Borrowing it
Nothing to install: this file belongs to ayoubben18/ab-method. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/ayoubben18/ab-method/main/.agents/skills/change-map/SKILL.mdgit clone --depth 1 https://github.com/ayoubben18/ab-methodWrote 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/skills/ayoubben18/ab-method/change-map)<a href="https://agentmods.dev/skills/ayoubben18/ab-method/change-map"><img src="https://agentmods.dev/badge/skills/ayoubben18/ab-method/change-map.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00107 | $0.02686 |
| Opus 5 | $0.00053 | $0.01343 |
| Sonnet 5 | $0.00021 | $0.00537 |
| Haiku 4.5 | $0.00011 | $0.00269 |
Grade A, and why
change-map 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 — 178 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Change Map (pre- and post-implementation)
The artifact that answers "where in the codebase does this task live?" — asked twice, on purpose:
- Planned — before a line is written, from the missions: which modules the task expects to add, change, or brush against.
- Actual — after the missions are green and the reviewers have passed, from the real diff: which modules it did.
- Drift — the difference between them. Drift is the deliverable; the two maps exist so it can be computed at all.
Where the other post-implementation skills judge the change — ../review-implementation/SKILL.md asks "is this good code?", ../sync-architecture/SKILL.md asks "do the docs know about it?" — this one only describes its shape. It never reviews code, never edits code, never edits the architecture docs.
Reduction is the point. A task that touched 40 files gets 6 rows; the cap is 10. A map that reads as an inventory of the diff has failed — the tracker's mission summaries already list the files. The map exists to be understood in seconds, months later, by someone who will not read the diff.
ALWAYS check .ab-method/structure/index.yaml FIRST for where tasks and the architecture/domain docs
live — paths are user-configurable. The rendering rules, the line types, and a full worked file live in
DIAGRAM-FORMAT.md; read it before drawing either pass.
What counts as a module here
Not "a directory". The map partitions the codebase the way this project partitions it, in this order:
CONTEXT.md/CONTEXT-MAP.md— the bounded contexts, named in the project's own ubiquitous language. Best source by far: the map then speaks the domain, and a row nobody predicted reads as a context boundary being crossed, not as "another folder changed".docs/architecture/*— documented entry points, layers, and pattern groupings.- The source tree — top-level source directories, one level deeper where a directory is large.
What ships with it
1 file 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.
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 · 178 lines · 107 tokens per session scan A 217bb47c6843
change-map is a skill published in the GitHub repository ayoubben18/ab-method (189 stars, last pushed 7d ago), licensed MIT. It adds 107 tokens to every session and 2,686 once invoked, about $0.0005 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 2026-09-03.
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