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ckpxgfnksd-max/uap-release-analyzer

A Claude skill for analyzing tranches of declassified UAP/UFO documents (war.gov PURSUE, FBI Vault, NARA, AARO). Inventory + text extraction + entity surfacing + standardized 11-section REPORT.md.

Engineering

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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`SKILL.md`

Week of Nov 2, 2026 · Line counts unavailable

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Verified commit c171d88deb15c747c14ca11aa1486167a6208b95

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1skill in this repository

0commits in 30 days

Heat

0.3

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Individual skills in this repository

uap-release-analyzer /

How it works

uap-release-analyzer

When your agent uses it

Inventory, extract, and analyze tranches of declassified UAP/UFO files — including war.gov/UFO/ "PURSUE" releases, FBI Vault, NARA boxes, and AARO publications. Use this skill whenever the user points at a folder of UAP/UFO/declassified PDFs, asks "what's in this release?", references war.gov/UFO/, AARO, PURSUE, FOIA tranches, FBI 62-HQ-83894, or asks for keyword/entity/redaction analysis across a corpus of declassified documents — even if they don't explicitly ask for an "analysis." Also triggers on requests to compare tranches, summarize a single declassified PDF, classify documents by agency, or surface (b)(1)/(b)(6)/NOFORN redaction patterns. Produces a standardized inventory.csv, per-file digest, entities.json, and REPORT.md.

What it loads into context

Frontmatter

197 tokens

Always available to the agent

SKILL.md

2,458 tokens

When the skill is activated

Reference documents

6,269 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

When to use
Why a skill
The standard workflow
Report structure
Agency classification
FOIA / classification markers
Pulling files from war.gov/UFO/ (PURSUE releases)
Working with the user
Bundled scripts
Bundled references

Scripts executed separately

scripts/analyze.py
scripts/build_report.py
scripts/extract_text.py
scripts/inventory.py
scripts/run_all.py

Files

.gitignoreasset61 bytes
ARTICLE.mddoc4,296 bytes
ARTICLE_CN.mddoc4,345 bytes
LICENSE.txtdoc1,067 bytes
README.mddoc5,164 bytes
SKILL.mdcore10,339 bytes
SKILL.mdcore10,339 bytes
SKILL.mdcore10,339 bytes
evals/evals.jsonasset8,333 bytes
references/agency_vocab.mddoc2,404 bytes
references/foia_codes.mddoc2,808 bytes
references/war_gov_quirks.mddoc4,380 bytes
scripts/analyze.pyruns12,389 bytes
scripts/build_report.pyruns7,805 bytes
scripts/extract_text.pyruns3,448 bytes
scripts/inventory.pyruns3,702 bytes
scripts/run_all.pyruns857 bytes

Read SKILL.md


# UAP / Declassified Release Analyzer

This skill turns a folder of declassified UAP/UFO documents into a structured analytic report. It was built from a real workflow against the May 2026 war.gov/UFO/ "PURSUE" tranche (162 files, 4,000+ pages, mixed FBI/DOW/NASA/DOS/NARA sources), so it's tuned to the quirks of that universe — but it generalizes to any tranche of FOIA-released government PDFs.

## When to use

Trigger on prompts like "analyze the UFO files I just downloaded", "build me a report on this UAP release", "what's in `~/Downloads/release_01/`?", "compare release 1 and release 2", "find redaction patterns in these FBI files", "summarize this AARO PDF", or whenever the user references a directory of declassified documents and wants any kind of summary, inventory, or pattern surfacing. Also trigger if the user just dumps a path and asks "what's interesting in here?" — this skill is the right tool.

## Why a skill

The work has a fixed shape that repeats across every new tranche:

1. Inventory — what files came down, sizes, page counts, which agency.
2. Text extraction — pull text where there is a text layer; flag the (often majority) of files that are scanned and need OCR.

View the complete source on GitHub

Skills included

uap-release-analyzer

Repository facts

License: MIT
Created: May 8, 2026
Last pushed: May 9, 2026
Forks: 26
Open issues: 1
Project activity: Slowing

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 5, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 2 notes

SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed

No broad tool permissions
No dangerous shell commands
17 network referencesin 2 files: references/war_gov_quirks.md:8 README.md:23
No hidden or obfuscated text
No instruction overrides
5 executable scriptsin 5 files: scripts/analyze.py:1 scripts/build_report.py:1 scripts/extract_text.py:1 and 2 more
1 reference to secretsin 1 file: .gitignore:7
No requests to vote in Hot

Show all 23 signals by file

`.gitignore`

Access to secretsline 7
```
[Credential-related source omitted]
```

`README.md`

Network accessline 23

# Inside Claude Code (per-user skills directory) git clone https://github.com/ckpxgfnksd-max/uap-release-analyzer.git \

Network accessline 24

git clone https://github.com/ckpxgfnksd-max/uap-release-analyzer.git \

Network accessline 74

The May 2026 war.gov "PURSUE" release this skill was tuned against is mirrored at [`ckpxgfnksd-max/uap-release-01`](https://github.com/ckpxgfnksd-max/uap-release-01) (Git LFS, **~3.7 GB / 160 files**: 118 PDFs, 28 MP4 videos, 14 images). Cl

Network accessline 77

git lfs install   # one-time git clone https://github.com/ckpxgfnksd-max/uap-release-01.git ~/Documents/UFO/release_01

Network accessline 78

git clone https://github.com/ckpxgfnksd-max/uap-release-01.git ~/Documents/UFO/release_01

Network accessline 85

GIT_LFS_SKIP_SMUDGE=1 git clone https://github.com/ckpxgfnksd-max/uap-release-01.git ~/Documents/UFO/release_01

`references/war_gov_quirks.md`

Network accessline 8

- `https://www.war.gov/UFO/` is a single-page DNN/jQuery app. The records

Network accessline 35

Captured URLs follow `https://www.war.gov/medialink/ufo/release_1/<lower(filename)>.<ext>`.

Network accessline 46

into your captured URL (you'll see `<filename>+M5+M11`). Filter those   out and re-attempt with the canonical filename. - Filenames with spaces and em-dashes appear unencoded; `fetch()` from the

Network accessline 47

out and re-attempt with the canonical filename. - Filenames with spaces and em-dashes appear unencoded; `fetch()` from the   page handles this fine, but `curl` on the host needs `urlencode`.

Network accessline 48

- Filenames with spaces and em-dashes appear unencoded; `fetch()` from the

Network accessline 67

for (const row of document.querySelectorAll('button.record-row')){       const title = row.querySelector('.record-title').innerText.trim();       if (window.__urls[title]?.startsWith('https://www.war.gov/medialink/')) continue;

Network accessline 68

const title = row.querySelector('.record-title').innerText.trim();       if (window.__urls[title]?.startsWith('https://www.war.gov/medialink/')) continue;       window.__lastDl = null;

Network accessline 69

if (window.__urls[title]?.startsWith('https://www.war.gov/medialink/')) continue;

Network accessline 71

row.click();           await raf();       document.querySelector('[data-record-modal-download]').click(); await raf();       if (window.__lastDl?.startsWith('https://www.war.gov/medialink/')) {

Network accessline 72

document.querySelector('[data-record-modal-download]').click(); await raf();       if (window.__lastDl?.startsWith('https://www.war.gov/medialink/')) {         window.__urls[title] = window.__lastDl;

Network accessline 73

if (window.__lastDl?.startsWith('https://www.war.gov/medialink/')) {

`scripts/analyze.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/build_report.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/extract_text.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/inventory.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/run_all.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 22 facts

Network access in code of documentationREADME.md:23Low confidence
Network access in code of documentationREADME.md:24Low confidence
Network access in prose of documentationREADME.md:74Low confidence
Network access in code of documentationREADME.md:77Low confidence
Network access in code of documentationREADME.md:78Low confidence
Network access in code of documentationREADME.md:85Low confidence
Network access in prose of documentationreferences/war_gov_quirks.md:8Low confidence
Network access in prose of documentationreferences/war_gov_quirks.md:35Low confidence
Network access in prose of documentationreferences/war_gov_quirks.md:46Low confidence
Network access in prose of documentationreferences/war_gov_quirks.md:47Low confidence
Network access in prose of documentationreferences/war_gov_quirks.md:48Low confidence
Network access in code of documentationreferences/war_gov_quirks.md:67Low confidence
Network access in code of documentationreferences/war_gov_quirks.md:68Low confidence
Network access in code of documentationreferences/war_gov_quirks.md:69Low confidence
Network access in code of documentationreferences/war_gov_quirks.md:71Low confidence
Network access in code of documentationreferences/war_gov_quirks.md:72Low confidence
Network access in code of documentationreferences/war_gov_quirks.md:73Low confidence
Executable script in code of a file that runsscripts/analyze.py:1High confidence
Executable script in code of a file that runsscripts/build_report.py:1High confidence
Executable script in code of a file that runsscripts/extract_text.py:1High confidence
Executable script in code of a file that runsscripts/inventory.py:1High confidence
Executable script in code of a file that runsscripts/run_all.py:1High confidence

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Compatible	Standard SKILL.md SKILL.md	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

ckpxgfnksd-max/uap-release-analyzer

History

SKILL.md

Share this page

Heat

Stars over time

Individual skills in this repository

How it works

uap-release-analyzer

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Skills included

Repository facts

Before you install

.gitignore

README.md

references/war_gov_quirks.md

scripts/analyze.py

scripts/build_report.py

scripts/extract_text.py

scripts/inventory.py

scripts/run_all.py

How the signals fit together

Works with

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`SKILL.md`

`.gitignore`

`README.md`

`references/war_gov_quirks.md`

`scripts/analyze.py`

`scripts/build_report.py`

`scripts/extract_text.py`

`scripts/inventory.py`

`scripts/run_all.py`