benefits-tracking

benefits-tracking is a skill for Claude Code from daddia/claude-for-strategy. It costs 69 tokens per session (1,321 once invoked), scanned A, original, MIT.

A benefits-tracking skill that periodically compares measured results with each benefit's registered starting point and target, including a judgment about how much of the result the initiative caused.

In plain words
What is it for?
It helps update tracking records, compare actuals with baselines and targets, assess attribution, and flag benefits that are at risk or no longer progressing.
Why use it?
It separates evidence of delivered value from ordinary project progress reports and avoids claiming credit when the available data is insufficient.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: reads .claude/ paths; mentions CLAUDE.md.

Part of the value-realisation plugin — 5 skills, 1 agent shipped together

Good fit It helps update tracking records, compare actuals with baselines and targets, assess attribution, and flag benefits that are at risk or no longer progressing.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/daddia/claude-for-strategy/benefits-tracking
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 daddia/claude-for-strategy --skill benefits-tracking
Clone the repo
git clone --depth 1 https://github.com/daddia/claude-for-strategy

Made for: Claude Code.

Or install value-realisation, the plugin that ships this one along with the rest of its 5 skills, 1 agent.

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 benefits-tracking

README.md
[![agentmods](https://agentmods.dev/badge/skills/daddia/claude-for-strategy/benefits-tracking/github.svg)](https://agentmods.dev/skills/daddia/claude-for-strategy/benefits-tracking)
Your own site
<a href="https://agentmods.dev/skills/daddia/claude-for-strategy/benefits-tracking"><img src="https://agentmods.dev/badge/skills/daddia/claude-for-strategy/benefits-tracking/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 benefits-tracking

Your own site · 80×15
<a href="https://agentmods.dev/skills/daddia/claude-for-strategy/benefits-tracking"><img src="https://agentmods.dev/badge/skills/daddia/claude-for-strategy/benefits-tracking.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 69 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,321 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 $0.00069 $0.01321
Opus 5 $0.00034 $0.00660
Sonnet 5 $0.00014 $0.00264
Haiku 4.5 $0.00007 $0.00132

Measured 6d ago against content hash 9b3de2a349ee, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

benefits-tracking 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 6d 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.

value-realisation/skills/benefits-tracking/SKILL.md · 105 lines

How it starts

The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Benefits Tracking

When to use

Periodic remeasurement with explicit attribution call — not delivery status reporting.

What this skill does not do

  • Does not fix at-risk benefits — route AT-RISK/LAPSED to benefits-recovery.
  • Does not default to FULLY ATTRIBUTABLE when data insufficient.

Preconditions

Input If missing
Benefits register Halt
Prior tracking log Start new; note first period

Provisional mode

Attribution per profile convention; UNKNOWN when data insufficient.

Trust spine

Governance-tracking bands; gaming-pattern check on claimed-but-not-remeasured; append-only log.

Workflow

  1. Read the practice profile~/.claude/plugins/config/claude-for-strategy/org-profile.md and ~/.claude/plugins/config/claude-for-strategy/value-realisation/CLAUDE.md — for the attribution convention and tracking cadence, the benefits register, and the prior tracking log if one exists — this skill appends, it doesn't restart the log each cycle.

  2. For each benefit due for tracking, get the current measured value against its registered baseline and target. When the value comes from ~~bi analytics, ~~spreadsheet, or ERP MCP connectors, tag [sourced: <connector>, <report/metric>, <as-of>] on the measured figure before attribution.

  3. Run the attribution call, explicitly, before declaring status. Ask whether a known external or market factor could explain some or all of the movement — a price change, unrelated attrition, a seasonal swing, a separate initiative touching the same number. State one of:

    • FULLY ATTRIBUTABLE — no material external factor identified; the movement plausibly reflects the initiative's business change.
    • PARTIALLY ATTRIBUTABLE — state the estimated discount and why (e.g. "roughly half the improvement; the other half coincides with a seasonal pattern visible in two prior years' data").
    • NOT ATTRIBUTABLE — an external factor plausibly explains the movement; this is not evidence of the benefit realising, regardless of which direction the number moved.
    • UNKNOWN — DATA INSUFFICIENT — say so rather than defaulting to fully attributable because that's the more flattering answer.

Read the full file on GitHub · 105 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. 6d ago First seen · 105 lines · 69 tokens per session scan A 9b3de2a349ee

Subscribe to this mod's changes

benefits-tracking is a skill published in the GitHub repository daddia/claude-for-strategy (2 stars, last pushed 2mo ago), licensed MIT. It adds 69 tokens to every session and 1,321 once invoked, about $0.0003 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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