Agent skill

Dr Validate Change

by AHepi in AHepi/DeepReason

Prove the completed change against every acceptance check in SPEC.md and the full DeepReason gate, producing VALIDATION.md.

MITAuto-check passedDevelopment

Install Dr Validate Change

skills CLI
$ npx skills add AHepi/DeepReason --skill dr-validate-change -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install AHepi/DeepReason dr-validate-change --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/AHepi/DeepReason.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/dr-validate-change .claude/skills/dr-validate-change && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
dr-validate-change
GitHub stars
141
Token cost
~1.5k tokens
SKILL.md length
779 words
Files
1
Skills in repo
30
Repo updated
First seen
Licence
MIT

At a glance

Prove the completed change against every acceptance check in SPEC.md and the full DeepReason gate, producing VALIDATION.md.

  • Works in 9 steps: Re-read REQUEST.md, SPEC.md,… → Run EVERY acceptance check in SPEC.md,… → Run the regression ring: the full gate → …
  • Every CHECKLIST.md step is checked
  • SKILL.md covers Procedure, VALIDATION.md template and Exit criteria
  • Calls git, pytest and python

What it does

Dr Validate Change is an agent skill from AHepi/DeepReason. Prove the completed change against every acceptance check in SPEC.md and the full DeepReason gate, producing VALIDATION.md. Use when every CHECKLIST.md step is checked. Validates only; never patches.

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Development. It works with Git. The licence is MIT.

When your agent uses it

  • Every CHECKLIST.md step is checked

Example prompts

  • “/dr-validate-change”

Requirements

  • Python 3

Workflow steps

9 steps, taken from the first numbered list in SKILL.md.

  1. Re-read REQUEST.md, SPEC.md, CHECKLIST.md in full. Yes, again —
  2. Run EVERY acceptance check in SPEC.md, in item order, even ones a
  3. Run the regression ring: the full gate
  4. Behavior-preservation spot-check: if the change touched a reader
  5. Frozen-surface diff — paste it, empty or explained
  6. Packaging-surface check. If the change touched pyproject.toml,
  7. Map validation — the documentation half of the gate
  8. Requirement sweep: for every R in REQUEST.md, one line — which
  9. Assumption audit: list SPEC.md's assumptions A1..An in

What it can do on your machine

Read from SKILL.md and the folder at commit 9607fba. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • git
    • pytest
    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Dr Validate Change loads about 1.5k tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 779 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~55
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from AHepi/DeepReason at commit 9607fba, republished under its MIT licence (© AHepi). 779 words, ~1,493 tokens.

Download SKILL.mdSave it as .claude/skills/dr-validate-change/SKILL.md (or your agent's skills folder).
name
dr-validate-change
description
Prove the completed change against every acceptance check in SPEC.md and the full DeepReason gate, producing VALIDATION.md. Use when every CHECKLIST.md step is checked. Validates only; never patches.

Validate the change

Input: SPEC.md's acceptance checks + the finished checklist. Output: VALIDATION.md with verdict PASS or FAIL. You run checks and record outcomes. You do not fix anything — a failure routes back to re-planning with evidence, which is cheaper than a hidden patch that invalidates the checklist's audit trail.

Procedure

  1. Re-read REQUEST.md, SPEC.md, CHECKLIST.md in full. Yes, again — this is the phase that catches forgotten requirements, and it can only catch what it re-reads.

  2. Run EVERY acceptance check in SPEC.md, in item order, even ones a checklist step already ran — steps prove local progress; this phase proves the assembled whole. Paste each real output.

  3. Run the regression ring: the full gate (pytest tests/ -q -n 4) must end 0 failed. A failure you caused is a FAIL verdict; a pre-existing failure you can prove pre-dates the change (git stash → rerun → git stash pop) is recorded as such and does not block, but goes to PARKED.md.

  4. Behavior-preservation spot-check: if the change touched a reader or validator of the append-only record, re-run verify_root on one known-good committed root and one defect-era root — prior verdicts must be unchanged except where SPEC.md says otherwise.

  5. Frozen-surface diff — paste it, empty or explained:

     git diff --stat <tranche-base>..HEAD -- \
       src/deepreason/capabilities/state.py src/deepreason/harness.py \
       src/deepreason/invariants.py src/deepreason/run_manifest.py \
       src/deepreason/qualification.py

    Empty output is the expected result and is pasted as proof. Non-empty output is a FAIL unless REQUEST.md quotes the operator approving that exact surface — convention guards these files at design time, but this paste is the one MECHANICAL tripwire on the path, so it is not optional.

  6. Packaging-surface check. If the change touched pyproject.toml, CLI entry points, the MCP server surface, or the wheel layout: run python scripts/wheel_smoke.py (plus python -u scripts/wheel_operational_smoke.py when the operational provider-facing surface moved) and paste the last lines. The smokes pin expected sets and hashes; a surface change whose commit did not update those pins is a FAIL. If the surface did not move, write "packaging surface untouched — smoke not owed": the skip must be a recorded decision, not an omission.

  7. Map validation — the documentation half of the gate:

     python tools/docs_verify.py          # must report 0 failed
     python tools/docs_verify.py --audit  # must report 0 findings
     python tools/docs_verify.py --links  # must report 0 dangling
     python tools/docs_verify.py --coverage  # 0 findings on swept seams
     python tools/docs_verify.py --stale  # read; judge each entry

    A failing check is a FAIL verdict exactly like a failing test: it means a document now asserts something untrue about the tree, and shipping it is shipping a lie the next reader will act on. --stale is advisory, but every entry it lists must be either updated or explicitly dismissed in VALIDATION.md with the reason — silence about a stale document is how the map dies. Confirm too that behaviour the change ADDED is covered by at least one new map check. A change with no new check has documented nothing falsifiable. And if the change added a typed-record OBSERVABLE (a field, record type, or finding), confirm a sweep probe for it exists or is specced as its own follow-up commit — "sweep byte-identical" is trivially true for data the sweep never reads, so an observable with no probe and no written justification is a FAIL.

  8. Requirement sweep: for every R in REQUEST.md, one line — which acceptance output demonstrates it, or why it is legitimately deferred (operator's words required). An R with neither is a FAIL: the work is incomplete no matter how green the gate is.

  9. Assumption audit: list SPEC.md's assumptions A1..An in VALIDATION.md so the delivery surfaces them to the operator.

Show full SKILL.md (66 more words)Show less

VALIDATION.md template

# Validation for: <request headline>
## Acceptance checks
S1: <command> -> <pasted output> : PASS|FAIL
...
## Full gate
<last line pasted, e.g. "3107 passed, 7 skipped"> : PASS|FAIL
## Record-behavior preservation
<root>: <unchanged | changed as specified> (or "n/a")
## Map
docs_verify: <N documents, M checks, 0 failed> : PASS|FAIL
docs_verify --audit: <N findings> : PASS|FAIL
docs_verify --links: <N dangling> : PASS|FAIL
docs_verify --coverage: <N findings, M seams without a Sweep header> : PASS|FAIL
docs_verify --stale: <each entry, updated or dismissed with reason>
new checks added by this change: <ids/files, or "none - see why">
record observables added vs sweep probes: <none | observable -> probe/justification>
wheel smoke: <pasted tail | "packaging surface untouched — smoke not owed">
## Requirement sweep
R1: demonstrated by S1 output | deferred (operator: "<quote>")
...
## Assumptions carried
A1: <one line>
## Verdict: PASS | FAIL
FAIL detail: <which check, real output, suspected step>

Exit criteria

  • VALIDATION.md committed and pushed, every acceptance check run with pasted output, every R swept.
  • No file other than VALIDATION.md (and PARKED.md) modified. A map document that needs updating is a FAIL routed back to dr-execute-step, not something validation fixes in passing — validation that edits the thing it validates proves nothing.
  • Return to the orchestrator: PASS -> dr-deliver-change; FAIL -> dr-plan-steps with the FAIL detail.

© AHepi, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .claude/skills/dr-validate-change of AHepi/DeepReason.

Open the folder on GitHubat commit 9607fba

Compare with similar skills

Dr Validate Change next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

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Code Review ChecklistshareAI-lab/learn-claude-code78k5 repos~1.1kAutomated safety check: PassMIT
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Understand Diff AnalysisEgonex-AI/Understand-Anything86k1 repos~1.4kAutomated safety check: PassMIT

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Works with

Categories

Questions about Dr Validate Change

What does Dr Validate Change do?

Prove the completed change against every acceptance check in SPEC.md and the full DeepReason gate, producing VALIDATION.md. Dr Validate Change is an agent skill from AHepi/DeepReason.md.

When should I use Dr Validate Change?

Dr Validate Change fits situations like: every CHECKLIST.md step is checked.

How do I install Dr Validate Change in Claude Code?

Run `npx skills add AHepi/DeepReason --skill dr-validate-change -a claude-code`. Or copy the skill folder (.claude/skills/dr-validate-change in AHepi/DeepReason) into .claude/skills/dr-validate-change in your project. Claude Code loads it when a task matches its description.

How do I install Dr Validate Change in Codex?

Run `npx skills add AHepi/DeepReason --skill dr-validate-change -a codex`. Or copy the skill folder (.claude/skills/dr-validate-change in AHepi/DeepReason) into .agents/skills/dr-validate-change in your project. Codex loads it when a task matches its description.

Can I use Dr Validate Change in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AHepi/DeepReason --skill dr-validate-change -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dr-validate-change, .gemini/skills/dr-validate-change, .github/skills/dr-validate-change and .opencode/skills/dr-validate-change in your project.

What does Dr Validate Change need to run?

Going by SKILL.md and its folder, Dr Validate Change needs the command-line tools its instructions call (git, pytest and python). Our summary lists: Python 3.

Does Dr Validate Change access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Dr Validate Change safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Dr Validate Change use?

Dr Validate Change is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Dr Validate Change use?

About 1.5k tokens (SKILL.md is roughly 6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Dr Validate Change?

Skills that share tags, products or a category with Dr Validate Change: Finishing a Development Branch (obra/superpowers, 296k stars), Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), Codebase Knowledge Graph Q&A (Egonex-AI/Understand-Anything, 86k stars) and Code Design Rationale Investigator (cursor/plugins, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Dr Validate Change?

AHepi (a GitHub user) maintains it in AHepi/DeepReason, which has 141 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on September 10, 2026.

Source: AHepi/DeepReason on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.