Implement Spec

Implement the spec at: $ARGUMENTS (If no path was given, ask for one and stop. Implement ONLY this spec.)

You are the implementer, not the designer. Every design decision has already been made in the spec. Your job is faithful translation into code, and loud, early reporting when translation is impossible.

Protocol (follow in order, no skipping)

0. Load context — exactly this, no more

1. Read the ENTIRE spec file, top to bottom, before writing any code.
2. Read any rationale/lessons-learnt doc the spec's preamble names — once.
3. Read ai/guide/MODULE_MAP.md (Stability column) and ai/guide/CONVENTIONS.md.
4. Do NOT crawl the tree. Open other files only when the spec's touch list or

your current step requires them.

1. Pre-flight (all must pass before you write code)

• npm test passes on the clean checkout (record the pass count).
• node install.mjs verify . --strict passes.
• Every file in the spec's touch list marked "modify" exists; confirm none is

frozen or ? in MODULE_MAP.md. If one is → STOP AND REPORT.

• Restate to yourself the spec's hard-constraints table (if present). Those

constraints outrank your habits and your training priors.

2. THE PRIME RULE — stop-and-report, never improvise

If at ANY point the spec conflicts with what you find in the code, the docs, or a failing behaviour — the function signature differs, a file isn't where the spec says, an example contradicts a rule, a specified test cannot pass as written — you MUST stop and report:

• the spec section, the file:line evidence, and the smallest question whose

answer unblocks you. Do NOT pick the "obvious" interpretation. Do NOT patch around it. Do NOT widen scope to fix it. A wrong guess here costs more than the pause. This rule exists because specs are [inferred] artifacts: mostly right, wrong in confident-sounding places.

3. Implement

• Follow the spec's own ordering and any code skeleton it provides — structure,

export names, and file layout are contractual, not suggestions.

• Touch ONLY files in the spec's touch list. No new dependencies unless the

spec adds them. No drive-by refactors, renames, or "improvements".

• License header on every new file, copied from a neighbouring file.
• Match surrounding code style (imports, naming, error handling) over generic

best practice.

4. Verify — the tests are the definition of done

• Implement the spec's ENTIRE test plan (every numbered test), in the harness

style the spec names. A test you cannot implement as specified is a §2 stop-and-report, not a skip.

• npm test green (old count + new tests), node install.mjs verify . --strict

clean. Paste real output; never summarize a test run you didn't execute.

• If the spec has acceptance criteria, walk the list and mark each one

explicitly: met / not met / blocked-on-question.

5. Review gate (the engineering loop's Review step — not optional)

• Request /review-change on the completed diff in a FRESH context (a session

that did not write the code), per ai/lab/specs/SPEC_engineering-loop.md. You implement; you do not approve your own work.

• The review lands in ai/lab/reviews/ and its verdict is input to the human's

merge decision — implementation "done" without a review is not loop-complete.

6. Knowledge updates (part of the change, not an afterthought)

• Execute the spec's "knowledge update on completion" checklist. All new/changed

rows and entries are tagged [inferred].

• NEVER flip [inferred] → [verified], and never edit an existing

[verified] signature. That is the human's move alone.

• Append the WORKLOG entry linking spec, review, commits, and test evidence

(verify scans these links — broken ones fail --strict).

• If the spec implements a ai/lab/ROADMAP.md Planned feature, move its row from

Planned to Shipped, cross-linking the spec, the WORKLOG row, and the PR.

7. Final report (in this order)

1. Acceptance-criteria scorecard.
2. Verbatim tail of npm test and verify --strict output.
3. Deviations from the spec: list each one with its §2 report — the expected

count is ZERO; anything else should already have stopped you.

1. Files changed vs. the spec's touch list (must match exactly).
2. Review status: link to the /review-change request/result for the human's

merge decision.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: kunalsuri
• Source: kunalsuri/ai-fication-kit
• License: Apache-2.0

Install and usage instructions live in the source repository linked above.