improve-feature

improve-feature is a skill for Claude Code, Codex from TentacleOpera/switchboard. It costs 0 tokens per session (2,090 once invoked), scanned A, original, MIT.

A workflow for improving a Switchboard feature, where a feature is a group of related task plans. It checks the plans for overlap and contradictions, then can merge, remove, rewrite, or split them.

In plain words
What is it for?
Reviewing feature-level task plans, combining overlapping work, removing superseded plans, resolving contradictions, and dividing oversized plans.
Why use it?
It keeps a group of implementation plans coherent when they have become duplicated, outdated, contradictory, or too large.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents); mentions AGENTS.md.

Good fit Reviewing feature-level task plans, combining overlapping work, removing superseded plans, resolving contradictions, and dividing oversized plans.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tentacleopera/switchboard/improve-feature
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add TentacleOpera/switchboard --skill improve-feature
Clone the repo
git clone --depth 1 https://github.com/TentacleOpera/switchboard

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for improve-feature

README.md
[![agentmods](https://agentmods.dev/badge/skills/tentacleopera/switchboard/improve-feature/github.svg)](https://agentmods.dev/skills/tentacleopera/switchboard/improve-feature)
Your own site
<a href="https://agentmods.dev/skills/tentacleopera/switchboard/improve-feature"><img src="https://agentmods.dev/badge/skills/tentacleopera/switchboard/improve-feature/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for improve-feature

Your own site · 80×15
<a href="https://agentmods.dev/skills/tentacleopera/switchboard/improve-feature"><img src="https://agentmods.dev/badge/skills/tentacleopera/switchboard/improve-feature.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,090 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Prompt Injection · line 5
    Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended.
    Fix: Audit all comments and invisible characters. Remove any instructions that direct the agent to perform unauthorized actions. Use plain, reviewable content.
  • medium Excessive Agency · line 33
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.02090
Opus 5.5 $0.00000 $0.00836
Sonnet 5.5 $0.00000 $0.00418
Haiku 4.5 $0.00000 $0.00209

Measured 1mo ago against content hash 3e2ca120aaa2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

improve-feature scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.agents/protocols/improve-feature/SKILL.md · 75 lines

How it starts

The opening of the file, as written. The whole thing — 75 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Improve Feature

Use this workflow when the target is a Switchboard feature (a container of subtask plans), not a single plan. Its job is to make the subtask set coherent: improve every subtask, detect inconsistencies between them, and then restructure — merge overlapping plans, delete superseded ones, rewrite contradictory ones, split oversized ones.

Detect a feature when the target file is under .switchboard/features/, or contains an auto-generated <!-- BEGIN SUBTASKS ... --> / <!-- END SUBTASKS --> block. If the target is a single plan, use improve-plan instead.

Why this is a separate skill

improve-plan is deliberately non-destructive ("never delete content; only update the plan document") because for a single plan that is correct. For a feature it is the opposite of the job — the highest-value action is exactly the thing improve-plan forbids: recognising that two plans are one, that a plan is obsolete, or that a contradiction means one plan gets rewritten. This skill is authorised to cut. Invoking it is the sign-off to restructure the subtask set; there is no per-run confirmation gate.

Guardrails (different from improve-plan, not fewer)

Restructuring is expected — but bounded:

  • Preserve information, not files. Every requirement, edge case, and root-cause note from a plan you delete or merge MUST survive in its target plan. The unit of preservation is the union of intent across the set, never each individual .md.
  • Git is the undo. Commit before any destructive op (delete/merge) so it is trivially reversible. Deletion of a plan file on a branch is cheap — it is a working document, not shipped user data. Do not treat it with production-data caution.
  • Never hand-edit the auto-generated subtasks block (<!-- BEGIN/END SUBTASKS -->) — Switchboard regenerates it from the DB.
  • Route set changes through the real mechanisms, not the block:
    • Remote (no extension): git rm the removed subtask .md files (the plan watcher hard-deletes their rows on the next local pull), create any new consolidated plan file (do NOT write a **Plan ID:** line — it is never read; the importer assigns the ID and keys by file path), and add a **Feature:** <feature-plan-id> line to the new plan file's frontmatter (the feature's UUID, taken from its feature-<uuid>.md filename; applied on import with apply-if-empty semantics). For column moves, you MUST move newly created cards to PLAN REVIEWED using the session-appropriate mechanism:
      • Local (extension or standalone host running): Use the kanban_operations skill (move-card.js) or CLI (switchboard api POST /kanban/move) to move the card to PLAN REVIEWED.
      • Remote (no extension): Use the Notion/Linear provider or MCP to move the card to PLAN REVIEWED. In-place rewrites keep their existing column.
    • Local (extension running): use assign-to-feature.js / the feature's create path for card-set changes.
  • Report the restructure — what merged into what, what was deleted, what survived — so the diff is legible. End with the reconciled subtask list.

Read the full file on GitHub · 75 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed · -1 lines 3e2ca120aaa2
  2. 1mo ago First seen · 76 lines · 0 tokens per session scan A 75c7c779a089

Subscribe to this mod's changes

improve-feature is a skill published in the GitHub repository TentacleOpera/switchboard (215 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,090 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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