manifest-reader

manifest-reader is a skill for Claude Code from mshadmanrahman/pm-pilot. It costs 10 tokens per session (490 once invoked), scanned A, original, MIT.

A skill for reading manifest files produced by sub-agents and combining their results. A manifest is a small record of assigned work, status, findings, errors, and changed files.

In plain words
What is it for?
Use it after parallel agent work to review results, investigate unexpected output, or recap a session.
Why use it?
It turns scattered sub-agent reports into one concise summary of what finished, what failed, and what changed.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions subagents.

Part of the pm-productivity plugin — 6 skills shipped together

Good fit Use it after parallel agent work to review results, investigate unexpected output, or recap a session.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/mshadmanrahman/pm-pilot/manifest-reader
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 mshadmanrahman/pm-pilot --skill manifest-reader
Clone the repo
git clone --depth 1 https://github.com/mshadmanrahman/pm-pilot

Made for: Claude Code.

Or install pm-productivity, the plugin that ships this one along with the rest of its 6 skills.

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 manifest-reader

README.md
[![agentmods](https://agentmods.dev/badge/skills/mshadmanrahman/pm-pilot/manifest-reader.svg)](https://agentmods.dev/skills/mshadmanrahman/pm-pilot/manifest-reader)
Your own site
<a href="https://agentmods.dev/skills/mshadmanrahman/pm-pilot/manifest-reader"><img src="https://agentmods.dev/badge/skills/mshadmanrahman/pm-pilot/manifest-reader.svg" alt="Measured on agentmods" height="20"></a>
Per session 10 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 490 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 pass 7 Sept 2026
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 $0.00010 $0.00490
Opus 5 $0.00005 $0.00245
Sonnet 5 $0.00002 $0.00098
Haiku 4.5 $0.00001 $0.00049

Measured 8d ago against content hash 89ac333c9157, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

manifest-reader 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 8d 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/pm-productivity/skills/manifest-reader/SKILL.md · 89 lines

What it actually says

Manifest Reader

Aggregate and summarize results from sub-agent manifest files.

When to Use

  • After orchestrator completes a wave
  • Reviewing results from parallel agent runs
  • Session recap to see what was accomplished
  • Debugging why a sub-agent produced unexpected results

Procedure

  1. Locate Manifests

    • Read all files in .claude/manifests/
    • Sort by modification time (newest first)
    • Filter by session or task prefix if specified
  2. Parse Each Manifest Extract from frontmatter:

    • task: what was assigned
    • status: complete, failed, partial
    • agent: which agent ran it

    Extract from body:

    • Key findings
    • Errors encountered
    • Files created or modified
  3. Aggregate

    • Count: total, complete, failed, partial
    • Group findings by theme or category
    • Collect all errors into a single list
  4. Summarize Output concise report:

    Manifests: {count} found
    Status: {complete}/{total} complete, {failed} failed
    
    Key Findings:
    - {finding 1}
    - {finding 2}
    
    Errors:
    - {error 1 or "none"}
    
    Files Modified:
    - {path list}
    

Output Format

Manifests: 5 found
Status: 4/5 complete, 1 failed

Key Findings:
- Auth module has 3 unpatched vulnerabilities
- API coverage at 72%, below 80% target
- Database queries optimized (avg 40ms reduction)

Errors:
- security-scan: timeout after 120s on legacy module

Files Modified:
- src/api/users.ts
- src/db/queries.ts

Rules

  • Read all manifests before summarizing (do not stream partial results)
  • Highlight failures prominently
  • Keep summary under 20 lines
  • If no manifests found, say so clearly
  • Do not delete manifests; the orchestrator handles cleanup
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. 8d ago First seen · 89 lines · 10 tokens per session scan A 89ac333c9157

Subscribe to this mod's changes

manifest-reader is a skill published in the GitHub repository mshadmanrahman/pm-pilot (20 stars, last pushed 2d ago), licensed MIT. It adds 10 tokens to every session and 490 once invoked, about $0.0001 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 2026-08-30.

Related

Other skills, from other repositories