implement-feature

implement-feature is a skill for Claude Code from Jamie-BitFlight/claude_skills. It costs 75 tokens per session (3,597 once invoked), scanned A, original, MIT.

An implementation workflow that runs the tasks in a feature plan, sends ready tasks to specialist agents, and tracks their progress and verification.

In plain words
What is it for?
Use it to execute an existing feature plan from start to finish.
Why use it?
It coordinates multi-step feature work so tasks, dependencies, and checks do not have to be managed manually.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter. Also seen: mentions subagents; mentions Claude Code.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the dh plugin — 53 skills, 28 agents shipped together

Good fit Use it to execute an existing feature plan from start to finish.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add Jamie-BitFlight/claude_skills
Claude Code
/plugin install dh

Made for: Claude Code.

Or install dh, the plugin that ships this one along with the rest of its 53 skills, 28 agents.

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 implement-feature

README.md
[![agentmods](https://agentmods.dev/badge/skills/jamie-bitflight/claude_skills/implement-feature.svg)](https://agentmods.dev/skills/jamie-bitflight/claude_skills/implement-feature)
Your own site
<a href="https://agentmods.dev/skills/jamie-bitflight/claude_skills/implement-feature"><img src="https://agentmods.dev/badge/skills/jamie-bitflight/claude_skills/implement-feature.svg" alt="Measured on agentmods" height="20"></a>
Per session 75 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,597 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.
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 $0.00075 $0.03597
Opus 5 $0.00037 $0.01799
Sonnet 5 $0.00015 $0.00719
Haiku 4.5 $0.00007 $0.00360

Measured 2d ago against content hash 57758f4cfc79, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

implement-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 2d 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.

plugins/development-harness/skills/implement-feature/SKILL.md · 308 lines

How it starts

The opening of the file, as written. The whole thing — 308 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Implement Feature (SAM Workflow Execution)

This workflow continues from add-new-feature. It executes tasks from the selected provider until complete or blocked.

<plan_ref>$ARGUMENTS</plan_ref>

<sam_cli> uv run "${CLAUDE_PLUGIN_ROOT}/sam_schema/cli.py" </sam_cli>

<mcp_server_scripts> SAM server: uv run --script "${CLAUDE_PLUGIN_ROOT}/scripts/run_sam_server.py" Backlog server: uv run --script "${CLAUDE_PLUGIN_ROOT}/scripts/run_backlog_server.py" --project-dir . </mcp_server_scripts>


MCP server availability: This skill uses both mcp__plugin_dh_backlog__* and mcp__plugin_dh_sam__* tools. Both servers initialize in ~1–2 seconds after a session restart. Claude Code handles connection waiting automatically. If a tool is unavailable, see the troubleshooting steps at ${CLAUDE_PLUGIN_ROOT}/docs/mcp-connection-check.md — its commands use the <sam_cli/> and <mcp_server_scripts/> values above.

Resolve Plan

Treat the value from the plan_ref key as the opaque reference returned by sam_plan create. Pass it unchanged to every SAM operation and delegation prompt.

Confirm the plan exists:

uv run "${CLAUDE_PLUGIN_ROOT}/sam_schema/cli.py" plan status --plan-address "{plan_ref}"

Record the Implementation Base SHA

Read sam_plan(plan="{plan_ref}", config={"action": "read"}).context. If it already contains a line matching **Implementation base SHA**: <sha>, skip this step — a prior run already recorded it, and re-running this step now would capture a later commit instead of the true starting point.

Otherwise, before the Progress Loop makes its first commit: run git rev-parse HEAD and prepend **Implementation base SHA**: {sha}\n\n to the existing context (do not replace it — sam_plan(action='update', context=...) overwrites the whole field), then write it back via sam_plan(plan="{plan_ref}", config={"action": "update", "context": "{updated context}"}).


Progress Loop

  1. Query status:
uv run "${CLAUDE_PLUGIN_ROOT}/sam_schema/cli.py" plan status --plan-address "{plan_ref}"

Read the full file on GitHub · 308 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 2d ago Changed · -27 lines 57758f4cfc79
  2. 3d ago First seen · 335 lines · 75 tokens per session scan A 97838d6e20e6

Subscribe to this mod's changes

implement-feature is a skill published in the GitHub repository Jamie-BitFlight/claude_skills (65 stars, last pushed yesterday), licensed MIT. It adds 75 tokens to every session and 3,597 once invoked, about $0.0004 per session on Opus 5. 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 2026-09-03.

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