paulnsorensen/easy-cheeseMIT5 files

Hard Cheese

Checks whether an author can explain a code change before review. Use when the user requests `/hard-cheese`, `/cheese --hard`, or an understanding check. Use it before a pull request or through the `--hard` pipeline flag. Do not use it for reviews, test hardening, or fixes.

Specification
Skill ID
paulnsorensen/easy-cheese/hard-cheese
Publisher
paulnsorensen
Repository
easy-cheese
Installs
0
Files
5
License
MIT
Synced
Sep 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

paulnsorensen/easy-cheese/hard-cheeseInstalls these files
  • SKILL.md
  • references/commands.md
  • references/composition.md
  • references/judge-prompt.md
  • scripts/hard-cheese.pyz

What this skill tells the agent

/hard-cheese

The gate reduces epistemic debt. This debt exists when code passes checks, but the author cannot explain it.

Inputs

/hard-cheese [<slug>] [--socratic-cap N=3] [--passing-score N=3] [--no-judge]

Arguments:

  • <slug> identifies the artifact at .cheese/hard-cheese/<slug>.md. This argument is optional. Without it, use the short SHA of HEAD. An explicit slug overrides the SHA.
  • --socratic-cap N sets the maximum number of retries. The gate then marks the artifact FAILED and returns a non-zero status. The default is 3. Vibecheck has no limit, but easy-cheese prevents infinite loops.
  • --passing-score N sets the minimum SOLO score for PASS. Use a value from 1 through 5. The default is 3. The gate treats a previous PASS below this value as stale.
  • --no-judge enables log-only mode. Record the user's explanation with status: LOGGED. Do not start the judge sub-agent. This mode is the easy-cheese equivalent of the optional JSONL telemetry mode in vibecheck. It retains more content. See ## Divergence from the paper.

Invocation modes

ModeHow the gate runsWhere the gate sits
standaloneThe user runs /hard-cheese <slug> before a pull request.Outside the pipeline. No upstream skill is required.
propagated/plate --hard runs /hard-cheese <slug> after the final writes and before publication.At the verified-artifacts to share-for-review boundary.

--hard passes through /cheese → /mold → /cook → /press → /age → /cure → /plate. Only /plate runs /hard-cheese.

See `../cheese/references/harness-portability.md` for portability requirements. It covers helper resolution, sub-agent dispatch, GitHub operations, and handoff transitions. Use the bundle or repository helper first. Use ${CLAUDE_SKILL_DIR} only as an optional host fallback. The handoff blocks define the portable contract because slash commands are host renderings, not the control model.

Flow

  1. Resolve scope.
  • Set diff_base = origin/main and diff_head = <short-sha of HEAD>.
  • Load .cheese/specs/<slug>.md as the optional intent reference when it exists. The diff remains the source of truth.
  • Use the short SHA of HEAD when no slug exists.
  • If the diff against origin/main is empty, return 0 with "nothing to gate on". Do not write an artifact.
  1. Freshness check. Run the freshness check before you run the gate:
   python3 skills/hard-cheese/scripts/hard-cheese.pyz freshness-check \
     --slug <slug> --passing-score <n>

Exit 0 for previously_passed. Print "previously passed" and stop. Continue to step 3 for stale or new. A stale result has exit status 2. A new result has exit status 3. A result is stale when HEAD changes or the last PASS score is too low.

  1. Rank the hunks, then compose the vibecheck prompt. Keep it faithful to Sankaranarayanan 2026. Use "share for review" to keep the gate implementation independent.

Run rank-hunks before you compose the prompt:

   python3 skills/hard-cheese/scripts/hard-cheese.pyz rank-hunks \
     --base origin/main --head HEAD

Show the ranked regions next to the diff summary, one line per hunk, as path:start-end — reasons. Put the changed lines from every ranked region in the 80-line diff summary before other context. Make no judge call before the first attempt.

Before this is shared for review, explain in your own words what this change is for. How does <feature or fix> work? Why does it produce the desired behavior? What state, control flow, or invariants does it rely on? Start with the highlighted regions.

Show a diff summary with the prompt. For /plate, also show the complete final evidence:

  • the final artifact inventory,
  • each {target, backend, verified} completion row,
  • the tracked artifact diff,
  • the quality gate result.

Stop with a non-zero status when /plate omits one of these four values. Stop with a non-zero status when a completion row has verified: false.

  1. Record the user's explanation as free text. Do not provide coaching or example answers. The explanation is the artifact under test.
  1. Start the judge sub-agent in a fresh context. Use the same pattern as the /cook fan pathway.
  • Use references/judge-prompt.md as the system prompt.
  • Provide the passing score, diff summary, optional spec excerpt, the targets JSON from rank-hunks, and user's explanation.
  • Require this JSON object: {score, level, pass, feedback, socratic_qs, targets_addressed}.

See references/judge-prompt.md for the full system prompt and output shape.

Skip this step when the user sets --no-judge. Mark the attempt status: LOGGED, write the artifact, and return 0.

  1. Process the judge result.
  • Mark the attempt PASS when score >= <passing-score>.
  • Mark the attempt FAIL when score < <passing-score>. Show the Socratic questions; at least one question anchors to a ranked hunk from targets_addressed. When targets is empty or absent, skip the anchoring requirement and expect an empty targets_addressed. Return to step 4 while retries remain.
  • Mark the attempt ERROR when the judge fails. Print a warning and return 0. See ## Divergence from the paper.

Append the attempt row:

   python3 skills/hard-cheese/scripts/hard-cheese.pyz append-attempt \
     --slug <slug> --status <PASS|FAIL|ERROR> --score <n> \
     --feedback "<judge feedback>" --explanation "<user explanation>"
  1. Process an exhausted limit. Set the artifact status: FAILED. Print the artifact path and return a non-zero status. Stop downstream chains.

Artifact

.cheese/hard-cheese/<slug>.md contains the audit trail. The .gitignore file excludes .cheese/, so the audit trail remains local.

Each file starts with this YAML frontmatter block:

---
slug: <slug>
attribution: Sankaranarayanan 2026 / vibecheck
rubric: SOLO Taxonomy (1-5), pass threshold = <passing-score>
passing_score: <n>
divergence: fail-open on judge error (vibecheck fails closed)
diff_base: <sha>
diff_head: <short-sha>
status: PASS | FAIL | FAILED | LOGGED | ERROR
attempts: <n>
---

append-attempt writes the attempt log as this six-column markdown table:

| timestamp | head_sha | status | score | feedback | explanation |
| --- | --- | --- | --- | --- | --- |
| 2026-06-25T10:00:00+00:00 | a1b2c3d | FAIL | 2 | "Unistructural: lists steps but no causal link" | <user explanation verbatim> |
| 2026-06-25T10:05:00+00:00 | a1b2c3d | PASS | 4 | "Relational: explains why invariant holds" | <user explanation verbatim> |

Each invocation appends attempts and does not overwrite rows. If HEAD changes, append new rows below the earlier rows.

Sub-agent contract — fresh judge

  • Use fresh context for every invocation. The code-writing context can bias the judge.
  • Resolve a no-tool or read-only reviewer at powerful power and high effort. Use the shared agent resolver.
  • The shared resolver pins each reviewer to powerful. Do not lower this value for the judge.
  • Use a general worker only with no-write enforcement. Set degraded: true.
  • Use references/judge-prompt.md as the system prompt.
  • Give the judge the diff summary, the optional spec excerpt, the targets JSON, and the explanation. Require a JSON reply. Prohibit repository writes.
  • Parse the JSON output. On a parse error, log an ERROR attempt and fail open.

The gate requires a host sub-agent feature. Without this feature, recommend /hard-cheese --no-judge to record the explanation without a grade.

Attribution

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