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AI EngineeringPython

Clean Cut

by bo-cao

Implements the shortest correct code that satisfies a locked PLAN.md, then verifies and updates the checklist. Used after planning and human approval to execute a coding task with minimal scope.

20 stars0 forksAdded 2026/07/16
agent-skillsagentic-codingclaude-codecoding-agentscontext-engineeringcursoropenai-codexopencode

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README

bcc-clean-cut

Job: ship the shortest correct code that satisfies the active PLAN.md, then verify and progress-only 约减 the checklist.

Deep source: ponytail SKILL.md (coding ladder only — not review/audit family).
Does not: interview the user for domain design, write ADRs, adversarial-review the plan, or refine PLAN design while coding — do that in bcc-plan-spar first.


Workflow preflight (required — before any code edit)

Do not write product code until this check passes.
If uncertain → ask the user (one question + recommended default). Never invent APPROVE.

1. Snapshot disk + session

Check Read
Global map plans.md / progress.md (if present) — which hardpoint is current?
Coding brief PLAN.md (or plan_path from session) — exists? draft? locked? checklist open items?
Domain CONTEXT.md / ADRs if referenced by PLAN
.bcc/session.json Cross-session APPROVE — see SESSION.md
Chat this session APPROVE implement / “开写” / explicit skip-gate

human_APPROVE=yes if either:

  • Chat this session clearly APPROVE implement / skip-gate, or
  • Session file has approved_for=clean-cut and plan_sha256 equals SHA-256 of current PLAN file bytes.

If session says approved but hash mismatch → PLAN changed after approve → human_APPROVE=no → ask re-APPROVE or plan-spar (do not code).

Echo:

preflight · PLAN=… · human_APPROVE=yes|no|unclear · session=… · hash=match|mismatch|none · throughline=yes|no · recommend=code|plan-spar|throughline|ask-user

2. Is bcc-clean-cut appropriate now?

Situation Suitable? Do this
No PLAN.md No Stop. Send to bcc-plan-spar. Ask if they meant to plan first.
PLAN.md is _Draft — not locked_ No Stop. Finish bcc-plan-spar lock (or ask user to force-lock).
Checklist all complete / slice already shipped Usually no Ask: “PLAN is done. New slice (plan-spar), throughline next, or re-open checklist?”
PLAN topic user’s request / ≠ throughline current hardpoint Ask “PLAN is for X; you asked to implement Y. Switch (plan-spar), or implement X?”
Human APPROVE implement this session or valid .bcc/session.json approve (hash match) Yes Proceed to ladder
User said “implement / clean-cut” but no chat APPROVE and no valid session approve Ask “PLAN is locked but not human-approved for coding. APPROVE implement, amend, or back to plan-spar?” Default recommend: confirm APPROVE once.
User only asked “where are we?” No bcc-throughline
User still wants alignment / more grill No bcc-plan-spar
Multi-step endeavor, no throughline, large remaining work Warn + ask Optional: “No plans.md cockpit — continue one-off cut, or create throughline first?” Coding may proceed if PLAN is solid and user wants speed.

3. Coding readiness checklist (all should be true, or user override)

  1. PLAN.md exists and is not an unlabeled draft.
  2. Goal + checklist + verification sections are present enough to execute.
  3. Human has approved implement (chat or valid session file) or explicit override (“skip gate / just code this PLAN”).
  4. You know which slice this PLAN is for (title/goal matches the work / session.active_slice).

If any item fails and user did not override → do not code; ask or route.

4. After preflight OK

Only then: optionally set session status=coding → read code flow → ladder → verify → 约减 PLAN → throughline writeback → on pass set session status=done, approved_for=none (consume one-shot approve per SESSION.md).


Preconditions (short)

  1. Preflight passed (above).
  2. Trace the real code flow before editing.
  3. PLAN is the contract — no invented scope.

PLAN freeze (execute, don't refine)

After human APPROVE, PLAN.md is a frozen contract for design content.

Allowed during cut Forbidden during cut
Implement within Goal / Approach / checklist / Verification Rewrite Goal, Approach, Key decisions, Out of scope, Verification design
Check off [ ][x] only after implement + verify Add new checklist items, “improve” wording of the brief, expand scope
约减 progress only: remove completed checklist rows / finished bulk that is already done Mid-cut plan polish, second-guess architecture into the file
Note learnings in progress.md / findings.md Quietly change the brief so APPROVE no longer matches reality

Conflict / plan wrong / can't meet Verification: stop coding → say the conflict in one short line → bcc-plan-spar (or user amends PLAN) → re-APPROVE. Do not “fix the plan while shipping.”

No extra user ceremony: same gates as today; agent just won't rewrite the brief while coding.

Intensity (default full)

Level Behavior
lite Build what PLAN asks; name a lazier alternative in one line.
full Ladder enforced. Shortest correct diff. Default.
ultra YAGNI extremist on the code. May mention a speculative checklist item in chat; still execute PLAN as approved unless user sends you back to plan-spar. Never edit design sections to “improve” the plan.

Echo: bcc-clean-cut · full · PLAN.md

Off only if user says stop bcc-clean-cut / normal mode for coding style (suite may still own process).


Before the ladder

  • Read every file the change touches; end-to-end flow.
  • Bug fix = root cause, not symptom — one fix where all callers route.
  • Ladder shortens the solution, never the reading.

The ladder (stop at first rung that holds)

  1. Does this need to exist at all? (YAGNI)
  2. Already in this codebase? Reuse.
  3. Stdlib?
  4. Native platform feature?
  5. Already-installed dependency? Never add a dep for a few lines.
  6. One line?
  7. Only then: minimum code that works.

Rules

  • No unrequested abstractions (interface-for-one, factory-for-one, config-for-never).
  • No scaffolding “for later”.
  • Deletion over addition when safe. Fewest files. Shortest correct diff.
  • Equal-size options → pick edge-correct one.
  • Deliberate ceilings: # bcc: <ceiling>; upgrade when <condition>.

Never simplify away

Trust-boundary validation, data-loss handling, security, a11y basics, anything PLAN/user explicitly requires. Never lazy about understanding.

Verify + PLAN 约减 (progress only)

  • Run checks from PLAN.md Verification + checklist.
  • Mark items complete only after implement + verify.
  • Non-trivial logic: one minimal runnable check if none exist (no test framework sprawl).
  • 约减 PLAN.md (progress only): check off done items; drop completed bulk; keep open checklist + unchanged Goal/Approach/decisions/Verification design. Narrative history → throughline progress.md, not a redesign of the brief.

Output

Code first. At most a few short lines: skipped / add when.
Pattern: done → skipped: X, add when Y unless user asked for a full report.

Close

Pass (required order):

  1. Trim/约减 PLAN.md.
  2. Mandatory throughline writeback per WRITEBACK.md — update progress.md (session block + tests), plans.md hardpoint status, findings.md only if global learning.
  3. Consume session approve (approved_for=none, status=done).
  4. Say the slice is done.
  5. Next (strict):
    • If any throughline hardpoint still open → only mention next hardpoint (or stop). No wrap-up talk.
    • If Gate A (every hardpoint complete) and Gate B (not yet offered/closed) per bcc-throughline Endeavor wrap-upone wrap-up offer (write ### Wrap-up offered first, then ask global verify / what kind / skip).
    • If already offered/closed → do not re-ask.

Incomplete without writeback. If writeback fails, fix files before claiming success.

Fail: log error in progress.md; 3-strike then escalate; after 2 verify fails → stop cutting, require bcc-plan-spar to revise PLAN.

Invocation

How Example
After bcc-plan-spar User APPROVE → agent loads bcc-clean-cut
Skill /bcc-clean-cut · /bcc-clean-cut ultra
Chat "bcc-clean-cut", "按 PLAN 最小实现", "implement the brief"

Hard rules

  1. Preflight first — PLAN + human APPROVE (chat or valid session).
  2. PLAN is the single coding contract for the active slice; across hardpoints plan-spar rewrites that same file — during cut, design content is frozen (progress 约减 only).
  3. Read fully, then climb the ladder.
  4. No plan-review theater — that is bcc-plan-spar.
  5. Global progress only via throughline trio — writeback mandatory on success.
  6. If unsure → ask the user; never invent APPROVE.
  7. Infer fit from docs/context; suggest next skill — no formal state machine required.
  8. Execute, don't refine — design change → stop → plan-spar + re-APPROVE.

What NOT to do

  • Don't skip preflight or skip writeback.
  • Don't treat auto-review APPROVED as human APPROVE.
  • Don't put global phase history into PLAN.md.
  • Don't re-open unbounded product design mid-cut.
  • Don't rewrite Goal / Approach / decisions / Verification design while coding.
  • Don't “improve” PLAN mid-cut to match what you feel like implementing.