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This entry duplicates dsh-trim-cot-leakage, which is the one we list in search.

dsh-trim-cot-leakage

Use when auditing or fixing prose that reads like a leaked reasoning transcript — dead design-session citations such as (decision N), audit item codes, or §N…

Skill by Narendarcodes

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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

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About

Use when auditing or fixing prose that reads like a leaked reasoning transcript — dead design-session citations such as (decision N), audit item codes, or §N of uncommitted drafts; change narration such as "used to", "no longer", "this cut"; stack or review vantage ("a later PR in this stack", "rejected in review"); reviewer-addressed justifications; control-flow narration; or hedged planning residue in comments, JSDoc, docs, or Agent Notes.

Use cases: design, security, productivity, agent-building

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Skill name
dsh-trim-cot-leakage
Description
Use when auditing or fixing prose that reads like a leaked reasoning transcript — dead design-session citations such as (decision N), audit item codes, or §N of uncommitted drafts; change narration such as "used to", "no longer", "this cut"; stack or review vantage ("a later PR in this stack", "rejected in review"); reviewer-addressed justifications; control-flow narration; or hedged planning residue in comments, JSDoc, docs, or Agent Notes.
License
MIT
Instructions
42 lines in SKILL.md · view on GitHub

Files (3)

  • SKILL.md
  • examples.md · references/
  • recall-batteries.md · references/

SKILL.md (first lines)

# Trimming Chain-of-Thought Leakage

Chain-of-thought leakage is prose whose vantage is the authoring session rather than the repository: it cites artifacts only that session could see, narrates the change instead of the state, or argues with a reviewer who has left. The fix is never deletion alone when a passage carries factual clauses — restate each so it stands at HEAD, then delete the transcript around it; a passage carrying none (an audit code, control-flow narration) is deleted outright. **REQUIRED BACKGROUND:** [dsh-prose-standard](../dsh-prose-standard/SKILL.md) owns the complete-proposition rule this skill applies; the [committed-artifact-citations note](../../notes/implemented/process/2026-08-09-committed-artifact-citations.md) owns the citation rule's rationale. It is guidance, not a script.

## The one test

For every suspect passage ask: **could a reader at HEAD, with no access to any session transcript, PR thread, or uncommitted draft, resolve every reference and verify every claim?** If no, restate the surviving facts from the repository's vantage and delete the rest. If yes, it is not leakage, however historical it sounds — but resolvability only clears this skill's bar: on current-state surfaces (READMEs, docs, JSDoc) a resolvable change story is still change narration, and class 3 routes it to its sanctioned home.

## Taxonomy

1. **Dead design-session citations** — `(decision 7)`, `(audit C2)`, `design §4.7`, `plan §1.4`, phase labels (`T4`, `W3`, `P-I`), "the design ledger", "(B ruling)". If the decision has a committed owner, cite it by name and path; otherwise delete the citation and restate its factual clause to stand alone.
2. **Stack and PR vantage** — "a later PR in this stack", "this PR adds", "the previous commit". State the shipped mechanism or the extension point; deferred work moves to a `TODO` marker or an issue reference.
3. **Change narration and version stamps** — "used to", "no longer", "the old X", and indexical stamps ("v1", "this cut", "today", "now" contrasting with a past state). State the present behavior; a fixed regression becomes a present-tense counterfactual ("without X, Y happens"), never repo history ("used to Y").
4. **Review choreography** — "Rejected in review:", "the reviewer confirmed", draft ordinals ("v5 of this note"), round attributions. Keep the surviving decision and rationale as plain fact; delete who said it when.
5. **Reviewer-addressed justification** — "the cast is safe — it simply…", "this is correct because…". A comment arguing its own correctness addresses a reviewer, not a maintainer. State the invariant that makes the code safe, or delete the comment if the code shows it.
6. **Restatement and derivation transcripts** — control-flow narration ("first we X, then we Y"), test walkthroughs, proofs of obvious branches. Delete; keep only a non-obvious contract or invariant.
7. **Hedges and planning residue** — "probably fine for now", "should be enough", deferrals with no marker. Promote to `TODO`/`FIXME` or restate as the actual bound; delete the hedge.
8. **Authoring-language slips** — untranslated working-language fragments (端, 设计稿, `---- 私有 ----` separators) in prose whose language is otherwise English, or the reverse in a zh counterpart. Translate or delete.

## What is not leakage

Unaided citation passes fail in both directions by deleting durable references and keeping dead ones. Apply these keep rules as written; [examples](references/examples.md) calibrates each:

- **Issue references** — `#1470`, `TODO(name):`, "issue #N owns the follow-up" resolve at HEAD; keep them on any surface, including READMEs. Do not relocate them to Agent Notes.
- **Merged-PR and issue citations inside Agent Notes and postmortems** — sanctioned evidence per the [documentation standard](../../../docs/AGENTS.md)'s change-story routing.
- **Suppression justifications** — `oxlint-disable … -- reason`, coverage-ignore reasons, empty-catch explanations are required prose; fix a false reason, never delete it.
- **Counterfactual-present regression pins** — "without X, Y happens", "a naive X would…".
- **Measured bounds** — "(measured: 512 nests ≈ 0.15s)" calibrating a constant; the provenance word "measured" is load-bearing.
- **Runtime old/new states** — "the old connection drains before the new one accepts" is runtime lifecycle, not change history.
- **Historical stage names inside a note's change-story sections** — "the first cut shipped X" is current-state-safe there; indexical stamps ("this cut") stay banned everywhere.
- **External references that resolve outside the repo by design** — standards sections (RFC 9110 §10.1.5), Figma frame names; the §-ban covers uncommitted internal drafts, not external standards or committed docs that own their §-numbering.
- **Project voice and genre forms** — "we" as project voice; a note's Alternatives-considered section.

## Workflow

1. Scope and exclusions per [dsh-prose-standard](../dsh-prose-standard/SKILL.md): require an explicit scope; never touch `vendor/` or `.agents/notes/archived/`. Recorded fixtures and snapshots are derivatives, not prose targets: change the owning source or scenario and regenerate them only when an authorized behavior change requires new evidence.
2. Audit read-only first: run the [recall batteries](references/recall-batteries.md) (with `--hidden` so `.agents/` is searched), calibrating each probe against a known positive and a near-miss negative before trusting its output, then judge every hit semantically. The batteries are probes, not the definition — each review round of the original purge found cases the batteries missed, so also read the densest prose in scope (module JSDoc, READMEs, Agent Notes) without a pattern in hand.
3. Fix owner-first per surface: generated catalogs → trace every consumer, fix the source JSDoc or generator template, then regenerate all derivatives; type-equivalence fences → fix the source JSDoc, then re-paste both bilingual pages (`verify-type-equiv` pins them); bilingual prose → update the counterpart minimally and re-record it through the [lightweight routine](../../../docs/AGENTS.md#writing-rules); bilingual fences → copy the corrected verbatim block byte-for-byte into both sides per [dsh-doc](../dsh-doc/SKILL.md), then re-record the pair; model- or user-visible strings → route through [dsh-prose-standard](../dsh-prose-standard/SKILL.md) and change only with owning behavior evidence, otherwise leave unchanged and report the deferral.
4. Before deleting anything, enumerate the passage's propositions (prose-standard) and check the [overcorrection traps](references/examples.md#overcorrection-traps): trims that flip an obligation into an endorsement, promote a hypothetical to a shipped feature, delete a true fact, or drop provenance.
5. Verify: re-run the batteries expecting only sanctioned keeps, this skill's own directory, and the owning note's quoted evidence; confirm every remaining citation resolves at HEAD; run the gates for touched surfaces (`doc-sync` for docs, `verify-type-equiv`, `verify-translation-pairing`).

From Narendarcodes/Hyperion-workbench, MIT.

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Last commit (this folder)
Sep 7, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

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License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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dsh-trim-cot-leakage skill. Agent Mart. https://agentmart.dev/skills/narendarcodes-dsh-trim-cot-leakage (last updated 2026-10-24)