remaining-work

remaining-work is a skill for Claude Code from me-cedric/agent-compass. It costs 45 tokens per session (1,153 once invoked), scanned A, original, MIT.

An audit and planning process that compares what the code actually delivers with the project's specifications. It records evidence and status for each requirement, then produces a list of unfinished work and a completion plan.

In plain words
What is it for?
Use it to measure project completion, find gaps or blocked requirements, create a remaining-work backlog, and plan the path to completion.
Why use it?
Status documents and task checkboxes can say work is done even when code is unwired or untested. This process bases progress on implementation evidence instead.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter. Also seen: mentions subagents.

Good fit Use it to measure project completion, find gaps or blocked requirements, create a remaining-work backlog, and plan the path to completion.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/me-cedric/agent-compass/remaining-work
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 me-cedric/agent-compass --skill remaining-work
Clone the repo
git clone --depth 1 https://github.com/me-cedric/agent-compass

Made for: Claude Code.

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 remaining-work

README.md
[![agentmods](https://agentmods.dev/badge/skills/me-cedric/agent-compass/remaining-work/github.svg)](https://agentmods.dev/skills/me-cedric/agent-compass/remaining-work)
Your own site
<a href="https://agentmods.dev/skills/me-cedric/agent-compass/remaining-work"><img src="https://agentmods.dev/badge/skills/me-cedric/agent-compass/remaining-work/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 remaining-work

Your own site · 80×15
<a href="https://agentmods.dev/skills/me-cedric/agent-compass/remaining-work"><img src="https://agentmods.dev/badge/skills/me-cedric/agent-compass/remaining-work.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 45 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,153 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 $0.00045 $0.01153
Opus 5.5 $0.00018 $0.00461
Sonnet 5.5 $0.00009 $0.00231
Haiku 4.5 $0.00005 $0.00115

Measured 10d ago against content hash 9c7e680196ef, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

remaining-work 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 10d 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.

skills/remaining-work/SKILL.md · 90 lines

How it starts

The opening of the file, as written. The whole thing — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.

remaining-work

Measure what the code delivers, not what a status document reports. The order is audit, plan, split, detail.

Files

File Content
{{PLANNING_DIR}}/audit/rows.jsonl One JSON row for each requirement
{{PLANNING_DIR}}/audit/state.json The commit and the date of the last run
{{PLANNING_DIR}}/completion-plan.md The CP view

Row keys: id, status, percent, evidence (a file:line), missing, date. status is done, partial, skeleton, gap, gated or not_audited. The rows are the deliverable. Every percentage and every item comes from them. The report is a view of the rows.

1. Audit

  1. Extract the requirements from {{OPENSPEC_DIR}} with a script. Compare the total with the last count. A different total means that the extractor broke.
  2. Map the code: modules, routes, jobs, tables and screens. Keep backend and frontend apart.
  3. Rate each requirement. It is done only when the code is wired and tested.
  4. A status document, a task checkbox, a type or a schema-only table is not proof. An API with no screen is not delivered.
  5. gap means unbuilt. gated means blocked on a decision or a credential.
  6. Run a second pass that tries to refute each done. It may lower a status. It may not raise one.
  7. A claim with no file:line becomes gap. Open each cited file:line after the run.
  8. An agent that returns no row leaves not_audited. Never average over missing rows.

Extraction traps:

  • A duplicate id in one file is a redefinition. Keep the first position. The later text wins.
  • Match every id prefix family. Match lower-case suffixes such as -004b.
  • Take every table row whose first cell is a valid id. This includes appendices.
  • Exclude a requirement only on a structured marker, never on prose.

2. Refresh

Audit again only what moved. Carry every other row forward with its original date.

  1. These changes put a requirement back in scope: its text changed, it is new, or a file that its evidence cites changed.
  2. New code that no row cites needs a discovery pass. Group it by directory. Ask whether it implements a gap requirement.
  3. Name the pivot files, such as a root module or a shared schema. They inflate the scope.
  4. Before a fan-out, state the scope and the cost in one line. Wait for a yes.
  5. If nothing moved, say so and stop.
  6. Report the movement: rows audited again, advances, regressions, the old and new percent. Separate fresh rows from carried rows.
  7. Say that this is static analysis. Neither the app nor the tests ran.

Read the full file on GitHub · 90 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. 10d ago First seen · 90 lines · 45 tokens per session scan A 9c7e680196ef

Subscribe to this mod's changes

remaining-work is a skill published in the GitHub repository me-cedric/agent-compass (3 stars, last pushed 4d ago), licensed MIT. It adds 45 tokens to every session and 1,153 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-10-18.

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