Test units first, implementation units second. Within each wave, dispatch in module-batches: one batch is all modules with independent work at that wave, run in parallel via the Agent tool. Wait for the batch, collect the writers' returns (LANDED <change-id> plus any CHANGELOG: lines; hold both in context), then the next wave. Each dispatch prompt carries the unit's complete spec plus its module brief, self-contained so the writer never needs this session's context. The writer loads write- for the active language (write-c, write-zig, write-clj, write-elixir) or write-tests. Fan out where the runtime supports nested dispatch, else run inline per the adaptation rule in orchestration.md.
  4. Integrate. Inline mode: writers committed in module order (leaf modules first, then dependents, then the app or top-level composition; tests before their implementations within each module), nothing to fold. Worktree mode: fold each writer's change into the stack in module order, tests before implementations. A needs-cross-module writer becomes one fresh writer with the union of the cross-module work, folded in after, then continue.
  5. Verify. One verifier on the stack running verify-lanes against the project's lanes (from the descriptor): the cheap tier on every unit. FAIL feeds back to an editor and re-verifies, twice max, then escalates and the round continues.
  6. Review rounds, capped at two. Dispatch one review-round-runner on the stack scope, embedding the per-module briefs from step 2 in its prompt. It runs run-review-round: fans out the active check-* dimensions over the scope, runs the spine triage task, dispatches editor waves by level via apply-findings, and re-verifies. Run a second round only if a high- or medium-severity correctness or security finding remains open after the first, or the phase touches three or more modules, a native edge between languages, or untrusted input. Never more than two. Low-severity and style-only findings a would-be third round would raise are not a new round: record them as forward tasks in the decisions log per the forward-only law. Each round returns exactly one summary line; hold those lines in context.
  7. Land. The history is already a linear stack on the tip; nothing to restack. Update the changelog via write-changelog (if the project keeps one; alpha/beta projects do not, and write-changelog returns no line): create the ## Unreleased heading if absent; append each CHANGELOG: line the writers and round-runners returned, grouped by category prefix. Describe the change via write-commit. Then show the maintainer: the stack head, the commit list, the changelog diff (if any), the round summaries, and any escalations held. Advancing main is the maintainer's call: offer, do not assume. An autonomous run never advances main itself. On a yes, the maintainer advances the bookmark over the stack and pushes. A clean run can delete its resume checkpoint.

Read the full file on GitHub · 120 lines

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. 1mo ago First seen · 120 lines · 20 tokens per session scan A 9ffba397f993

Subscribe to this mod's changes

implement-change is a skill published in the GitHub repository leifericf/agentic-sdk (5 stars, last pushed 1mo ago), licensed MIT. It adds 20 tokens to every session and 1,553 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.