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.
/plugin marketplace add Jamie-BitFlight/claude_skills/plugin install dhWrote 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.
[](https://agentmods.dev/skills/jamie-bitflight/claude_skills/implement-feature)<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>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.
| Model | Per session | Once 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 | $0.00360 |
Grade A, and why
implement-feature scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 308 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Implement Feature (SAM Workflow Execution)
This workflow continues from add-new-feature. It executes tasks from the selected provider until complete or blocked.
<plan_ref>$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
- Query status:
uv run "${CLAUDE_PLUGIN_ROOT}/sam_schema/cli.py" plan status --plan-address "{plan_ref}"
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.
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.
- 2d ago Changed · -27 lines 57758f4cfc79
- 3d ago First seen · 335 lines · 75 tokens per session scan A 97838d6e20e6
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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