# Opsmill Dev Pruning Residues > Use when an artifact has been argued, iterated, or debugged into its current shape and now carries rationale that only made sense in the process that produced it. Applies to docs, code comments, commit and PR/issue text, and config-file comments. Sweeps the artifact so it states what it does, not why it was argued into that shape. Triggers on "tidy this", "strip the residue", "make this read standalone". - Skill: `opsmill/opsmill-dev-pruning-residues` (Agent Skill) - Install (CLI): `npx skillmds@latest add opsmill/opsmill-dev-pruning-residues` - Raw SKILL.md: https://api.skillmd.com/api/skills/opsmill/opsmill-dev-pruning-residues/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - Author: opsmill (https://skillmd.com/u/opsmill) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/opsmill/opsmill-dev-pruning-residues --- # Prune Residue An artifact that was shaped through a process — a review thread, an iterative coding session, a debugging back-and-forth — accumulates sentences and comments whose job was to win or track that process. They are load-bearing *while the work is happening*. In the finished artifact they are noise: whoever reads it next never saw the process and does not need to relitigate it. The principle: **the artifact does the work, so it states what to do — not why it ended up in this shape.** This skill sweeps an artifact for residue and cuts it, while protecting the rationale that genuinely changes what the reader or maintainer does. It applies to: - **Any artifact** — reference docs, code comments, commit messages, PR/issue descriptions, config-file comments. Anything carrying prose that a process left behind. - **Any process** — human review, an AI pairing/coding session, a debugging loop, plain iteration over time. The residue looks the same regardless of who or what produced it. ## The Test This is the whole skill in one question. For every sentence, clause, or comment that explains, justifies, compares, or narrates rather than instructs or documents: > Would a first-time reader or maintainer who never saw the process act differently without it? - **No** → it's residue. Cut it. - **Yes — it prevents a mistake the reader would otherwise make, or it's needed to choose between options the artifact actually presents** → keep it, but compress to the shortest form that still carries the load. Word count is not the goal. The goal is an artifact where every remaining sentence or comment either tells the reader what to do, documents what something is, or stops them doing the wrong thing. ## Residue Patterns to Flag These appear in prose and in code comments alike: - **Sequencing justification** — "we do X before Y so that…" when the steps or statements are already ordered. The ordering enforces it; just state the step. - **Defensive comparison** — "rather than Z, which would…", "instead of the obvious approach…", "// using a map here instead of a list because…" — defending against an alternative that was raised in the process but isn't present. The reader can't see Z, so the defense reads as noise. - **Process artifacts** — "as discussed", "per feedback", "note that reviewers raised…", "this addresses the concern that…", "// per PR review", "// changed to fix the failing test". - **Meta-hedging** — "you might wonder why…", "it may seem odd, but…", "for clarity…". - **Restated rationale** — a *why*-clause that only repeats what the instruction or code already makes obvious. - **Provenance narration** — "this previously used X; we switched to Y", "// was a loop, now a comprehension", "// refactored per request". That belongs in version-control history, not in the artifact. - **Session narration in commit/PR text** — recounting the back-and-forth ("first tried A, then B failed, so C") instead of stating what the change does and why it's correct now. ## What to Keep (load-bearing rationale) Not all *why* is residue. Keep — but tighten — rationale that: - **Prevents a real mistake**: "use `--no-verify` because the commit carries conflict markers"; "// must run before `init()` or the cache is cold" — an ordering constraint the code does not enforce on its own. - **Warns of a non-obvious consequence** the reader can't infer from the action or code itself: "// O(n²), but n is bounded < 10 by the schema". - **Records an external constraint** the artifact can't show: "// HACK: workaround for upstream bug opsmill/infrahub#123, remove when fixed"; "// API returns dates as strings, not epochs". - **Disambiguates a real fork** the artifact presents, where the reader must choose a branch. - **Actionable `TODO`/`FIXME`** with a concrete next step (as opposed to a stale "// fix later"). When unsure whether a *why* is load-bearing, **keep it and flag it for the user** rather than cut silently. ## Where Not to Apply This Some artifacts exist *to record a decision and its alternatives* — there the rationale is the payload, not residue. Do not sweep: - **Decision records** — ADRs (MADR "Considered Options" / "Consequences"), `DECISION.md`, RFCs, design docs. "X instead of Y because Z" and what was rejected are the whole point. - **Changelogs / release notes** — provenance ("changed from X to Y") is the content. - **Post-mortems / retros** — the narrative of what happened is the value. The test still discriminates: this skill strips rationale that a *process deposited into a doc whose job is to instruct*. When the doc's job is to record *why a choice was made*, leave its rationale intact. ## Steps to Follow 1. **Identify the target** — the file, code range, commit, or PR the user named, or the artifact under discussion. If it's a diff or PR, sweep only the changed prose and comments, not the whole file. 2. **Read it whole.** Residue is usually only visible in context — a sentence or comment reads fine in isolation but is redundant given the step, statement, or comment above it. 3. **Classify** each rationale-bearing sentence or comment with the Test above: cut, keep, or tighten. 4. **Present the proposed cuts before editing** — a list of `quote → verdict → one-line reason`, grouped cut / tighten / kept-but-flagged. Let the user veto any line. Do not edit first and explain after. 5. **Apply** the approved cuts — touch prose and comments only (see Important Rules). 6. **Re-lint** with the repo's linters if present, and confirm clean. For code, confirm the change is comment-only (e.g. the diff touches no executable lines). 7. **Re-read top-to-bottom as a first-time reader.** Does every step, comment, and statement still stand alone without the cut text? If a cut left a gap, the rationale was load-bearing — restore it in compressed form. ## Important Rules - Preserve the artifact's voice and house style; this is a sweep, not a rewrite. - **Never change executable code.** Edit comments and prose only; leave statements, logic, commands, config values, and examples byte-for-byte intact. A comment is fair game; the line it describes is not.