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Context Management — measured AI agent skill | DecimalAI

a5c-ai/context-management

SkillScore59Maintained

Project context loading, isolation, and persistent state management across CCPM sessions.

by a5c-ai

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

AI Engineer pack

decimalai skills pull a5c-ai-context-management

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/a5c-ai-context-management/SKILL.md

Raw file: /s/a5c-ai-context-management/SKILL.md ↗ · machine-readable summary at /s/a5c-ai-context-management.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 9d ago

Yes — +59% lift-37% tokens0% turns59% of whole cases pass with skill (13/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-44%	0%
case-02	✗→✓	▲ Improved	3%	0%
case-04	✗→✓	▲ Improved	-39%	0%
case-08	✗→✓	▲ Improved	-77%	0%
case-09	✗→✓	▲ Improved	-76%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 7/31/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

a5c-ai / babysitter

library/methodologies/ccpm/skills/context-management/SKILL.md

View on GitHub ↗

License MITImported 7/31/2026Version v1

Skill contents

SKILL.md

Context Management

Project context loading, isolation, and persistent state management across CCPM sessions.

Capabilities

Load project context from .claude/ directory structure
Maintain persistent context across sessions (PRD, epic, task states)
Isolate agent contexts per work stream
Context handoff between phases
Session state recovery

Context Sources

.claude/
  prds/              # PRD documents
  epics/             # Epic and task documents
  agents/            # Agent definitions
  context/           # Project-wide context
  commands/          # Command definitions
  rules/             # Reference rules

Context Flow

Phase 1 (PRD): Loads project description, creates PRD context
Phase 2 (Epic): Loads PRD, creates architecture context
Phase 3 (Tasks): Loads PRD + Epic, creates task context
Phase 4 (Sync): Loads all artifacts, syncs to GitHub
Phase 5 (Exec): Loads stream-specific context per agent

Isolation

Each parallel agent receives only the context relevant to its stream, preventing context pollution and keeping agents focused.

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Other measured skills in the registry, with their headline benchmark lift.