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.
npx skills add mshadmanrahman/pm-pilot --skill manifest-readergit clone --depth 1 https://github.com/mshadmanrahman/pm-pilotWrote 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/mshadmanrahman/pm-pilot/manifest-reader)<a href="https://agentmods.dev/skills/mshadmanrahman/pm-pilot/manifest-reader"><img src="https://agentmods.dev/badge/skills/mshadmanrahman/pm-pilot/manifest-reader/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.
<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="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00010 | $0.00490 |
| Opus 5.5 | $0.00004 | $0.00196 |
| Sonnet 5.5 | $0.00002 | $0.00098 |
| Haiku 4.5 | $0.00001 | $0.00049 |
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 2mo 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.
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
-
Locate Manifests
- Read all files in
.claude/manifests/ - Sort by modification time (newest first)
- Filter by session or task prefix if specified
- Read all files in
-
Parse Each Manifest Extract from frontmatter:
task: what was assignedstatus: complete, failed, partialagent: which agent ran it
Extract from body:
- Key findings
- Errors encountered
- Files created or modified
-
Aggregate
- Count: total, complete, failed, partial
- Group findings by theme or category
- Collect all errors into a single list
-
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
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.
- 2mo ago First seen · 89 lines · 10 tokens per session scan A 89ac333c9157
manifest-reader is a skill published in the GitHub repository mshadmanrahman/pm-pilot (22 stars, last pushed 7d ago), licensed MIT. It adds 10 tokens to every session and 490 once invoked, about $0.0000 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 2026-08-30.
manifest-reader compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| manifest-readermshadmanrahman/pm-pilot | Skill | 22 | 7d ago | MIT | A | 10 | Claude Code |
| session-handoffchristopherlouet/claude-base | Skill | 5 | 6d ago | MIT | A | 33 | Claude Code |
| cloud-syncthedotmack/claude-mem | Skill | 114k | yesterday | Apache-2.0 | A | 64 | Claude Code |
| emerging-techniques-long-contextdavila7/claude-code-templates | Skill | 33k | yesterday | MIT | A | 78 | Claude Code, Codex |
| hive.note-takingaden-hive/hive | Skill | 11k | 4d ago | Apache-2.0 | A | 30 | Claude Code, Codex |
| vellum-memory-v3-migrationvellum-ai/vellum-assistant | Skill | 1.5k | 2d ago | MIT | A | 63 | Claude Code, Codex |
| memoryshobcoder/shob | Skill | 575 | 7d ago | MIT | A | 146 | Claude Code, Codex |